SILABUS MATA KULIAH TEKNIK INDUSTRI...

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SILABUS MATA KULIAH TEKNIK INDUSTRI ITS KURIKULUM 2009-2013 Silabus ini diperuntukkan bagi mahasiswa dan pihak lain yang berkepentingan. Tidak diperkenankan untuk disalahgunakan atau dirubah isinya. To provide an excellent, fair, and valuable academic process Pengajaran 8/15/2011

Transcript of SILABUS MATA KULIAH TEKNIK INDUSTRI...

SILABUS MATA KULIAH TEKNIK INDUSTRI ITS KURIKULUM 2009-2013 Silabus ini diperuntukkan bagi mahasiswa dan pihak lain yang berkepentingan. Tidak diperkenankan untuk disalahgunakan atau dirubah isinya. To provide an excellent, fair, and valuable academic process Pengajaran 8/15/2011

FAKULTAS TEKNOLOGI INDUSTRI

The Faculty of Industrial Technology

Program Studi Department

JURUSAN TEKNIK INDUSTRI Industrial Engineering

Jenjang Pendidikan Programme

PROGRAM SARJANA Undergraduate (S1)

Kompetensi

Lulusan

KOMPETENSI UTAMA:

Perancang Sistem

Ketrampilan Sintesis, integrasi, dan perancangan

Ketrampilan Manajerial

Ketrampilan memecahkan masalah

KOMPETENSI PENDUKUNG

Intrapersonal dan kemampuan berkomunikasi

Ketrampilan memanfaatkan teknologi informasi

Penguasaan bahasa Inggris dan atau bahasa asing lainnya

KOMPETENSI LAINNYA

Kemampuan mengakomodasikan isu lingkungan dan keberlanjutan

Kemampuan berinovasi

Graduate

Competence

CORE COMPETENCIES

System designer

Synthesizing, integrating, and designing skills

Managerial skills

Problem solving skills

SUPPLEMENTARY COMPETENCIES

Intrapersonal and communication skills

Proficiency in ICT

Proficiency in English and or other language

OTHER COMPETENCIES

Abilityto accommodate environmental issues & sustainabilities

Innovation skills

STRUKTUR KURIKULUM/COURSE STRUCTURE

No. Kode MK Code

Nama Mata Kuliah (MK) Course Title

Sks Credits

SEMESTER I 1 IG091306 Pendidikan Kewarganegaraan

Civic 2

2 TI091201 Pengantar Ilmu Ekonomi Introduction to Economics

2

3 SF091201 Fisika Dasar I Basic Physics I

3

4 SM091201 Kalkulus I Calculus I

3

5 TI091202 Menggambar Teknik Engineering Drawing

2

6 TI091203 Pengetahuan Bahan Teknik Introduction to Engineering Materials

3

7 TI091301 Pengantar Teknik Industri Introduction to Industrial Engineering

3

Jumlah sks/Total of credits 18

SEMESTER II

1 IG091308 Bahasa Inggris I English I

2

2 TI091204 Algoritma dan Pemrogaman Komputer Algorithms and Computer Programming

3

3 SF091205 Fisika Dasar II Basic Physics II

2

4 SM091202 Kalkulus II Calculus II

3

5 TI091206 Mekanika Teknik Engineering Mechanics

2

6 TI091302 Proses Manufaktur Manufacturing Process

3

7 TI091303 Statistik Industri I Industrial Statistik I

3

Jumlah sks/Total of credits 18

SEMESTER III

1 IG091309 Pengantar Ilmu Lingkungan Introduction to Environmental Science

2

2 TI091207 Analisis dan Estimasi Biaya Cost Analysis and Estimation

3

3 TI091208 Matematika Optimasi I Optimization Mathematics I

3

4 TI091209 Otomasi Industri Industial Automation

2

5 TI091204 Statistik Industri II Industrial Statistics II

3

6 TI091305 Ergonomi dan Perancangan Sistem Kerja Ergonomics and Work Design

3

7 TI91210 Termodinamika Thermodynamics

2

Jumlah sks/Total of credits 18

SEMESTER IV

1 IG091307 Bahasa Indonesia Indonesian (Language)

2

2 TI091101 Matematika Optimasi 2 Optimization Mathematics 2

3

3 TI091306 Penelitian Operasional I Operations Research I

3

4 TI091307 Teknik Tata Cara dan Pengukuran Kerja Methods Engineering and Work Measurement

3

5 TI091308 Manajemen Proyek Manufacturing System

2

6 TI091309 Sistem Manufaktur Manufacturing System

4

Jumlah sks/Total of credits 18

SEMESTER V

1 IG09130X Agama Religion Education

2

2 TI091310 Penelitian Operasional 2 Operations Research 2

4

3 TI091311 Ekonomi Teknik Engineering Economics

3

4 TI091312 Perencanaan dan Pengendalian Produksi Production Planning and Control

4

3 TI091313 Perancangan Fasilitas Facilities Planning

3

6 TI091314 Perancangan dan Pengembangan Produk Products Design and Development

3

Jumlah sks/Total of credits 19

SEMESTER VI

1 TI091211 Manajemen Organisasi dan SDM Organization and Human Resource Management

4

2 TI091315 Permodelan Sistem System Modeling

2

3 TI091316 Teknik Pengendalian Kualitas Quality Control Techniques

3

4 TI091317 Simulasi Sistem Industri Industrial System Simulation

3

5 TI091318 Manajemen Logistik Logistics Management

3

6 TI091319 Perancangan Sistem Industri Industrial Sistem Design

3

7 TI09XXXX Metode dan Komunikasi Ilmiah Scientific method communication

0

Jumlah sks/Total of credits 18

SEMESTER VII

1 TI091320 Pemeliharaan dan Teknik Keandalan Reliability Techniques and Maintenance

3

2 TI0914XX Pilihan I Elective Course 1

3

3 TI0914XX Pilihan 2 Elective Module 2

3

4 TI0914XX Pilihan 3 Elective Module 3

3

5 TI091321 Perancangan Sistem Informasi Business Information System Design for Business

3

6 TI091322 Analisis dan Perancangan Usaha Business Design and Analysis

3

Jumlah sks/Total of credits 18

SEMESTER VIII

1 IG091311 Pengantar Technopreneurship Introduction to Technopreneurship

2

2 TI0914XX Pilihan 4 Elective Module 4

3

3 TI0914XX Pilihan 5 Elective Module 5

3

4 TI0914XX Pilihan 6 Elective Module 6

3

5 TI091323 Kerja Praktek Internship

2

6 TI091324 Tugas Akhir Final Project

5

Jumlah sks/Total of credits

SILABUS KURIKULUM/COURSE SYLLABUS

MATA KULIAH/

COURSE TITLE

TI091201 : Pengantar Ilmu Ekonomi

TI091201 :Introduction to Economics

Credits: 2

Semester: I

TUJUAN

PEMBELAJARAN/

LEARNING

OBJECTIVES

Mengenal dan memahami konsep dasar ilmu ekonomi, baik secara makro maupun mikro.

To understand the basic concept of microeconomics and macroeconomics as well.

KOMPETENSI/CO

MPETENCIES

Perancang sistem

Keterampilan manajerial

Intrapersonal dan kemampuan berkomunikasi

System designer

Managerial skills

Intrapersonal and communication skills

POKOK

BAHASAN/SUBJE

CTS

1. Konsep dan Pengertian Dasar Ilmu Ekonomi. 2. Teori Ekonomi :Permasalahan dalam Ekonomi,Hukum Kelangkaan

dan Pemilihan, Teori Permintaan dan Penawaran. 3. Teori Ekonomi Mikro dan Makro, Struktur Pasar, meliputi :

Monopoli, Oligopoli, Persaingan Sempurna dll 4. Teori Produksi dan Biaya-Biaya, Konsumsi, Tabungan dan Investasi,

Pertumbuhan dan Perkembangan Ekonomi, Pendapatan Nasional : Konsep, Perhitungan dan Distribusi

5. Kebijakan Fiskal dan Kebijakan Moneter.

1. Basic concept of economics 2. The theory of economics: issues in economics, scarcity law and

selection, demand and supply functions. 3. Macroeconomics and microeconomics theory, market structure;

includes: monopoly, oligopoly, and monopolistic competition. 4. Production and cost theory, consumption, saving and investment,

economics development and growth, national income: the concept, calculation, and distribution.

5. Fiscal and monetary policy.

PUSTAKA 1. Samuelson, Paul A. (1989). Economics. Tokyo : Mc Graw-Hill

UTAMA/

REFERENCES

Kogakusha Ltd. 2. Russel, R and M. Wilkonson (1979). Microeconomics : A Synthesis

of Modern and Neoclassical Theory. John Willey and Sons, New York.

3. Agus Salim, Soeharsono S dan Ali Basyah Siregar (1997). Analisis Tekno Ekonomi. Program Pasca Sarjana ITB Bandung.

4. Nellis, J.G; D. Parker (2000). The Essence of the Economy. Prentice Hall International.

MATA KULIAH/

COURSE TITLE

TI091202 : Menggambar Teknik

TI091202 :Engineering Drawing

Credits: 2

Semester: I

TUJUAN

PEMBELAJARAN/LEARNING

OBJECTIVES

Dalam mata kuliah ini mahasiswa dibimbing untuk mengenal dan memahami kegunaan alat-alat gambar, aturan-aturan dasar yang dipergunakan untuk mewujudkan gambar teknik serta mampu membaca gambar dan membayangkan bentuk gambar tersebut untuk kepentingan proses produksi maupun pengembangan produk. Selain itu juga memberikan pemahaman tentang aplikasi CAD (Computer Aided Design) dalam mewujudkan gambar utuh.

In this course students are guided to know and understand the use of drawing equipments, basic rules used to realize engineering drawing, as well as how to interpret an engineering drawing and imagine the shape of the drawing for production process purpose and product development. Also discussed in this course is the application of Computer Aided Design (CAD) to create a full drawing of an object.

KOMPETENSI/COMPETENCY

Ketrampilan Sintesis, integrasi, dan perancangan

Ketrampilan memanfaatkan teknologi informasi

Kemampuan berinovasi

Synthesizing, integrating, and designing skills

Proficiency in ICT

Innovating skills

POKOK

BAHASAN/SUBJECTS

Pengantar menggambar teknik

Pengumpulan informasi dan data suatu gambar produk

Ide rancangan produk dan mewujudkannya dalam sketsa awal

Pematangan konsep rancangan produk sesuai dengan standar internasional menggambar teknik

Mewujudkan rancangan produk dalam visualisasi yang lebih lengkap dan komunikatif.

Introduction to Engineering Drawing

Information gathering of an object or product for drawing purpose

Idea generation and how visualize it in a sketch

Concept enhancement using the international standard of engineering drawing

Design visualization and a more complete and communicative way.

PUSTAKA

UTAMA/REFERENCES

1. Groover, Mikell P and E.W, JR., CAD/CAM : Computer Aided Design and Manufacturing, Prentice Hall, 1987

2. Jensen, C.H., and Helsaed, Fundamentals of Engineering Drawing, Mac Graw Hill Co., 1987

3. Luzadder, Waren J., Fundamentals of Engineering Drawing (With an Introduction to Interactive Computer Graphic for Design and Production), 9th edition, Prentice Hall, 1986

4. Sato, Takeshi G., dan N. Sugiharso H., Menggambar Mesin Menurut Standar ISO, Pradnya Paramitha, 1996

MATA KULIAH/

COURSE TITLE

TI091301 : Pengantar Teknik Industri

TI091301 :Introduction to Industrial Engineering

Credits: 2

Semester: I

TUJUAN

PEMBELAJARAN/LEARNING

OBJECTIVES

Mata kuliah ini bertujuan untuk memberikan pemahaman

kepada mahasiswa mengenai latar belakang, ruang lingkup,

dan perkembangan disiplin teknik industri, pemahaman

tentang kebutuhan dunia kerja terhadap profesi seorang

sarjana teknik industri dalam hal hard dan soft skills.

Termasuk di dalam mata kuliah ini adalah kerangka

keilmuan teknik industri, pengertian sistem dan konteksnya

sehingga mahasiswa dapat menjelaskan cara berpikir

system.

This course provides students with understanding of the

background, scope, and development of industrial

engineering discipline, understanding about competencies

requirements of an industrial engineer profession in terms

of hard and soft skills. It includes industrial engineering

science framework, system definition and its context so that

students will be able to explain system thinking.

KOMPETENSI/COMPETENCY

Perancang Sistem

Ketrampilan Sintesis, integrasi, dan perancangan

Ketrampilan Manajerial

System designer

Synthesizing, integrating, and designing skills

Managerial skills

POKOK

BAHASAN/SUBJECTS

Student Centered Learning (SCL), Basic Learning Skills

Sejarah perkembangan teknik industri, konsep ruang lingkup, dan peranan disiplin teknik industri

Profil dan kompetensi sarjana teknik industri

Konsep sistem dan pendekatan sistem, pendekatan bisnis proses terintegrasi dengan CIMOSA, Macro interactions

Kerangka keilmuan dan building blocks teknik industri, kerangka sistem manufaktur dan sistem industri jasa, kerangka proses pengembangan produk, kerangka proses get order dan order fulfillment

Student Centered Learning (SCL), Basic Learning Skills

History of industrial engineering development, scope concept, and roles of industrial engineering discipline

Profile and competencies requirements of Industrial Engineer

The concept of system and system approaches, integrated business process approach by CIMOSA, Macro interactions

Industrial engineering science framework and building blocks, manufacturing and services industries system frameworks, product development process framework, get order and order fulfillment process framework.

PUSTAKA

UTAMA/REFERENCES

1. Wignjosoebroto, S. (2003) Pengantar Teknik dan Manajemen Industri, Guna Widya, Surabaya.

2. Turner, W. (1993) Introduction to Industrial and System Engineering, Prentice Hall, New York.

3. Hicks, P. E. (1994) Industrial Engineering and Management: A New Perspective, McGraw-Hill, Tokyo.

4. Daellenbach, H. G. & McNickle, D. C. (2005)

Management Science: Decision Making through Systems Thinking, Palgrave Macmillan, New York.

MATA KULIAH/

COURSE TITLE

TI091204 : Algoritma dan Pemograman Komputer

TI091204 : Algorithms and Computer Programming

Credits: 3

Semester: II

TUJUAN

PEMBELAJARAN/LEARNING

OBJECTIVES

Memahami jenis bahasa-bahasa pemrograman, tujuan

penggunaannya, serta aplikasinya untuk merealisasikan

algoritma-algoritma penyelesaian masalah tertentu. Lebih

lanjut, mata kuliah ini bertujuan untuk mengembangkan

kemampuan pemanfaatan teknologi komputer dan

informasi untuk perancangan, perbaikan, pemasangan dan

pengoperasian sistem terintegrasi.

To provide students with an understanding of types of

programming language, its purposes, and applications to

realize algorithms as solving methods. It aims to develop

students’ ability in ICT implementation for designing,

improving, installing, and operating integrated system.

KOMPETENSI/COMPETENCY

Keterampilan memecahkan masalah

Keterampilan memanfaatkan teknologi informasi

Ketrampilan analisis

Problem solving skills

Proficiency in ICT

Analytical skills

POKOK

BAHASAN/SUBJECTS

Dasar-dasar bahasa pemograman

Programming language and its foundation

PUSTAKA

UTAMA/REFERENCES

N/A

MATA KULIAH/

COURSE TITLE

TI091302 : Proses Manufaktur

TI091302 :Manufacturing Process

Credits: 3

Semester: II

TUJUAN

PEMBELAJARAN/LEARNING

OBJECTIVES

Mata kuliah ini membahas tentang proses-proses yang ada dalam industri manufaktur khususnya yang memproduksi barang atau komponen yang diskrit. Disajikan pula tentang design for manufacture yang ditujukan untuk mendapatkan rancangan proses manufaktur yang paling efisien untuk membuat produk tersebut.

This course discusses about production process in manufacturing industry, especially those with discrete products or components. It also provides students with design for manufacture of which aims to obtain the best manufacturing design that is most efficient in producing certain product.

KOMPETENSI/COMPETENCY

Perancang Sistem

Ketrampilan Sintesis, integrasi, dan perancangan

Ketrampilan memecahkan masalah

System designer

Synthesizing, integrating, and designing skills

Problem solving skills

POKOK

BAHASAN/SUBJECTS

Pengecoran, pembentukan: pembentukan kondisi panas dan pembentukan kondisi dingin.

Permesinan dan metalurgi serbuk

Teknologi non-logam.

Permesinan non tradisional: chemical machining, electrochemical grinding, EDM, Water Jet Machining, Laser Beam Machining, DFM, dll.

Pengelasan dan perakitan mekanis.

Casting, forming: hot forming and cold forming.

Machining and powder metallurgy.

Non-metal technology.

Non-conventional machining: chemical machining, electrochemical grinding, EDM, Water Jet Machining, Laser Beam Machining, DFM, etc.

Welding and mechanical assembly.

PUSTAKA

UTAMA/REFERENCES

1. De Garmo, E. P.D. (1979), Material and Processes in Manucturing, New York, Collier Mc Millan Publ,

2. Kalpakjan, Seroke (1995), Manufacturing Engineering and Technology, Third Edition, Addison-Wesley Pub.

Company, 3. Pandey, PC. (1983), Modern Manufacturing Processes,

Second Edition, Tata Mc. Graw Hill Publishing Company Ltd.

4. Geough, JA. (1988), Advanced Methods of Machining, First Edition, Chapman and Hall Ltd.

5. Gershwin, Stanley B. (1994), Manufacturing Systems Engineering , Prentice Hall.

6. Schey, John A. (1987), Introduction to manufacturing Processes Second Edition, Mc Graw-Hill Book Co.

MATA KULIAH/

COURSE TITLE

TI091303 : Statistik Industri I

TI091303 :Industrial Statistics I

Credits: 3

Semester: II

TUJUAN

PEMBELAJARAN/LEARNING

OBJECTIVES

Memahami dan menguasai cara-cara untuk mendapatkan berbagai macam data (sampling), mendeskripsikan data (statistik deskriptif) dan mengambil kesimpulan terhadap data. Memahami dan menguasai tentang teori kemungkinan (probabilitas), distribusi probabilistik baik diskrit maupun kontinyu. Memahami dan mampu menerapkan konsep statistik inferensi, khususnya estimasi parameter.

To provide students with an understanding of various methods to obtain samples (sampling methods), ability to describe data (descriptive statistics) and to draw conclusion regarding the data. It reviews probability theory, probabilistic distribution both discrete and continuous. It aims to develop students’ ability to understand and implement the concept of inferential statistics, especially parameter estimation.

KOMPETENSI/COMPETENCY

Keterampilan memecahkan masalah

Keterampilan memanfaatkan teknologi informasi

Ketrampilan analisis

Problem solving skills

Proficiency in ICT

Analytical skills

POKOK

BAHASAN/SUBJECTS

Pengertian statistik deskriptif dan statistik inferensial

Distribusi Sampling dan Teorema Limit Pusat

Konsp Ilmu Peluang (probabilitas) dan distribusi frekuensi

Jenis-jenis distribusi probabilitas, baik diskrit maupun kontinyu, seperti : Binomial, Poisson, Geometric, Hipergeometrik, Eksponensial, Weibull, Normal

Estimasi parameter dan selang kepercayaan

Descriptive and inferential statistics review

Sampling distribution and Central Limit Theorem

Probability concept and frequency distribution

Probability distributions (discrete & continuous): Binomial, Poisson, Geometric, Hypergeometric, Weibull, and Normal distribution.

PUSTAKA

UTAMA/REFERENCES

Walpole, R.E, Raymond H. Myers, S.H. Myers, Keying Ye, Probability and Statistics for Engineers and Scientists 7th ed, New Jersey, Prentice Hall Inc., 2002.

Ross, Sheldon, A First Course in Probability 4th ed., Prentice Hall Int, 1994.

Kvanli, Alan H, R.J Pavur, K. B. Keeling, Introduction to Business Statistics 6th ed., Thomson South Western, 2003.

Mendenhall, William, Terry Sincich, Statistic for Engineering and the Sciences 4th ed., Prentice Hall International Inc., 1995.

Iman, Ronald L. & J Conover, Modern Business Statistics, New York, John Wiley and Sons, 1983.

MATA KULIAH/

COURSE TITLE

TI091207 : Analisis dan Estimasi Biaya

TI091207 :Cost Estimation and Analysis

Credits: 3

Semester: III

TUJUAN

PEMBELAJARAN/LEARNING

OBJECTIVES

Analisis biaya adalah mata kuliah yang akan memberikan mahasiswa mengenai wawasan dan pengetahuan mengenai hal-hal yang terkait dengan keuangan perusahaan, dimulai dari proses akuntansinya hingga melakukan analisis penggunaan laporan akuntansi tersebut.Tujuan kuliah ini untuk memberikan pemahaman dasar kepada mahasiswa tentang konsep dasar proses

akuntansi keuangan mulai dari transaksi, jurnal, buku besar sampai dengan laporan keuangan, memberikan pemahaman dasar tentang biaya dan perilakunya serta pembebanannya sesuai dengan jenis industrinya, memberikan pemahaman dasar tentang sistem biaya berbasis aktivitas dan pengelolaan usaha berbasis aktivitas,mengevaluasi dan menganalisa kinerja keuangan usaha atas dasar laporan akuntansi dan menggunakan akuntansi sebagai alat untuk memahami bisnis/usaha.

The course provides students with knowledge of aspects related to corporates’ financial, from the accounting process to the analysis of accounting reports. It aims to give students undertanding about basic concept of financial accounting reports including transaction, journals, ledger, and accounting reports. It also discusses about various costs, cost’s behaviour and allocation based on the type of industry. Furthermore, the course explores about activity based cost, managing activity based business, evaluating and analyzing financial performance based on accounting reports and use it as a medium to understand a business.

KOMPETENSI/COMPETENCY

Keterampilan memecahkan masalah

Ketrampilan manajerial

Perancang sistem

Problem Solving Skills

Managerial Skills

System Designer

POKOK

BAHASAN/SUBJECTS

Akuntansi dan kegiatan usaha.

Analisa transaksi, konsep penandingan dan proses penyesuaian, siklus akuntansi, sistem akuntansi dan pengendalian internal.

Konsep tentang biaya dan perilakunya, estimasi biaya dan analisis varian.

Sistem biaya atas dasar pesanan, sistem biaya atas dasar proses, dan sistem biaya atas dasar aktifitas.

Analisis laporan keuangan.

Accounting and business activity.

Transactiona analysis, comparison method and adjusting process, accounting cycle, accounting system, and internal control.

The concept of cost and its behaviour, cost estimation and variance analysis.

Order based costing, process based costing, and activity based costing.

Financial report analysis.

PUSTAKA

UTAMA/REFERENCES

1. Jones, K.H., “Introduction to Financial Accounting, A User Perspective”, Prentice Hall, 2004.

2. Hilton, “Managerial Accounting”, 5th, McGraw Hill, 2008.

3. Grant & Bell, “Basic Accounting & Cost Accounting”, 2nd, McGraw Hill, 1964.

4. Gray & Rickets, “Cost & Managerial Accounting”, McGraw Hill, 1982.

5. Soemarso, S.R., “Akuntansi Suatu Pengantar”, Salemba Empat, 2007.

MATA KULIAH/

COURSE TITLE

TI091208 : Matematika Optimasi I

TI091208 :Optimization Mathematics I

Credits: 3

Semester: III

TUJUAN

PEMBELAJARAN/LEARNING

OBJECTIVES

Mata kuliah ini mengenalkan mahasiswa dengan teknik dasar aljabar linier, termasuk didalamnya topik-topik tentang vector, matriks, vector space dan subspace, dan linear transformations. Mahasiswa diajak menggeluti mathematical reasoning, proofs, dan abstract structures.

The course provides students with basic techniques of linear algebra, including topics related to vectors, matrices, vector spaces and subspaces, and linear transformations. It critically reviews mathematical reasoning, proofs, and abstract structures.

KOMPETENSI/COMPETENCY

Keterampilan memecahkan masalah

Ketrampilan memanfaatkan teknologi informasi

Perancang sistem

Problem solving skills

Proficiency in ICT

System designer

POKOK

BAHASAN/SUBJECTS

Sistem Persamaan Linier, Metode Eliminasi, Matriks dan

Operasi-operasinya, Ekspansi Kofaktor, Determinan, Aturan

Cramer, Vektor, Dot Product, Proyeksi Orthogonal, Cross

Product , Scalar, Triple Product, Kombinasi Linier,

Merentang (Span), Vektor Bebas Linier, Koordinat , Basis

dan Dimensi, Proses Gram-Schmidt, Dekomposisi QR, Least

Squares Fitting to Data, Perubahan Basis, Nilai Eigen dan

Vektor Eigen, Diagonalisasi, Diagonalisasi Orthogonal,

Transformasi Linier Secara Umum, Kernel dan Range,

Invers, Transformasi Linier, Matriks Transformasi,

Similaritas.

Linear equation system, Elimination methods, Matrix and its operations, Cofactor Expansion, Determinant, Cramer rule, Vector, Dot Product, Orthogonal Projection, Cross Product, Scalar, Triple Product, Linear Combination, Span, Linear Free Vector, Coordinate, Basis and Dimension, Gram-Schmidt Process, QR Decomposition, Least square fitting to data, Basis Change, Eigen value and Eigen vector, Diagonalization, Orthogonal diagonalization, General Linear Transformation, Kernel and Range, Inverse, Linear Transformation, Transformation Matrix, Similarity.

PUSTAKA

UTAMA/REFERENCES Anton H., Elementary Linear Algebra 9th Edition, Wiley Linear Algebra Jim Hefferon, Ebook.

MATA KULIAH/

COURSE TITLE

TI091209 : Otomasi Industri

TI091209 :Industrial Automation

Credits: 2

Semester: III

TUJUAN

PEMBELAJARAN/LEARNING Kuliah ini memberikan pemahaman tentang peran otomasi

OBJECTIVES dalam mendukung proses bisnis di bidang manufaktur dan jasa serta pengetahuan dasar suatu sistem otomasi. Pada akhir perkuliahan mahasiswa diharapkan mampu mengidentifikasi kebutuhan otomasi serta menganalisa aspek teknis dan non teknis perancangan sistem otomasi dalam suatu sistem manufaktur dan jasa.

This course provides students understanding about the roles of automation to support business process in manufacturing and services as well as the basic knowledge of automation system. By the end of the course students are expected to show their capabilities to identify the requirements of automation and to analyze technical and non-technical aspects in automation system design of manufacturing and services.

KOMPETENSI/COMPETENCY

Perancang Sistem

Ketrampilan Sintesis, integrasi, dan perancangan

Ketrampilan Manajerial

System designer

Synthesizing, integrating, and designing skills

Managerial skills

POKOK

BAHASAN/SUBJECTS

Pengantarotomasi industri, jenis-jenis dan level otomasi, penerapan otomasi pada sistem industri manufaktur.

Logika otomasi, sensor, aktuator, komponen sistem kontrol, dan hasil-hasil proses sensing.

Fuzzy logic control, sistem kendali, ladder diagram.

Elektronika dan microprocessor.

Perancangan otomasi industri.

Introduction to industrial automation, automation types and levels, automation application in manufacturing.

Automation logic, censor, actuator, components of control system, sensing process output.

Fuzzy logic control, control system, ladder diagram.

Electronics and microprocessors.

Design of industrial automation.

PUSTAKA

UTAMA/REFERENCES

1. Groover, MP 2001, Automation, Production Systems, and Computer – Integrated Manufacturing, 2

nd edition,

Prentice Hall, New Jersey 2. Soloman, S 1994, Sensors and Control Systems in

Manufacturing, McGraw-Hill, New York 3. Toncich, DJ 1993, Data Communications and

Networking for Manufacturing Industries, Chrystobel Engineering, Brighton

4. Toncich, DJ 1994, Computer Architecture and Interfacing to Mechatronic Systems, Chrystobel Engineering, Brighton

5. http://oeiwcs.omron.com/ 6. http://www.autodev.com/ADI_Catalog/I1.htm 7. http://www.roboticsonline.com 8. http://www.seikorobots.com

MATA KULIAH/

COURSE TITLE

TI091304 : Statistik Industri II

TI091304 :Industrial Statistics II

Credits: 3

Semester: III

TUJUAN

PEMBELAJARAN/LEARNING

OBJECTIVES

Memahami dan memiliki kemampuan dalam menggunakan

salah satu metode pengambilan keputusan dalam statistik

inferensial, yaitu pengujian hipotesa baik parametrik

maupun non-parametrik, Memiliki kemampuan serta

mampu membangun model-model hubungan antar

variabel baik yang bersifat univariate maupun multivariate,

Memahami konsep analisis variansi sebagai dasar

pembuatan suatu rancangan eksperimen serta memahami

dan mampu menerapkan beberapa teknik dalam analisa

data kategorial.

The course is designed to provide students with an

understanding and ability to use one of decision making

methods using inferential statistics, including parametric

hypothesis testing and non parametric. By the end of the

course, students are expected to be able to build inter-

variables relationship models both univariate and

multivariate, to understand variance analysis concept as a

foundation to build experiments design, and to be able to

implement categorical data analysis techniques.

KOMPETENSI/COMPETENCY Keterampilan memecahkan masalah

Keterampilan memanfaatkan teknologi informasi

Ketrampilan analisis

Problem solving skills

Proficiency in ICT

Analytical skills

POKOK

BAHASAN/SUBJECTS

Uji Hipotesa, meliputi : Uji Satu Arah dan Dua Arah

Statistik Non-Parametrik dan Penerapan Uji Chi-Square dalam Analisa Data Kategori

Analisa Regresi, meliputi Model Regresi dan Metode Estimasi Parameter dalam Model Regresi

Analisis Variansi (ANOVA), meliputi : One Way ANOVA dan Two Way ANOVA

Multivariate Analysis, meliputi : Analisa Faktor, Analisa Kluster, Analisa Diskriminan dan Analisa Komponen Utama

Hypothesis tests: one way test and two way tests

Non parametric statistics and Chi-Square and categorial data analysis implementation

Regression analysis; it includes Regression Model and Parameter Estimation Method in Regression Model

Analysis of Variance (ANOVA) consists of one way ANOVA and two way ANOVA

Multivariate analysis, including: Factor Analysis, Cluster Analysis, Discriminant Analysis, and Main Compononent Analysis.

PUSTAKA

UTAMA/REFERENCES

Dillon, William R, Matthew Goldstein, Multivariate Analysis, Canada, John Wiley and Sons, 1984.

Iman, Ronald L. & J Conover, Modern Business Statistics, New York, John Wiley and Sons, 1983.

Kvanli, Alan H, R.J Pavur, K. B. Keeling, Introduction to Business Statistics 6th ed., Thomson South Western, 2003.

Mendenhall, William, Terry Sincich, Statistic for Engineering and the Sciences 4th ed., Prentice Hall International Inc., 1995.

Sprent, P., Applied Nonparametric Statistical Methods, Chapman and Hall, 1989.

Walpole, R.E, Raymond H. Myers, S.H. Myers, Keying Ye, Probability and Statistics for Engineers and Scientists 7th ed, New Jersey, Prentice Hall Inc., 2002.

MATA KULIAH/

COURSE TITLE

TI091305 : Ergonomi dan Perancangan Sistem Kerja

TI091305 :Ergonomics and Work Design

Credits: 3

Semester: III

TUJUAN

PEMBELAJARAN/LEARNING

OBJECTIVES

Kuliah ini memberikan pemahaman bagi mahasiswa aspek-aspek mengenai kemampuan, kelebihan serta keterbatasan manusia untuk berinteraksi dengan sistem kerjanya sehingga dapat merancang sistem kerja yang ergonomis dimana sistem kerja tersebut memungkinkan manusia dapat bekerja secara efektif, nyaman, aman, sehat, dan efisien.

This course provides students with knowledge about human strengths and limitations in interacting within her/his work system and based on this knowledge, students can design a work system where human is effectively, comfortably, safely, healthy, and efficiently doing their jobs.

KOMPETENSI/COMPETENCY

Perancang Sistem

Ketrampilan Sintesis, integrasi, dan perancangan

Ketrampilan Manajerial

System designer

Synthesizing, integrating, and designing skills

Managerial skills

POKOK

BAHASAN/SUBJECTS

Pengantar dan definisi ergonomi, latar belakang historis dan pengembangannya.

Peranan manusia sebagai komponen sistem manusia-mesin.

Pengaruh kemampuan dan keterbatasan manusia baik secara fisik maupun dari segi mental psikologis kerja.

Perancangan sistem dan pengembangan metode kerja guna mengefektikan serta mengefisienkan kerja.

Praktikum ergonomi di Laboratorium Ergonomi Industri.

Introduction and definition; historical background and recent development of ergonomics.

Human role as one of human-machine system components.

Human strength and limitations: physically and

mentally.

System design and work method development.

Practicum.

PUSTAKA

UTAMA/REFERENCES

Granjean, E. Fitting The Tasl To The Man : An Ergonomic Approach, London : Taylor & Francis Ltd., 1982.

McCormick, Ernest J and Sanders, Human Factors In Engineering And Design, New York : McGraw-Hill Book Co., 1992.

Nurmianto, Ergonomi : Konsep Dasar dan Aplikasinya(Ergonomics : Basic Principles and Applications), Jakarta : Guna Widya, 1996.

Pulat,Mustafa, Fundamentals of Industrial Ergonomics, New Jersey : Prentice Hall, 1992.

Wickens, Christopher D.; Gordon, Sallie E.; Liu, Yili, An Introduction to Human Factors Engineering, New York : Addison Wesley Longman, 1998.

MATA KULIAH/

COURSE TITLE

TI091101 : Matematika Optimasi II

TI091101 :Optimization Mathematics II

Credits: 3

Semester: IV

TUJUAN

PEMBELAJARAN/LEARNING

OBJECTIVES

Mengenalkan mahasiswa dengan berbagai kelas optimasi

dengan pembatas, bisa menyelesaikannya baik dengan

manual maupun program komputer sederhana.

To provide students with an understanding of various

constrained optimization classes as well as the solving

methods which can be applied either manually or using

simple computer programs.

KOMPETENSI/COMPETENCY

Keterampilan memecahkan masalah

Keterampilan memanfaatkan teknologi informasi

Ketrampilan analisis

Problem solving skills

Proficiency in ICT

Analytical skills

POKOK

BAHASAN/SUBJECTS

Direct search and gradient based search

Constrained optimization: Lagrange problem, karush

khun tucker condition

Linearization method for constrained problems

Metoda dekomposisi

Interior point method :Primal-Dual Solutions and

Central Path, Primal Affine-Scaling Method, Primal

Newton Barrier Method, Primal-Dual Interior-Point

Methods

PUSTAKA

UTAMA/REFERENCES

Reklaitis, Ravindran. Engineering optimization, Wiley and Sons.

Watkins D.S.Fundamental of Matrix computations, John Wiley and Sons.

Venkataraman,Optimizations with Matlab, , Wiley and Sons.

Budi Santosa. Matlab untuk statistika dan teknik optimasi, Graha Ilmu.

MATA KULIAH/

COURSE TITLE

TI091306: Penelitian Operasional I

TI091306:Operations Research I

Credits: 3

Semester: IV

TUJUAN

PEMBELAJARAN/LEARNING

OBJECTIVES

Mahasiswa mampu memahami konsep dasar dan metode

penyelesaian permasalahan persamaan linear,

pemrograman linear serta aplikasi-aplikasi programa linear

dalam permasalahan Transportasi dan Penugasan dan

Network Flows Problem.

To provide students with an understanding of basic concept and linear equation problem solving methods, linear programming (LP), and LP applications especially Transportation, Assignment, and Network Flow Problems.

KOMPETENSI/COMPETENCY Keterampilan memecahkan masalah

Keterampilan memanfaatkan teknologi informasi

Ketrampilan analisis

Problem solving skills

Proficiency in ICT

Analytical skills

POKOK

BAHASAN/SUBJECTS

Pengertian dan operasi dasar vektor

Pengertian dan operasi dasar matriks

Pengantar permodelan yang bersifat deterministik

Metode simplex, dualitas, dan sensitivitas

Permasalahan transportasi, penugasan dan network flow

Vector: an overview and basic operations

Matrix: an overview and basic operations

An introduction to deterministic modeling

Simplex method, duality, and sensitivity

Transportation, Assignment, and Network Flow Problems.

PUSTAKA

UTAMA/REFERENCES

Bazaraa, Mokhtar S,Linear Programming and Network Flows 2nd edition, John Wiley & Sons Inc.

Taha, Hamdy A, “Operations Research: An Introduction”, Prentice Hall Education, 7th Ed

Hillier, F. S. and G. J. Lieberman, Introduction to Operations Research, McGraw-Hill Science, 2002.

MATA KULIAH/

COURSE TITLE

TI091307 : Teknik Tata Cara dan Pengukuran Kerja

TI091307 :Methods Engineering and Work Measurement

Credits: 3

Semester: IV

MATA KULIAH/

COURSE TITLE

TI091308 : Manajemen Proyek

TI091308 :Project Management

Credits: 2

Semester: IV

TUJUAN

PEMBELAJARAN/LEARNING

OBJECTIVES

Tujuan umum mata kuliah ini adalah membangun

kemampuan mahasiswa untuk mengaplikasikan metode-

metode atau teknik-teknik dalam pengelolaan proyek

dalam rangka memenuhi tujuan proyek, yaitu tepat waktu,

tepat anggaran, dan pemenuhan ruang lingkup proyek.

Mata kuliah ini mendalami segala aspek yang berkaitan

dengan proyek mulai dari konsep dasar proyek, perbedaan

karakteristiknya dengan pekerjaan atau program dalam

suatu perusahaan, serta segala sesuatu mengenai

pengelolaan proyek baik aspek teknis maupun manajerial.

The course aims to build students skills to apply the

methods or techniques of managing projects in achieving

project’s goals, which are: on time delivery, on the right

costs, and fulfilling the scope of the projects. This course

discusses in depth about various aspects related in a project

that include basic concepts of project, project

characteristics and the differences in comparison with

program in a company, and projects management in terms

of technical and managerial aspects.

KOMPETENSI/COMPETENCIES

Ketrampilan Sintesis, integrasi, dan perancangan

Ketrampilan Manajerial

Ketrampilan memecahkan masalah

Synthesizing, integrating, and designing skills

Managerial skills

Problem solving skills

POKOK BAHASAN/SUBJECTS

Pengantar manajemen proyek

Organisasi proyek: struktur, budaya, dan stakeholder management

Seleksi proyek, perencanaan proyek, dan penjadwalan proyek

Pengalokasian sumber daya, manajemen resiko, kepemimpinan dan optimisasi proyek.

Pengendalian proyek dan aspek-aspek lain dalam manajemen proyek

Introduction to project management

Project organization: structure, cultures, and stakeholder management

Projects selection, project planning and scheduling

Resources allocation, risk management, leadership and project optimization.

Project control and other aspects in project management.

PUSTAKA

UTAMA/REFERENCES 1. Gray & Larson (2004). Project Management, the

Managerial Process, Mc Graw Hill, Boston. 2. Kerzner, H. (2003). Project Management: A systems

approach to planning, scheduling, and controlling. Eight Edition, John Wiley & Sons, Inc.

3. Santosa, Budi (1997). Manajemen Proyek, Guna Widya, Edisi 1 cetakan 2.

MATA KULIAH/

COURSE TITLE

TI091309 : Sistem Manufaktur

TI091309 :Manufacturing System

Credits: 4

Semester: IV

TUJUAN

PEMBELAJARAN/LEARNING

OBJECTIVES

Memberikan kemampuan untuk memahami dan menganalisa sistem manufaktur yang meliputi proses manufaktur, pemindahan material, penyimpanan material, inspeksi, dan packaging serta aktivitas non-fisik yang menunjang operasional manufaktur.

The course aims to build students skills to understand and analyze manufacturing system in which includes manufacturing process, material transfer, material storage (warehousing), inspection, packaging and non-physical activities to support manufacturing operations.

KOMPETENSI/COMPETENCY

Ketrampilan Sintesis, integrasi, dan perancangan

Ketrampilan Manajerial

Ketrampilan memecahkan masalah

Synthesizing, integrating, and designing skills

Managerial skills

Problem solving skills

POKOK

BAHASAN/SUBJECTS

Pengantar sistem manufaktur

Perencanaan sistem manufaktur, desain dalam sistem manufaktur

Material handling, Inspeksi dan pengepakan, Automated Data Capture (ADC), dan sistem perakitan

Sel manufaktur stasiun tunggal, Grup teknologi atau cellular manufacturing, sistem manufaktur fleksible

Perencanaan dan pengendalian sistem manufaktur, fungsi bisnis lainnya dalam sistem manufaktur, manufacturing assesment, dan konsep-konsep khusus yang meliputi: JIT, Lean Production, Agile, Reconfigurable Manufacturing System, dan Intelligent manufacturing system.

Introduction to Manufacturing System

Manufacturing system planning, and design in the manufacturing system.

Material handling, inspection and packaging, Automated Data Capture (ADC), and assembly system.

Single station manufacturing cells, Group Technology and/or cellular manufacturing, Flexible Manufacturing System (FMS)

Manufacturing system planning and control, other business function in manufacturing system, manufacturing assessment, Special concepts: Just In Time, Lean Production, Agile, Reconfigurable Manufacturing System, and Intelligent Manufacturing System.

PUSTAKA

UTAMA/REFERENCES

1. Groover, M.P 2001, Automation, Production Systems, and Computer Integrated Manufacturing, Prentice Hall

2. Boothroyd, G 1992, Assembly Automation and Product Design, Marcel Dekker Inc., New York

3. Lotter, B 1989, Manufacturing Assembly Handbook, Butterworths

MATA KULIAH/

COURSE TITLE

TI091310 : Penelitian Operational II

TI091310:Operations Research II

Credits: 4

Semester: V

TUJUAN

PEMBELAJARAN/LEARNING

OBJECTIVES

Memahami dan mampu membuat model dari sistem yang bersifat probabilistik/stokastik dan teknik-teknik penyelesainnya baik secara algoritmik (manual) maupun dengan bantuan software komputer.

To deliver an understanding and ability to build models of probabilistic/stochastic system and to use appropriate solving techniques both manually and computationally.

KOMPETENSI/COMPETENCY

Keterampilan memecahkan masalah

Keterampilan memanfaatkan teknologi informasi

Perancang sistem

Problem solving skills

Proficiency in ICT

System designer

POKOK

BAHASAN/SUBJECTS

Program Integer

Goal Programming

Proses dan rantai markov

Teori dan model antrian

Pengantar simulasi (Monte carlo) dan Teori permainan

Integer Programming

Goal Programming

Markov chain and the process

Queuing theory and queuing model

Introduction to simulation (Monte Carlo) and Game theory

PUSTAKA

UTAMA/REFERENCES

Winston, Wayne, L. Operations Research; Applications and Algorithms 4

th Ed, Thomson Learning, Inc., 2004

Taha, Hamdy A, Operations Research: An Introduction 7th

Ed, Prentice Hall Education, 2003.

Hillier, F. S. and G. J. Lieberman, Introduction to Operations Research, McGraw-Hill, 2002.

Ravindran, dan Philips, Don T., Operation Research; Principles and Practice, John Wiley, 2000.

MATA KULIAH/

COURSE TITLE

TI091311 : Ekonomi Teknik

TI091311 :Engineering Economics

Credits: 3

Semester: V

TUJUAN

PEMBELAJARAN/

LEARNING

OBJECTIVES

Mampu melakukan evaluasi kelayakan dari beberapa proposal teknik dalam kaitannya dengan dimensi nilai (worth) dan biaya (cost), serta mampu membuat suatu keputusan ekonomik dan memahami resiko/dampak ekonomik dari suatu permasalahan aplikasi teknik (engineering application) di suatu industri.

To evaluate the feasibility of several engineering proposals in relation to their dimension of worth and cost, and have capability to make economic decisions and understand the economic impacts of an implementation of any engineering applications in an industry.

KOMPETENSI/ Ketrampilan Sintesis, integrasi, dan perancangan

Ketrampilan Manajerial

COMPETENCIES

Ketrampilan memecahkan masalah

Synthesizing, integrating, and designing skills

Managerial skills

Problem solving skills

POKOK

BAHASAN/

SUBJECTS

Konsep ekonomi dan biaya.

Ekivalensi Ekonomi.

Metode-metode untuk melakukan perbandingan alternatif: Nilai Sekarang, Nilai Mendatang, Nilai Seragam, Rate of Return, Analisis Manfaat dan Biaya

Analisis Penggantian.

Analisis Ekonomik yang terkait dengan faktor depresiasi, pajak, resiko, serta kondisi ketidakpastian.

Concept of economics and cost.

Economic equivalent.

Methods to compare investment alternatives: Present Value, Future Value, Annual Value, Rate of Return, and Benefit Cost Analysis.

Replacement analysis

Any economic analysis, which is related to depreciation, tax, risk, and uncertainty.

PUSTAKA

UTAMA/REFERE

NCES

Thuesen,G.J.; Fabrycky,W.J. (2002), Engineering Economy, 9

th Edition,

Prentice Hall Inc.,New Jersey.

MATA KULIAH/

COURSE TITLE

TI091312 : Perencanaan dan Pengendalian Produksi

TI091312 :Production Planning and Control

Credits: 4

Semester: V

TUJUAN

PEMBELAJARAN/

LEARNING

OBJECTIVES

Perencanaan dan pengendalian produksi terkait dengan keseluruhan proses perencanaan dan pengendalian produksi untuk memenuhi kebutuhan pelanggan dengan sumber daya yang tersedia. Aktivitas yang tercakup di dalamnya meliputi peramalan permintaan, pembuatan rencana produksi, perencanaan kebutuhan material dan kapasitas, penjadwalan sumber daya produksi, dan pengendalian aktivitas di lantai produksi. Tujuan mata kuliah ini adalah untuk memperkenalkan ke mahasiswa berbagai konsep, teknik, metode, maupun isu-isu praktis untuk melakukan perencanaan dan pengendalian produksi.

This course is mainly about the whole process of production planning

and control to meet the demand using available resources. It includes demand forecasting, production planning, material requirements planning and capacities, and production control activities. The aim is to provide students with various concepts, techniques, methods, and practical issues related to the production planning and control.

KOMPETENSI/CO

MPETENCY

Keterampilan sintesis, integrasi, dan perancangan

Keterampilan manajerial

Keterampilan memecahkan masalah

Synthesizing, integrating, and designing skills

Problem solving skills

Managerial skills

POKOK

BAHASAN/SUBJE

CTS

Pengantar tentang sistem produksi dan konteks PPC.

Peramalan permintaan, perencanaan produksi aggregate, pengelolaan persediaan, jadwal induk produksi

Perencanaan kebutuhan bahan, perencanaan kapasitas, pengendalian aktivitas produksi

Beberapa teknik lain (JIT, TOC)

Sistem informasi: Pengenalan ERP, Pengenalan CPFR dalam konteks SCM

Introduction to production system and PPC context

Demand forecasting, aggregate planning, inventory planning, master production schedule

Material requirements planning, capacity planning, production activity control

Other techniques: Just in Time, TOC

The use of information system: Introduction to ERP and CPFR in supply chain context

PUSTAKA

UTAMA/REFERE

NCES

Fogarty, D. W., Blackstone, J. H., and Hoffmann, T. R. (1991). Production and Inventory Management 2nd Ed., South Western Publishing.

Vollmann, T., Berry, W., Whybark, C., and Jacobs, R. (2005). Manufacturing Planning and Control Systems for Supply Chain Management Fifth Ed., McGraw-Hill.

Nahmias, S. (2000). Production and Operations Analysis, 4th Ed., McGraw-Hill/Irwin

MATA KULIAH/

COURSE TITLE

TI091313 : Perancangan Fasilitas

TI091313 :Facilities Planning

Credits: 3

Semester: V

TUJUAN PEMBELAJARAN/

LEARNING OBJECTIVES

Memahami konsep dasar, proses dan teknik-teknik perencanaan fasilitas serta mampu merancang dan mengevaluasi tata letak fasilitas suatu sistem manufaktur / jasa yang terdiri dari mesin, tempat kerja, work-in-process inventory, gudang, serta sistem pemindahan materialnya.

The course provides students with understanding of facilities planning basic concepts, process, and techniques in purpose to design and evaluate facilities layout of manufacturing/services system in which includes machines, work stations, work in process inventory, warehouse, and material handling system.

KOMPETENSI/COMPETENCIES

Perancang sistem

Ketrampilan memecahkan masalah

Keterampilan sintesis, integrasi, dan perancangan

System designer

Problem solving skills

Synthesizing, integrating, and designing skills

POKOK BAHASAN/SUBJECTS

Pengantar perencanaan fasilitas dan analisa lokasi fasilitas.

Analisis produk dan proses, aliran material dan kebutuhan ruang, sistem fasilitas, dan personal requirements.

Pendekatan tradisional, model-model matematik, dan algoritma dasar untuk layout fasilitas.

Computer aided layout design, material handling, gudang dan penyimpanan.

Group Technologydan layout untuk kebutuhan khusus.

Introduction to facilities planning and analysis of facilities location.

Analysis of products and processes, material handling and space requirements, facilities system, and personal requirements.

Conventional approaches, mathematical models, and basic algorithm for layout planning.

Computer aided layout design, material handling, storage and warehousing.

Group Technology and layout for special purpose.

PUSTAKA

UTAMA/REFERENCES

1. Heragu, Sunderesh (1997). Facilities Design, PWS Publishing Company

2. Tompkins, James A; White, John A; Bozer, Yavuz A (2003). Facilities Planning, 3

rd edition, John Wiley &

Sons 3. Richard L Francis, Leon F McGinnis, and John A White

(1992). Facility Layout and Location, An Analytical Approach, 2

nd edition, Prentice Hall

4. Meyers, Fred E and Stephens, Matthew P (2005). Manufacturing Facilities Design and Material Handling, 3

rd edition

5. Apple, James A (1977). Plant Layout and Material Handling Systems Design, John Wiley & Sons

6. Wignjosoebroto, Sritomo (2003). Tata Letak Pabrik dan Pemindahan Bahan, Guna Widya, Surabaya

MATA KULIAH/

COURSE TITLE

TI091314 : Perancangan dan Pengembangan Produk

TI091314 :Products Design and Development

Credits: 3

Semester: V

TUJUAN

PEMBELAJARAN/LEARNING

OBJECTIVES

Perancangan dan pengembangan produk merupakan bagian dari strategi bisnis-industri yang didalamnya mencakup langkah-langkah perencanaan produk mulai dari pengembangan ide/ gagasan tentang fungsi produk (berdasarkan persepsi kebutuhan pasar ataupun inovasi teknologi), perancangan produk (engineering & industrial design), pembuatan prototipe, test & evaluasi dan berlanjut dengan aktivitas produksi serta penjualan (distribusi) produk. Tujuan mata kuliah ini adalah untuk membekali mahasiswa dengan kemampuan merancang suatu produk sebagai bagian dari strategi bisnis-industri secara keseluruhan.

Product design and development is a part of business strategy in which includes product planning: from idea generation of product function either based on market requirements or innovation, product design (engineering and industrial design), prototyping, testing and evaluation, continued by production and marketing or distribution. The course aims to build students skills in designing products as a part of industrial strategy as a whole.

KOMPETENSI/COMPETENCY

Perancang sistem

Keterampilan sintesis, integrasi, dan perancangan

Ketrampilan manajerial

System designer

Problem solving skills

Synthesizing, integrating, and designing skills

POKOK BAHASAN/

SUBJECTS

Definisi & Pengertian Produk

Pengertian produk industri dan perancangan produk baru

Fase 0 : Perencanaan produk [Latar Belakang/ business landscape dan tantangannya, Strategi Pengembangan]

Fase 1 : Pengembangan konsep [analisa pasar/ identifikasi peluang, identifikasi Voice of Customer, Consumer Preference Measurement/ QFD, spesifikasi target dan konsep teknis, seleksi konsep, dan analisa financial]

Fase 2 : Perancangan tingkatan sistem [Arsitektur desain, kansei engineering]

Fase 3 : Perancangan detail [Design for Manufacturing, Design for Assembly, Design for Environmental, Design for X]

Fase 4 : Pengujian dan perbaikan [prototyping]

Fase 5 : Peluncuran produk

Product definition, industrial products and new product design

Phase 0: Product planning, includes background, business landscape and its challenges

Phase 1: concept development (market analysis/ opportunity identification, Voice of Customer identification, consumer preference measurement/QFD, technical concept and target specification, concept selection, and financial analysis)

Phase 2: System level design (architecture design, Kansei engineering)

Phase 3: Detail design (design for manufacturing, design for assembly, design for environmental)

Phase 4: Testing and evaluation (prototyping)

Phase 5: Product launching

PUSTAKA

UTAMA/REFERENCES Cross, Nigel. Engineering Design Methods: Strategies

for Product Design. New York; John Wiley & Sons,

1996.

Roozenburg, NFM and J. Eekels. Product Design: Fundamentals and Methods. Chicester: John Wiley & Sons, 1995.

Urban, Glen L. and John R. Hauser. Design and Marketing of New Products. Englewood Cliffs, NJ : Prentice-Hall Inc., 1993.

Wright, Ian. Design Methods in Engineering and Product Design. London: McGraw-Hill Co., 1998.

Loch, C. and Kavadias, S. (2008) Handbook of New Product Development Management. Elsevier

Annacchino, M. (2003) New Product Development From Initial Idea to Product Management. Elsevier. ISBN : 0750677325

MATA KULIAH/

COURSE TITLE

TI091211 : Manajemen Organisasi dan SDM

TI091211 :Organization &Human Resource Management

Credits: 4

Semester: VI

TUJUAN PEMBELAJARAN/

LEARNING OBJECTIVES

Manajemen organisasi dan sumber daya manusia (MOSDM) merupakan mata kuliah yang mengupas segala sesuatu yang harus dilakukan jika muncul kebutuhan berdirinya suatu organisasi industri, bagaimana bentuk organisasi yang sesuai untuk kebutuhan dan kondisi lingkungan tertentu, sekaligus bagaimana cara mengelola organisasi industri tersebut agar mampu bertahan, dan terus berkembang menghadapi dinamika lingkungan eksternal yang terus-menerus berubah. Tujuan mata kuliah ini adalah mahasiswa mampu mengembangkan kemampuan merancang suatu organisasi yang sesuai dengan kebutuhan dan kondisi lingkungan, serta merancang suatu sistem manajemen sumber daya manusia (SDM) yang sesuai untuk organisasi tersebut.

The course discusses in depth about things need to be done establishing an industrial organization, including what is the best suitable form of organization for specific need and certain environment condition, as well as how to manage industrial organization in order to survive, and keep growing in facing external environment dynamics that changes over time. It aims to build students skills of designing an appropriate organization for a specific need and to design the best suitable human resource

management system for that organization.

KOMPETENSI/COMPETENCIES

Perancang sistem

Keterampilan manajerial

Ketrampilan memecahkan masalah

Keterampilan sintesis, integrasi, dan perancangan

System designer

Managerial skills

Problem solving skills

Synthesizing, integrating, and designing skills

POKOK BAHASAN/SUBJECTS

Hubungan antara kebutuhan/strategi organisasi dengan bentuk organisasi dan strategi manajemen sumber daya manusia (MSDM).

Pengantar manajemen organisasi, desain struktur organisasi, mengelola budaya organisasi, dan pengembangan organisasi.

Manajemen sumber daya manusia strategis, analisa jabatan, perencanaan dan perekrutan SDM, seleksi SDM, dan pengembangan SDM.

Penilaian kinerja, kompensasi, dan manajemen SDM berbasis kompetensi.

Hubungan industri, manajemen perubahan, manajemen konflik, dan manajemen SDM global.

Alignment between organization needs/strategy with organization form and human resource management strategy.

Introduction to organization management, organization structure design, managing organization cultures, and organization growth.

Strategic human resource management (HRM), job analysis, human resource planning and recruitment, human resource selection and developments.

Performance appraisal, compensation (wages, incentives, benefits and services), and competence based HRM.

Industrial relations, organization renewal, conflict management, and global HRM.

PUSTAKA

UTAMA/REFERENCES

1. Dessler, Gary. Human Resource Management, 10th ed. Pearson Prentice Hall: 2005

2. Jones, Gareth R. Organizational Theory, design, and Change, 4

th ed. Prentice Hall: 2004

MATA KULIAH/

COURSE TITLE

TI091315 : Permodelan Sistem

TI091315 :System Modeling

Credits: 2

Semester: VI

TUJUAN

PEMBELAJARAN/

LEARNING

OBJECTIVES

Memahami suatu pendekatan untuk memecahkan permasalahan nyata

mulai dari tahap identifikasi dan pendefinisian masalah, pendekatan

sistem untuk pemecahan masalah, proses pemodelan, pemilihan model,

perancangan/pengembangan model, teknik solusi, sampai dengan

analisis model.

To understand approaching methods of real problem solving started

from identification stage and problem definition, system approach

method, modeling process, model selection, model design and

development, solution techniques, to the model analysis.

KOMPETENSI/CO

MPETENCIES

Perancang sistem Keterampilan sintesis, integrasi, dan perancangan

Ketrampilan memecahkan masalah

System designer

Synthesizing, integrating, and designing skills

Problem solving skills

POKOK

BAHASAN/SUBJE

CTS

Sistem dan berpikir system, identifikasi dan pendefinisian masalah

Pendekatan sistem untuk pemecahan masalah

Proses pemodelan dengan pendekatan hard Operations Research,soft Operations Research (Soft System Methodology) dan analisis keputusan.

Pemilihan model dan perancangan/pengembangan model untuk pemecahan masalah

Teknik/pendekatan untuk mendapatkan solusi model dan analisis model

System and system thinking, problem identification and definition

System approach for problem solving

Modeling process using hard operations research approach, soft operations research approach (Soft System Mehodology) and decision analysis.

Model selection, and model design/development for problem solving

Techniques to obtain model solution and model analysis.

PUSTAKA

UTAMA/REFERE

NCES

1. Deallenbach, H.G. and McNickle, D.C. (2005), Management Science: Decision making through system thinking, Palgrave Macmillan.

2. Murthy, D.N.P., Page, M.W., and Rodin, E.Y. (1990),Mathematical Modelling, Pergamon Press.

3. Boardman, J. and Sauser, B. (2008), SystemsThinking: Coping with 21th Centrury Problem, CRC Press.

4. Murthy, D.N.P., Page, M.W., and Rodin, E.Y. (1990),Mathematical Modelling, Pergamon Press.

MATA KULIAH/

COURSE TITLE

TI091316 : Teknik Pengendalian Kualitas

TI091316 :Quality Control Techniques

Credits: 3

Semester: VI

TUJUAN

PEMBELAJARAN/LEARNING

OBJECTIVES

Memahami teknik-teknik yang dapat digunakan untuk

mengendalikan mutu produk yang sangat penting untuk

merancang sebuah sistem jaminan mutu.

To deliver an understanding and knowledge of quality

control techniques of which very important to design a

quality assurance system.

KOMPETENSI/COMPETENCIES

Perancang sistem

Keterampilan manajerial

Ketrampilan memecahkan masalah

System designer

Managerial skills

Problem solving skills

POKOK BAHASAN/SUBJECTS

Konsep dasar teknik pengendalian kualitas

Teknik pengendalian, faktor penentu kualitas output produksi dan cara pengendaliannya, aplikasi 7 tools.

Sampling, penggunaan standard dalam proses pengendalian kualitas

Aplikasi peta kontrol: attributes dan variables control charts

Sistem jaminan kualitas: dokumentasi sistem mutu, sistem manajemen mutu standard, ISO 9000, Malcolm

Baldridge, Six Sigma

The basic concepts of quality control techniques

Control techniques, production output quality influencing factors and control methods, 7 tools applications.

Sampling, standard uses in quality control process.

Control chart applications: attributes and variables control charts

Quality assurance system: quality sistem documentation, standard quality management system, ISO 9000, Malcolm Baldridge, Six Sigma

PUSTAKA

UTAMA/REFERENCES

5. Montgomery, Douglas C. (2005), Introduction to Statistical Quality Control. New York: John Wiley & Sons Corp.

6. Grant, E.L. and R.S. Leavenworth (2000). Statistical Quality Control. New York: McGraw-Hill Book, Co.

7. Gitlow, Howards S. (1995), Total Quality Control. Tools and Methods for Improvement, Irwin Co. Publishing Company.

MATA KULIAH/

COURSE TITLE

TI091317: Simulasi Sistem Industri

TI091317:Industrial System Simulation

Credits: 3

Semester: VI

TUJUAN

PEMBELAJARAN/LEARNING

OBJECTIVES

Memahami konsep simulasi, permodelan, input & output

simulasi, serta membandingkan alternatif system.

Mengembangkan kemampuan mahasiswa untuk membuat

model simulasi dengan perangkat lunak simulasi (ARENA)

serta menganalisis & membandingkan alternatif model.

To provide students with an understanding of concepts of

simulation, modeling, input and output analysis as well as

concept of comparing system alternatives. It aims to

develop students’ ability to build simulation models with

ARENA software, to analyze the results, and to compare

alternatives.

KOMPETENSI/COMPETENCIES Keterampilan memecahkan masalah

Keterampilan memanfaatkan teknologi informasi

Ketrampilan analisis

Problem solving skills

Proficiency in ICT

Analytical skills

POKOK BAHASAN/SUBJECTS

Pengantar simulasi: dinamika sistem, simulasi sistem

Dasar-dasar simulasi: tipe-tipe simulasi, perilaku acak, pembangkitan bilangan random.

Simulasi diskrit: tahapan dan analisa input, model konseptual, model simulasi, verifikasi and validasi, analisa output.

Membandingkan sistem

Introduction to simulation: system dynamics, simulation system

Basic Simulation: types of simulation, random behavior, random number generation.

Discrete simulation: stages and input analysis, conceptual model, simulation model, verification and validation, output analysis.

Comparing systems

PUSTAKA

UTAMA/REFERENCES

Harrel, Ghosh, Bowden (2004), Simulation using Promodel, McGraw Hill.

Kelton, David W, Randall P Sadoswski, and David T Sturrock, Simulation with Arena, McGraw Hill.

Birta, Louis G, Arbez (2007), Modelling and Simulation, Springer – Verlag London.

Seldon, M Ross (2006), Simulation, Elsevier

MATA KULIAH/

COURSE TITLE

TI091318 : Manajemen Logistik

TI091318 :Logistics Management

Credits: 3

Semester: VI

TUJUAN

PEMBELAJARAN/

LEARNING

OBJECTIVES

Tujuan mata kuliah ini adalah untuk memberikan pengetahuan dan

ketrampilan bagi mahasiswa untuk memahami konsep-konsep maupun

model-model dalam manajemen logistik serta aplikasinya di dalam

kasus nyata. Mahasiswa juga dibekali untuk trampil menggunakan

aplikasi perangkat lunak bagi setiap materi perkuliahan yang

membutuhkan. Dengan kombinasi antara kemampuan memahami

problem-problem logistik, menterjemahkannya dalam model serta

metoda penyelesaiannya, diharapkan mahasiswa mempunyai

pengetahuan komprehensif tentang manajemen logistik.

The course aims to provide students with understanding on basic concepts and logistics management models and their applications in real case. It also provides required software application for several topics. With the combination of skills of understanding logistics problems, modeling and solving the problems, students are expected to hold a comprehensive understanding about logistics management.

KOMPETENSI/CO

MPETENCY

Keterampilan memecahkan masalah

Keterampilan sintesis, integrasi, dan perancangan

Keterampilan manajerial

Keterampilan memanfaatkan teknologi informasi

Problem solving skills

Synthesizing, integrating, and designing skills

Managerial skills

Proficiency in ICT

POKOK

BAHASAN/SUBJE

CTS

Pengantar Manajemen Logistik, strategi Logistik, karakteristik

produk, Customer Service dalam logistik

Pengolahan pesanan dan Sistem Informasi Logistik, dasar-dasar

perencanaan jaringan distribusi, keputusan-keputusan Lokasi

Fasilitas dalam Jaringan Distribusi, dasar-dasar perencanaan

transportasi logistik

Sistem Pergudangan dan Pemindahan Produk dalam Gudang,

outsourcing dalam Jasa Logistik / Third Party Logistics (3PL)

Topik Kontemporer Dalam Logistik II : - Reverse Logistics

Kuliah Tamu oleh Praktisi - Akademisi Logistik / Plant Visit (Industri

di Surabaya dan Sekitarnya)

Introduction to Logistics Management, logistics strategy, product

characteristics, customer service in logistics.

Order fulfillment and logistics information system, distribution

network planning, decisions on facilities location in a distribution

network, logistics transportation planning

Warehousing system and replenishment, outsourcing in logistics

services (third party logistics/3PL)

Contemporary topic in Logistics II: Reverse Logistics

Guest Lecture and plant visit

PUSTAKA

UTAMA/REFERE

NCES

1. Ghiani, Gianpaolo. (2004). Introduction to Logistics Systems Planning and Control. California: John Wiley and Sons, Ltd.

2. Ballou, Ronald. H. (2004) Business Logistics Management, Prentice Hall International, Inc., USA

3. Chopra, Sunil (2004). Supply chain Management : Strategy,Planning, and Operation. Prentice Hall International, Inc., New Jersey

4. Fleischmand et.al. (2003) Quantitative Modelling in Reverse Logistics, Springer.

MATA KULIAH/

COURSE TITLE

TI091319 : Perancangan Sistem Industri

TI091319 :Industrial System Design

Credits: 3

Semester: VI

TUJUAN

PEMBELAJARAN/

LEARNING

OBJECTIVES

Mata kuliah ini bertujuan untuk memberikan mahasiswa kemampuan dalam merancang dan menganalisa rencana usaha secara terintegrasi menggunakan semua pengetahuan yang telah diajarkan dalam mata kuliah pada semester-semester sebelumnya. Dalam kuliah ini juga membahas secara mendalam mengenai bagaimana melakukan identifikasi peluang usaha, perancangan produk dan proses, pemilihan lokasi pabrik, perancangan stasiun kerja, perancangan tata letak pabrik, dan perancangan PPC.

The course aims to build students skills in designing and analyzing an integrated business plan using all related knowledge given in the previous semesters during the study. Also discussed in depth in this course are: how to identify business opportunity, process and product design, plant location selection, work station design, facilities design, and production planning and control.

KOMPETENSI/

COMPETENCY

Perancang sistem

Keterampilan sintesis, integrasi, dan perancangan

Keterampilan manajerial

System designer

Synthesizing, integrating, and designing skills

Managerial skills

POKOK

BAHASAN/

SUBJECTS

Pendahuluan: konsep analisis dan perancangan usaha

Identifikasi peluang, perkiraan kebutuhan masa datang, sizing pabrik

Perancangan produk/jasa, proses dan kebutuhan mesin

Perancangan stasiun kerja, layout dan penentuan lokasi pabrik

Perancangan sistem PPC

Introduction: analysis concepts and business plan

Opportunity identification, future demand forecasting, plant sizing

Designing products/services, process and machines requirements

Design of work station, layout and plant location selection

Design of production planning and control system (PPC)

PUSTAKA UTAMA/ REFERENCES

Behrens, W, P.M.Hawraner; Manual for the Preparation of Industrial Feasibility Studies; UNIDO-United Nation Publication, 1992.

MATA KULIAH/

COURSE TITLE

TI09XXXX : Metodologi Penelitian

TI09XXXX : Research Methodology

Credits: 0

Semester: VI

TUJUAN

PEMBELAJARAN/

LEARNING

OBJECTIVES

Mata kuliah ini bertujuan untuk membekali mahasiswa Teknik Industri dengan pengetahuan (knowledge), ketrampilan (skill), dan sikap ilmiah (attitude) berkaitan dengan komunikasi ilmiah secara lisan dan tertulis. Secara khusus, mata kuliah ini akan membekali mahasiswa Teknik Industri dengan metode - metode menggali dan menyarikan informasi, melakukan penyuntingan dan menulis referensi, melakukan komunikasi ilmiah baik secara lisan dan tertulis, ketrampilan melakukan riset, dan menulis laporan dan jurnal ilmiah. Dengan memahami hakekat riset dan penulisan ilmiah, seorang sarjana Teknik Industri diharapkan juga dapat menjadi knowledgeable consumer dari produk – produk karya ilmiah yang ada.

This course is designed to provide students with knowledge, skills, and scientific attitude of which related to scientific communication both oral and written. In specific, this course provides students with methods of searching related information, quotation and referencing methods, communicating both orally and written, skills of conducting research, and how to write scientific report or journal. By understanding research methods and scientific reporting in depth, students are expected to be knowledgeable consumers of scientific products in the future.

KOMPETENSI/

COMPETENCY

Intrapersonal dan communication skills

Ketrampilan memanfaatkan teknologi informasi

Penguasaan bahasa Inggirs dan/atau bahasa asing lainnya

Intrapersonal and communication skills

Proficiency in ICT

Proficiency in English and or other language

POKOK

BAHASAN/SUBJE

CTS

Basic learning skills & Learn how to learn, hakekat dan konsep – konsep penelitian

Manajemen penelitian, metode memunculkan ide penelitian, metode pemilihan topik penelitian, literature search, literature review

Critical thinking & critical review, academic writing skills, penulisan referensi & manajemen literatur, penyusunan desain riset

Penggunaan komputer dan software penunjang penelitian

Penulisan laporan ilmiah dan presentasi ilmiah

Basic learning skills and learn how to learn, the concepts of research

Research management, methods of generating research idea, methods of selecting research topics, literature search, and literature review.

Critical thinking and critical review, academic writing skills, referencing methods and literature management, research design building.

The use of computer software to support the research

Scientific reporting and presentation.

PUSTAKA

UTAMA/

REFERENCES

1. Hussey, J. and Hussey, R. (1997) Business Research: A Practical Guide for Undergraduate and Postgraduate Students, Macmillan Business, London.

2. Cooper, D. R. and Schindler, P. S. (2003), Business Research Methods, McGraw Hill, Singapore.

3. Sekaran, U. (2003) Research Methods for Business: A Skill Building Approach, John Wiley & Sons, USA.

MATA KULIAH/

COURSE TITLE

TI091320 : Pemeliharaan dan Teknik Keandalan

TI091320 :Maintenance and Reliability Techniques

Credits: 3

Semester: VII

MATA KULIAH/

TI091321 : Perancangan Sistem Informasi Bisnis

TI091321 :Information System Design for Business

COURSE TITLE Credits: 3

Semester: VII

MATA KULIAH/

COURSE TITLE

TI091322 : Analisis dan Perancangan Usaha

TI091322 :Business Design and Analysis

Credits: 3

Semester: VII

TUJUAN

PEMBELAJARAN/

LEARNING

OBJECTIVES

Analisis dan perancangan usaha adalah mata kuliah lanjutan dari Perencanaan Sistem Industri yang mengintegrasikan mata kuliah lain yang telah diajarkan sebelumnya. Dalam mata kuliah ini, secara kelompok dan dengan supervisi dosen, mahasiswa melanjutkan perancangan yang telah dilakukan dalam Perencanaan Sistem Industri dengan melakukan perancangan supply chain, perancangan pengendalian kualitas dan biaya, perancangan organisasi, analisis keuangan, dan analisis risiko.

This course is an extension of Industrial System Design that integrates most of courses given in the first, second, and third year. In this course, students continue design activities in Industrial System Design class with additional planning include supply chain design, quality and cost design and control, organization design, financial analysis, and risk analysis.

KOMPETENSI/CO

MPETENCY

Perancang sistem

Keterampilan sintesis, integrasi, dan perancangan

Keterampilan manajerial

System designer

Synthesizing, integrating, and designing skills

Managerial skills

POKOK

BAHASAN/SUBJE

CTS

Perancangan sistem: identifikasi peluang usaha, rancangan produk,

rancangan proses, rancangan sistem produksi dan

pengoperasiannya, rancangan strategi

Analisa kelayakan: aspek keuangan, sosial/lingkungan, dan resiko

Designing system: business opportunity identification, product

design, process design, production system and operations design,

design of strategy.

Feasibility study in financial, social/environmental, and risk aspects.

PUSTAKA

UTAMA/ Behrens, W, P.M.Hawraner; Manual for the Preparation of Industrial Feasibility Studies; UNIDO-United Nation Publication, 1992.

REFERENCES

MATA KULIAH/

COURSE TITLE

TI091323 : Kerja Praktek

TI091323 :Internship

Credits: 2

Semester: VIII

TUJUAN

PEMBELAJARAN/

LEARNING

OBJECTIVES

Kerja praktek adalah mata kuliah kerja lapangan yang dilaksanakan di suatu industri dimana mahasiswa bekerja bersama-sama dengan karyawan lain, supervisor, dan manager, mempraktekkan atau menirukan atau mengikuti kegiatan-kegiatan yang lazimnya dilakukan oleh seorang sarjana teknik industri. Tujuan dari mata kuliah ini adalah agar mahasiswa dapat memahami proses bisnis industri secara utuh, perkerjaan yang terkait dengan bidang teknik industri, serta memberikan pengalaman akan dunia kerja yang akan sangat berguna sebagai bekal bagi seorang sarjana teknik industri.

Internship is a field course in which students work together with employees, supervisors, and managers of a certain industry; practicing, following, and experiencing regular activities of an industrial engineer in an industry. The course aims to give students an overview of a thorough industrial business, the works related to the field of industrial engineering, as well as to give a real work experience that is very useful for an industrial engineer graduate.

KOMPETENSI/CO

MPETENCY

Kemampuan managerial

Kemampuan memecahkan masalah

Intrapersonal dan kemampuan berkomunikasi

Managerial skills

Problem solving skills

Intrapersonal and communication skills

POKOK

BAHASAN/

SUBJECTS

Kerja industri

Deskripsi industri dan produknya

Proses manajemen dan proses produksi

Laporan kerja praktek dan presentasi

Industrial work

Industrial description and the products

Management and production process

Internship report and presentation

PUSTAKA

UTAMA/

REFERENCES

N/A

MATA KULIAH/

COURSE TITLE

TI091324 : Tugas Akhir

TI091324 :Final Project

Credits: 5

Semester: VIII

MATA KULIAH PILIHAN

MATA KULIAH/

COURSE TITLE

TI091416: Metoda Metaheuristik

TI091416: Metaheuristics

Credits: 3

Semester: [VIII]

TUJUAN

PEMBELAJARAN/

LEARNING

OBJECTIVES

Memberikan pemahaman mengenai pendekatan metaheuristik dalam optimasi dan kegunaannya serta kapan digunakan agar mahasiswa mampu memahami dan mengimplementasikan teknik-teknik metaheuristik dan aplikasinya.

Todeliver an understanding about metaheuristics approach in optimization, including what and when to use them. It aims to build student’s ability to implement metaheuristics techniques and their application.

KOMPETENSI/

COMPETENCY

Keterampilan memecahkan masalah Keterampilan memanfaatkan teknologi informasi Ketrampilan analisis

Problem solving skills

ICT skills

Analytical skills

POKOK

BAHASAN/

SUBJECTS

Pengantar optimasi

Optimasi klasik: convex, nonconvex functions, Newton, Steepest

Descent, Modified Newton

Metaheuristik: Genetic Algorithm, Simulated Annealing, Tabu

Search, Ant Colony optimization, Particle swarm optimization,

Cross entropy.

Introduction to optimization

Classical heuristics: convex, nonconvex functions, Newton, Steepest

Descent, Modified Newton

Metaheuristics: Genetic Algorithm, Simulated Annealing, Tabu

Search, Ant Colony optimization, Particle Swarm, Cross Entropy.

PUSTAKA

UTAMA/

J. Dr´eo A. P´etrowski,P. Siarry E. Taillard,Metaheuristics for Hard Optimization, , Springer

MetaheuristicsProgress in Complex Systems Optimization, Springer

Fred Glover,Gary A. Kochenberger,HANDBOOK OF

REFERENCES METAHEURISTICS,Kluwer

Santosa B, Matlab untuk statistika dan teknik optimasi (Matlab for

statistics and Optimization Techniques, Kota, Graha Ilmu, tahun.

MATA KULIAH/

COURSE TITLE

TI091418: Pengambilan Keputusan Kriteria Majemuk

TI091418: Multi Criteria Decision Making (MCDM)

Credits: 3

Semester: [VIII]

TUJUAN

PEMBELAJARAN/

LEARNING

OBJECTIVES

Memberikan pemahaman teori dasar mengenai struktur dan kerangka proses pengambilan keputusan Multikriteria Decision Making (MCDM), serta menjelaskan fenomena konfliktual keputusan pada paradigma "bounded rationality" serta penerapannya dalam problematik pengambilan keputusan pada industri dan sistem riil.

The course provides basic theory about multi criteria decision-making framework. It reviews decision conflict phenomenon in a bounded rationality scheme and its implementation on problematic decision making in industry and real system.

KOMPETENSI/

COMPETENCY

Keterampilan memecahkan masalah

Keterampilan memanfaatkan teknologi informasi

Ketrampilan analisis

Ketrampilan manajerial

Problem solving skills

Proficiency in ICT

Analytical skills

Managerial Skills

POKOK

BAHASAN/

Review konsep optimasi dan prinsip dasar MCDM, preferensi dan

pengukurannya, serta teknik pembobotan dan pengukuran

kriteria.

Penyelesaian Multiobjektif (MOP)dengan pendekatan-agregasi

tunggal : metoda global, fungsi utilitas, metode deviasi minimum,

metode STEP, Goal Programming.

Penyelesaian multikriteria (MCDM) dengan pendekatan agregasi

total dan diskrit : AHP, Struktur dan hirarkhi problem kompleks,

pengukuran preferensi dan penetapan bobot, indeks inkonsistensi,

SUBJECTS

analisis sensitivitas.

Pendekatan MCDM berbasis agregasi parsial: metode ELECTRE I

dan II, konsep outranking dan pemilihan metode, penilaian

concordance dan discordance, penyelesaian forward dan inverse.

Pendekatan PROMETEE I.

Optimization review and MCDM basic theory, its preferences and

measurement, as well as weighting techniques and criteria

measurement.

Multi objective solving method with single aggregation approach:

global method, utility function, minimum deviation method, STEP

method, and Goal Programming.

Multi criteria solving method with total and discrete aggregation:

AHP, complex problem structure and hierarchy, preferences

measurement and weight selection, inconsistency index, and

sensitivity analysis.

Partial aggregation based method: ELECTRE I and II, outranking

concept and methods selection, concordance and discordance

assessment, forward and inverse solving method.

PROMETEE I techniques

PUSTAKA

UTAMA/

REFERENCES

Bana et Costa C.A;Readings in Multiple Criteria Decision Aid, Berlin: Springer Verlag, 1994.

Lawrence, Kenneth.D, Gary R.Reeves and Ronald K.Limberg;“Multi Criteria Apllications”, Application of ManagementScience,Vol.10 (2000), Elsevier Science.

Maystre L.Y., J.Pictet dan J. Simos,“Methode Multicritere ELECTRE”, Presses Polytechniques et Universitqires Romandes(1995), Lausanne.

Tabucanon, M.T; Multipile Criteria Decision Making in Industry, Elsevier, 1995.

Saaty,T.L.;“Fundamental of Decision Making in Priority Theory”,RWS Publications, 1994.

Sen, Pratyush and Jian-Bo Yang,Multiple Criteria Decision Support in Engineering Design, Berlin: Springer Verlag, 1998.

Romero, C.;Handbook of Critical Issues in Goal Programming, London: Pergamon Press, 1992.

Vincke, P., M.Gassner dan B.Roy, Multicriteria Decision Aid, Jon Willey and Sons , 1994.

MATA KULIAH/

COURSE TITLE

TI091408:Faal dan Biomekanika Kerja

TI091408: Occupational Physiology and Biomechanics

Credits: 3

Semester: VII/VIII

TUJUAN

PEMBELAJARAN/

LEARNING

OBJECTIVES

Kuliah ini memberikan pemahaman kepada mahasiswa mengenai kelebihan dan kekurangan aspek faal dan biomekanika manusia saat bekerja, bagaimana mengukurnya, dan memanfaatkannya dalam mendesain sistem kerja yang ergonomis. This course provides students with knowledge about human limitations and strengths in physiological and biomechanical aspects; how to measure them and to use the knowledge to design ergonomic work systems.

KOMPETENSI/

COMPETENCY

Perancang Sistem

Ketrampilan Sintesis, integrasi, dan perancangan

Ketrampilan Manajerial

System designer

Synthesizing, integrating, and designing skills

Managerial skills

POKOK BAHASAN/

SUBJECTS

Pengantar fisiologi dan biomekanika kerja.

Pengukuran kapasitas dan beban kerja secara fisiologis.

Nutrisi dan kebutuhan energy kerja.

Sistem kerangka otot manusia.

Manual material handling.

Introduction to occupational physiology and biomechanics.

Physiological work capacity and demand.

Nutrition and energy needs.

Musculoskeletal systems.

Manual material handling.

PUSTAKA

UTAMA/REFERENCES

Astrand, Textbook of Work Physiology, Mc.Graw Hill, 2003

Nurmianto, Ergonomi : Konsep Dasar dan Aplikasinya(Ergonomics : Basic Principles and Applications), Jakarta : Guna Widya, 1996.

MATA KULIAH/

COURSE TITLE

TI091425: Manajemen Rantai Pasok

TI091425: Supply Chain Management

Credits: 3

Semester: VII/VIII

TUJUAN

PEMBELAJARAN/

LEARNING

OBJECTIVES

Mata kuliah ini terkait dengan pengelolaan aliran barang dan informasi lintas organisasi dengan pendekatan integratif dan kolaboratif. Manajemen rantai pasok yang efektif menciptakan keunggulan dari sisi kecepatan respons maupun efisiensi. Tujuan mata kuliah ini adalah untuk memperkenalkan ke mahasiswa berbagai konsep, teknik, metode, maupun isu-isu praktis terkait dengan pengelolaan rantai pasok.

The course is about managing material and information flows among organizations in a supply chain using integrative and collaborative approaches. An effective supply chain builds competitiveness in term of the responsiveness and efficiency. The course aims to give students understanding about various concepts, techniques, methods, as well as practical issues related to the supply chain management.

KOMPETENSI/

COMPETENCY

Keterampilan sintesis, integrasi, dan perancangan

Keterampilan manajerial

Keterampilan memecahkan masalah

Keterampilan memanfaatkan teknologi informasi

Synthesizing, integrating, and designing skills

Managerial skills

Problem solving skills

Proficiency in ICT

POKOK

BAHASAN/

SUBJECTS

Pengantar manajemen rantai pasok

Strategi rantai pasok, koordinasi produk dan desain rantai pasok,

konfigurasi jaringan dan efek pooling permintaan.

Manajemen permintaan, manajemen persediaan terkoordinasi,

kontrak dalam rantai pasok, manajemen pengadaan dan

hubungan dengan pemasok

Beer Game dan permasalahan koordinasi, bulwhip effect

Mengukur kinerja rantai pasok, penggunaan teknologi informasi

dalam manajemen rantai pasok dan isu-isu global.

Introduction to supply chain management.

Supply chain strategy, coordinated product and supply chain

design, network configuration and demand pooling effect.

Demand Management, coordinated inventory management,

Contract in supply chain, procurement management and supplier

relationships.

The beer game and coordination issues, Bullwhip effect

Measuring supply chain performance, IT in supply chain

management, global SC issues.

PUSTAKA

UTAMA/

REFERENCES

Chopra, S., and Meindl, P. (2007). Supply chain management: Strategy, planning, and operations, 3rd Edition. New Jersey - Prentice-Hall.

Simchi-Levi, D., Kaminski, P., and Simchi-Levi, E. (2000). Designing and managing the supply chain: Concept, strategies, and case studies. Irwin McGraw-Hill.

Pujawan, I N. (2005). Supply Chain Management. Guna Widya.

MATA KULIAH/

COURSE TITLE

TI091428 : Sustainable Manufacturing

TI091428 : Sustainable Manufacturing

Credits: 3

Semester: VII/VIII

TUJUAN

PEMBELAJARAN/

LEARNING

OBJECTIVES

Mata kuliah ini merupakan mata kuliah pilihan yang didesain untuk memberikan pemahaman terhadap konsep keberlanjutan (sustainability), efeknya terhadap industri, dan berbagai teknik yang dapat digunakan untuk mencapai sustainable manufacturing. Dengan demikian diharapkan mahasiswa Teknik Industri nantinya akan menjadi sarjana plus yang memiliki kepekaan terhadap lingkungan dan mampu meningkatkan total kinerja industri.

This course is designed to provide students with an understanding of sustainability issues, the concepts and the scope of SM, the strategies in SM, the management approaches in SM, and tools commonly used in SM. In the current situation, integrating sustainability into business process will enhance business’s total performance and competitiveness. Skills developed and knowledge acquired from this course will prepare students to be environmentally conscious engineers who are sensitive to environmentally related problems and capable to solve those problems and enhance total performance of industries.

KOMPETENSI/ Kemampuan mengakomodasikan isu lingkungan dan

COMPETENCY keberlanjutan

Perancang sistem

Keterampilan manajerial

Ability to accommodate environmental issues & sustainabilities

System designer

Managerial skills

POKOK

BAHASAN/

SUBJECTS

Sejarah sustainable development, konsep, ruang lingkup, dan dampaknya pada aspek kehidupan

Sustainable manufacturing, isu-isu sustainability makro, regulasi mengenai lingkungan dan implikasinya pada proses bisnis

Upgrading, penggunaan ulang, manufaktur ulang, dan daur ulang

Life Cycle Management (LCM), Life Cycle Engineering (LCE), Life Cycle Assessment (LCA), and Life Cycle Costing (LCC)

Manajemen data produk, Technical Support, dan Topik Khusus

The history of sustainable development, concepts, scope, and the impacts in aspects of life

Sustainable manufacturing, macro sustainability issues, environmental regulations and the implications in business process

Upgrading, reuse, remanufacturing, and recycling

Life Cycle Management (LCM), Life Cycle Engineering (LCE), Life Cycle Assessment (LCA), and Life Cycle Costing (LCC)

Product Data Management (PDM), Technical Support (TS), and special issues.

PUSTAKA

UTAMA/REFERE

NCES

1. Billatos, S.B. and Basaly, N.A. (1997) Green Technology and Design for the Environment, Taylor & Francis

2. Curran, M.A. (1996) Environmental Life-Cycle Assessment, McGraw-Hill

3. Fiksel, J. (1997) Design for Environment – Creating Eco – Efficient Products andProcesses, McGraw Hill

4. Hines, P. and Taylor, D. (2000) Going Lean, Lean Enterprise Research Centre, UK.

5. Steinhilper, R. (1998) Remanufacturing: The Ultimate Form of Recycling, Fraunhofer IRB Verlag, Stuttgart

6. Proceeding of CIRP International Seminar on Life Cycle Engineering, 1994 – 2008

MATA KULIAH/

COURSE TITLE

TI091419 : Pengukuran Kinerja

TI091419 :Performance Measurement

Credits: 3

Semester: VII/VIII

TUJUAN

PEMBELAJARAN/LEARNING

OBJECTIVES

Matakuliah pengukuran kinerja bertujuan untuk memberikan pemahaman mengenai konsep pengukuran kinerja perusahaan tradisional dan modern, contoh-contoh model pengukuran kinerja perusahaan yang tradisional maupun modern, konsep pengintegrasian sistem pengukuran kinerja karyawan dengan sistem pengukuran kinerja perusahaan.

The course aims to provide students with understanding of conventional and modern performance measurement concept, examples of performance measurement models in companies, and the concept of employee performance measurement and corporate performance measurement integration.

KOMPETENSI/COMPETENCIES

Ketrampilan Sintesis, integrasi, dan perancangan

Ketrampilan Manajerial

Ketrampilan memecahkan masalah

Synthesizing, integrating, and designing skills

Managerial skills

Problem solving skills

POKOK BAHASAN/SUBJECTS

Konsep dasar pengukuran kinerja perusahaan

Sistem pengukuran kinerja perusahaan tradisional dan modern dan model-modelnya.

Konsolidasi Key Performance Indicator

Penerapan sistem pengukuran kinerja perusahaan

Target setting

Basic concept of corporate performance measurement

Corporate Performance Measurement System: conventional and modern, corporate performance measurement system models.

Key Performance Indicator consolidation.

Corporate performance measurement system implementation.

Target Setting.

PUSTAKA

UTAMA/REFERENCES

1. Kaplan and Norton. Balanced Scorecard 2. Kaplan and Norton. Strategy Focus Organisastion 3. Neely, A., Adam., C., and Kennerly, M. The

Performance Prism (London: Prentice Hall, 2002) 4. Spitzer, D.R., Transforming Performance Measurement

(New York: Amacom, 2007)

MATA KULIAH/

COURSE TITLE

TI091409: Keselamatan dan Kesehatan Kerja

TI091409: Health & Safety Management

Credits: 3

Semester: VII/VIII

TUJUAN

PEMBELAJARAN/LEARNING

OBJECTIVES

Mahasiswa mampu mengidentifikasi berbagai jenis resiko kerja berdasarkan aspek keselamatan, kesehatan dan keamanan dengan mengacu pada regulasi Nasional dan Internasional.

This course provides students with understanding of how to identify various health and safety risk in working environment as well as related international and national regulation.

KOMPETENSI/COMPETENCY

Perancang sistem

Ketrampilan mengakomodasikan isu lingkungan dan keberlanjutan

Ketrampilan managerial

System designer

Ability to accommodate environmental issues & sustainabilities

Managerial skills

POKOK

BAHASAN/SUBJECTS

Pengantar K3 dan Sistem Manajemen K3.

Loss Exposure & Loss Control (The Domino Effects).

Identifikasi Resiko dan Pengukuran Tingkat Resiko

Prediksi Bahaya dan Rencana Penanggulangan Kecelakaan

Pengendalian Lingkungan Kerja.

Introduction to Health and Safety Environment (HSE) and HSE system management.

Loss Exposure & Loss Control (The Domino Effects)

Risk identification and risk level measurements

Hazard prediction and accident prevention planning

Working environment controls

PUSTAKA

UTAMA/REFERENCES

Asfahl, C.Ray. (1999). Industrial Safety and Health Management, fourth edition. Prentice Hall, New Jersey.

Hammer, Willie & Price, Dennis. (2001).Occupational Safety Management and Engineering, fifth edition.

Prentice Hall, New Jersey.

Nedved, Milos. (1991). Fundamentals of Chemical Safety and Major Hazard Control. International Labor Organization.

MATA KULIAH/

COURSE TITLE

TI091410: Aplikasi Ergonomi Industri

TI091410: Applied Industrial Ergonomics

Credits: 3

Semester: VII/VIII

TUJUAN

PEMBELAJARAN/

LEARNING

OBJECTIVES

Tujuan perkuliahan ini adalah memahami aspek - aspek mengenai

kemampuan, kelebihan serta keterbatasan manusia ketika berinteraksi

dalam sistem kerjanya. Mampu menerapkan prinsip-prinsip ergonomi

dalam aplikasi di industri.

The course aims to provide students with understanding of human

aspects, especially capabilities and strengths, as well as limitation when

interacting with working system. Students are expected to be able to

implement ergonomics principal in industry.

KOMPETENSI/

COMPETENCY

Ketrampilan sintesis, inegrasi, dan perancangan

Ketrampilan memecahkan masalah

Perancang system

Synthesizing, integrating, and designing skills

Problem solving skills

System designer

POKOK

BAHASAN/

SUBJECTS

Human Centered/Integrated Design

Ergonomics Principles in Industrial Application

Manipulative model (kinesiology)

Human computer interaction / usability analysis.

Cognitive model (thought)

PUSTAKA

UTAMA/

REFERENCES

1. Konz, Stephan. Work Design: Industrial Ergonomics.Scottsdale, Arizona: Publishing Horizons, Inc., 1995.

2. Lehto, M. R and Buck, J.R. Intoduction to Human Factors and Ergonomics for Engineers. New York, 2008.

3. Stanton, N., Hedge, A., Brookhuis, K., Salas, E., and Hendrick, H. Handbook of Human Factors and Ergonomics Methods.CRC Press, 2005.

4. Tayyari, Fariborz and Smith, James L. Occupational Ergonomics:Principles and Applications.London : Chapman & Hall,

1997.

MATA KULIAH/

COURSE TITLE

TI091415 : Sistem Dinamik

TI091415 : Dinamic System

Credits: 3

Semester: VII/VIII

TUJUAN

PEMBELAJARAN/

Learning

Objectives

Memberikan perspektif pendekatan metodologi Sistem Dinamik dalam memecahkan permasalahan sistem yang kompeks, membangun kemampuan memodelkan permasalahan-permasalahan kompleks, mensimulasikan model, memvalidasi model, menganalisa dan membuat skenario kebijakan yang sesuai dengan tujuan system. Mata kuliah ini juga memberikan kemampuan untuk melihat sebuah permasalahan secara menyeluruh sehingga dapat melahirkan kebijakan-kebijakan dalam melakukan penyikapan atas permasalahan kompleks tersebut. To give an overview of Dynamic System approach methods in solving system complex problems, to develop students’ ability to model complex problems, simulate the models, validate the models, to analyze and to develop improvement scenarios related to the system purpose. It also provides students with practices on how to view a problem comprehensively in taking actions regarding the complex problem.

KOMPETENSI/

Competencies

Keterampilan memecahkan masalah

Perancang Sistem

Ketrampilan Sintesis, integrasi, dan perancangan

Problem solving skills

System designer

Synthesizing, integrating, and designing skills

Pokok Bahasan/

Subject

Konsep dasar metodologi Sistem Dinamik: pengenalan dalam

berpikir sistem dan proses permodelannya, struktur dan perilaku sistem dinamik.

Batasan sistem, diagram sebab akibat: struktur dan perilaku dalam sistem umpan balik positif-negatif tunggal, struktur dan perilaku dalam umpan balik positif-negatif jamak.

Menganalisa masalah-masalah sederhana, pengenalan simulasi: konsep aliran materi dan informasi, persamaan level, persamaan rate, auxiliary, konstanta/parameter dan multiplier.

Pengenalan konsep delay material dan informasi dalam sistem, konsep pulse dan step, konsep fungsi, konsep smoothing.

Pendekatan sistem dinamik dalam analisa perancangan dan kebijakan

Validasi model sistem dinamik, skenario kebijakan, dan analisa sensitivitas.

Basic concepts of Dinamic System methodology: introduction in system thinking and modeling process, structure and dinamic system behaviour.

System boundary, causal loop diagram: structure and behaviour in single multiple positive and negative feedback loop.

Simple problems analysis, simulation introductory: material and information flow concepts, level equation, rate equation, auxiliary, constants/parameters and multiplier.

Introduction to the concept of material and information delay in a system, pulse and step concepts, function concepts, smooting concepts.

Dinamic system approach in analyzing design and policies. Validation of dynamic system models, policies scenario, and

sensitivity analysis.

Referensi/

References

John D. Sterman : Business Dinamics : Systems Thinking and Modeling

for Complex World.

Leslie A. Martin : Beginner Modeling Exercises, MIT System Dynamics

in Education Project Under the Supervision of Dr. Jay W. Forrester.

September 5, 1997

Joseph G. Whelan : Modeling Exercises I, MIT System Dynamics

Education Project Under the Supervision of Dr. Jay W. Forrester, May,

1994

Joseph G. Whelan revised by Lucia Breierova, Modeling Exercises II,

MIT System Dynamics Education Project Under the Supervision of Dr.

Jay W. Forrester January 13, 1997

Jay W. Forrester, System Dynamics, Systems Thinking, and Soft OR,

Sloan School of MIT, August 18, 1992.

Bell, J.A., and Senge, P.M. Enhancing refutability. In: Legasto, A.A. Jr.;

Forrester, M.W.; and Lyneis, T.M., eds. System Dynamics . Elsevier

North-Holland, 1980

MATA KULIAH/

COURSE TITLE

TI091402 : Manajemen Material dan Pengadaan

TI091402 : Procurement and Material Management

Credits: 3

Semester: VII/VIII

TUJUAN

PEMBELAJARAN/

LEARNING

OBJECTIVES

Procurement & material Management mencakup materi yang terkait dengan pengadaan material dan manajemen material dari supplier sampai dengan di dalam proses produksi. Aktifitas meliputi perencanaan pengadaan material dan teknik-teknik perencanaan pengadaan. Metode-metode pemilihan dan evaluasi supplier. Tujuan mata kuliah ini adalah untuk memperdalam konsep pengadaan dan manajemen material dan model-model yang terkait dengan masalah tersebut. Dan membahas studi kasus dari journal-journal yang relevan.

The course includes the topics related to the material procurement and management, from suppliers to the production process. It also includes material procurement planning and the techniques of procurement planning. It aims to discuss in depth about procurement concept and material management as well as related models in this topic. Case studies and relevant journals will be discussed in this course for enrichment.

KOMPETENSI/

COMPETENCY

Keterampilan sintesis, integrasi, dan perancangan

Keterampilan manajerial

Perancang sistem

Synthesizing, integrating, and designing skills

Managerial skills

System designer

POKOK

BAHASAN/

SUBJECTS

Pengantar sistem produksi dan konteks perencanaan dan pengendalian produksi.

Peramalan permintaan, perencanaan produksi aggregat, pengelolaan persediaan.

Jadwal induk produksi, perencanaan kebutuhan bahan, perencanaan kapasitas, pengendalian aktifitas produksi.

Beberapa teknik lain: Just In Time, Theory of Constraint

Pengenalan ERP, dan pengenalan CPFR dalam konteks SCM

Introduction to production system and production planning and control context.

Demand forecasting, aggregate production planning, inventory management.

Production master plan, material requirements planning, capacity planning, production activity control.

Other techniques: Just In Time, Theory of Constraint

Introduction to ERP and CPFR in SCM context

PUSTAKA

UTAMA/ 1. Arnold, J.R.T., dan Chapman, S.N., (2004), Introduction to Material

Management, Fifth Edition, Pearson Prentice-Hall, Upper Saddle

REFERENCES River, New Jersey 2. Dobler, D. W., Burt, D.N., and Lee, Jr., L., (1990), Purchasing and

Materials Management Text and Cases, Fifth Edition, McGraw-Hill International Edition, Singapore

3. Tersine, Richard J., (1994), Principle of Inventory and Materials Management, Fourth Edition, Prentice-Hall International, London

4. Vollmann, T., Berry, W., Whybark, C., and Jacobs, R. (2005). Manufacturing Planning and Control Systems for Supply Chain Management Fifth Ed., McGraw-Hill.

MATA KULIAH/

COURSE TITLE

TI091429 : Data Mining

TI091429 : Data Mining

Credits: 3

Semester: VII/VIII

TUJUAN

PEMBELAJARAN/

Learning

Objectives

Membahas teknik-teknik dalam data mining,kasus-kasus di mana data mining bisa diterapkan, mengenalkan pemakaian software untuk implementasi. Tujuan mengenalkan teknik-teknik data mining untuk prediksi, klasifikasi dan clustering, penghitungan dan penerapan untuk bidang perbankan, telekomunikasi dan marketing dengan menggunakan software.

The course aims to discuss about data mining techniques and cases in which data mining can be applied, as well as to introduce the use of software for data mining application. Data mining techniques provides a prediction, classification and clustering, which can be applied in banking, telecommunication, and marketing with the help of software.

KOMPETENSI/

Competencies

Keterampilan memecahkan masalah

Keterampilan memanfaatkan teknologi informasi

Ketrampilan Sintesis, integrasi, dan perancangan

Problem solving skills

Proficiency in ICT

Synthesizing, integrating, and designing skills

Pokok Bahasan/

Subject

Pendahuluan, data preprocessing. Pengklusteran dan analisis diskriminan. Neural network, decision tree, support vector machine. Heuristic dalam data mining Kernel data mining.

Introduction and data preprocessing Clustering and discriminants analysis Neural network, decision tree, support vector machine.

Heuristics in data mining Data mining Kernel

Referensi/

References

Intro to business data mining, David olson, Yong shi

Data Mining teknik pemanfaatan data untuk keperluan bisnis,budi santosa, Graha Ilmu2007

Data Mining Terapan dengan matlab (budi santosa, 2007), Graha Ilmu

Introduction to Data Mining, Pang-Ning Tan, Michael Steinbach, Vipin Kumar , Prentice Hall

Advanced data Mining Techniques, David L. Olson Dursun Delen, e-book

Mastering data Mining, the art and science of CRM (Michael J Berry, Gordon S

MATA KULIAH/

COURSE TITLE

TI091424: Ergonomi Makro

TI091424: Macro Ergonomics

Credits: 3

Semester: VII/VIII

TUJUAN

PEMBELAJARAN/LEARNING

OBJECTIVES

Mata kuliah Ergonomi makro meliputi suatu analisa, desain, dan evaluasi organisasi dan sistem kerja yang dirancang melalui suatu pendekatan holistic atas dasar interaksi antara manusia mesin, pengguna dan sistem, manusia dan lingkungan dengan menempatkan teknologi baru ke dalam satu kesatuan sistem yang utuh. Tujuan mata kuliah ini adalah membekali mahasiswa dengan kemampuan identifikasi suatu sistem industri pada tingkat makro [antar organisasi].

This course includes analysis, design, and organization evaluation and work system of which designed with holistic approach based on human-machine interaction, system and users, human and environment by placing new technology in one whole system. It aims to provide students with skills to identify and analyze industrial system in a macro level (intra-organizations)

KOMPETENSI/COMPETENCY Ketrampilan Sintesis, integrasi, dan perancangan

Perancang sistem

Ketrampilan manajerial

System designer

Synthesizing, integrating, and designing skills

Managerial skills

POKOK BAHASAN/

SUBJECTS

Konsep dasar ergonomic dan perkembangan ergonomic dalam HSI, Pengantar Ergonomi Makro; Basic Principle : organisasi, sistem kerja, produktivitas, error, complexity, dan perilaku manusia.

Klaster Industri sebagai contoh studi kasus Ergonomi Makro , Konsep pemodelan sistem atau Simulasi sistem dinamik, Participatory concept and The Team

Analisa system kerja dengan SAT [System Analysis Tool] dan MAS [Macroergonomics Analysis of Structure]

Macroergonomics method 1: Macroergonomics Organizational Questionnaire Survey [MOQS]; Macroergonomics method 2 : HITOP Analysis [High Integration of Technology, Organization, and People]; Macroergonomics method 3: TOP – Modeler; Macroergonomics method 4: The CIMOP system [Computer Integrated Manufacturing, Organization, and People]; Macroergonomics method 5: Anthropotechnology [terdiri atas: physical anthropology/ body dimension, cultural anthropology/ value system, cognitive anthropology/ cognitive model]; Macroergonomics method 6: Macroergonomic Analysis dan Design [MEAD]

Studi kasus Ergonomi Makro.

Ergonomics basic concept and its development in HIS, introduction to Macro Ergonomics, basic principle: organization, work system, productivity, error, complexity, and human behavior.

Industrial cluster as a case study Macro Ergonomics, system modeling concept or dynamics system simulation, Participatory concept and The Team

Work system analysis using SAT (System Analysis Tool) and Macroergonomics Analysis of Structure (MAS).

Macroergonomics method 1: Macroergonomics Organizational Questionnaire Survey [MOQS]; Macroergonomics method 2: HITOP Analysis [High Integration of Technology, Organization, and People]; Macroergonomics method 3: TOP – Modeler; Macroergonomics method 4: The CIMOP system [Computer Integrated Manufacturing, Organization, and People]; Macroergonomics method 5: Anthropotechnology [terdiri atas: physical anthropology/body dimension,

cultural anthropology/ value system, cognitive anthropology/ cognitive model]; Macroergonomics method 6: Macroergonomic Analysis dan Design [MEAD]

Macroergonomics case studies

PUSTAKA

UTAMA/REFERENCES

Lehto, M. R. et al (2008) Introduction and Human Factors and Ergonomics for Engineers.

Lewis, G. (2006) Organizational Crisis Management, The Human Factor. Auerbach Publications

Pierre, M., et al (2008) Crisis Management in Acute Care Settings. Human Factors and Team Psychology in a High Stakes Environment.

Stanton, N., et al (2005) Handbook of Human Factors and Ergonomics Method. CRC Press.

PASCA SARJANA

(S2 & S3)

Program Studi Department

JURUSAN TEKNIK INDUSTRI Industrial Engineering

Jenjang Pendidikan Programme

PROGRAM PASCASARJANA (S2) Graduate Study (Master)

Kompetensi Lulusan

1. Perancang system 2. Pengelola dan pengendali sistem 3. Pengambil Keputusan 4. Pekerja kelompok 5. Enterpreneur

Graduate Competence

1. System designer 2. System manager and controler 3. Decision maker 4. Team worker 5. Enterpreneur

STRUKTUR KURIKULUM/COURSE STRUCTURE

MATRICULATION 1 Perancangan Sistem Kerja

Work Design 1

2 Riset Operasi & Aplikasi Komputer OR & Computer Application

1

3 Statistik dan Aplikasi Komputer Statistics and Computer Application

1

4 Perencanaan dan Pengendalian Produksi Dasar Basic Production Planning &Control

1

5 Sistem Manufaktur Manufacturing System

1

6 Pengantar Teknik Industri dan Soft Skills Intro to Industrial Engineering and Soft Skills

1

Jumlah sks/Total of credits 6

SEMESTER I 1 Statistik Industri Lanjut

Advanced Industrial Statistics 2

2 Riset Operasi Lanjut Advanced Operations Research

3

3 Perencanaan dan Pengendalian Produksi Lanjut Advanced Production Planning & Control

3

4 Akuntansi Manajerial Managerial Accounting

2

Jumlah sks/Total of credits 10

SEMESTER IV

1 Tesis Thesis

6

Jumlah sks/Total of credits 6

Course Title : Industrial Ergonomics and Safety No. Kode MK

Code Nama Mata Kuliah (MK)

Course Title Sks

Credits

SEMESTER II 1 Aplikasi Ergonomi Industri

Applied Industrial Engineering 3

2 Faktor Manusia dalam Perancangan & Pengembangan Produk Human Factors in Product Design & Development

3

3 Metodologi Penelitian Research Methodology

2

4 Pilihan 1 Elective Courses 1

2

Jumlah sks/Total of credits 10

SEMESTER III

1 Ergonomi Makro Macro-Ergonomics

2

2 Kesehatan & Keselamatan Industri Industrial Health and Safety Engineering

3

3 Seminar Proposal dan Review Jurnal Journal Review and Proposal Seminar

3

4 Pilihan 2 Elective Courses 2

2

Jumlah sks/Total of credits 10

Course Title : Strategic Performance Management No. Kode MK

Code Nama Mata Kuliah (MK)

Course Title Sks

Credits

SEMESTER II 1 Manajemen Strategi

Strategic Management 3

2 Manajemen Pemasaran dan Hubungan Konsumen Marketing and Customer Relationship Management

3

3 Metodologi Penelitian Research Methodology

2

4 Pilihan 1 Elective Courses 1

2

Jumlah sks/Total of credits 10

SEMESTER III

1 Manajemen Performansi Performance Management

2

2 Financial Engginering Financial Engginering

3

3 Seminar Proposal dan Review Jurnal Journal Review and Proposal Seminar

3

4 Pilihan 2 Elective Courses 2

2

Jumlah sks/Total of credits 10

Course Title : Quality and Manufacturing Management No. Kode MK

Code Nama Mata Kuliah (MK)

Course Title Sks

Credits

SEMESTER II 1 Manajemen Kualitas

Quality Management 3

2 Perancangan Sistem Manufaktur Manufacturing System Design

3

3 Metodologi Penelitian Research Methodology

2

4 Pilihan 1 Elective Courses 1

2

Jumlah sks/Total of credits 10

SEMESTER III

1 Teknik Keandalan Reliability Engineering

2

2 Sustainable Manufacturing Sustainable Manufacturing

3

3 Seminar Proposal dan Review Jurnal Journal Review and Proposal Seminar

3

4 Pilihan 2 Elective Courses 2

2

Jumlah sks/Total of credits 10

Course Title : Industrial System Optimizations No. Kode MK

Code Nama Mata Kuliah (MK)

Course Title Sks

Credits

SEMESTER II 1 Sistem Dinamik

Dynamic System 3

2 Permodelan Sistem Optimasi Optimization System Modeling

3

3 Metodologi Penelitian Research Methodology

2

4 Pilihan 1 Elective Courses 1

2

Jumlah sks/Total of credits 10

SEMESTER III

1 Simulasi Diskrit Discrete Event Simulation

2

2 Data Mining untuk Bisnis Data Mining for Business

3

3 Seminar Proposal dan Review Jurnal Journal Review and Proposal Seminar

3

4 Pilihan 2 Elective Courses 2

2

Jumlah sks/Total of credits 10

Course Title : Logistics and Supply Chain Management No. Kode MK

Code Nama Mata Kuliah (MK)

Course Title Sks

Credits

SEMESTER II 1 Rekayasa Rantai Pasok

Supply Chain Engineering 3

2 Perancangan Sistem Distribusi dan Transportasi Transportation and Distribution System Design

3

3 Metodologi Penelitian Research Methodology

2

4 Pilihan 1 Elective Courses 1

2

Jumlah sks/Total of credits 10

SEMESTER III

1 Teknologi Informasi dalam Rantai Pasok IT for Supply Chain

2

2 Manajemen Pengadaan dan Material Procurement and Material Management

3

3 Seminar Proposal dan Review Jurnal Journal Review and Proposal Seminar

3

4 Pilihan 2 Elective Courses 2

2

Jumlah sks/Total of credits 10

MATA KULIAH/

COURSE TITLE

TI0920XX : Metodologi Penelitian

TI0920XX : Research Methodology

Credits: 2

Semester: I

TUJUAN

PEMBELAJARAN/

LEARNING

OBJECTIVES

Mata kuliah ini didesain untuk memberikan pemahaman mengenai penelitian dan mengenalkan berbagai metode penelitian yang yang penting dalam bidang teknik industri. Tujuannya adalah membentuk dasar-dasar penelitian yang akan dilaksanakan oleh mahasiswa. Dengan ketrampilan dan pengetahuan yang diperoleh dari mata kuliah ini, mahasiswa disiapkan untuk mampu melaksanakan penelitiannya serta dapat menjadi knowledgable consumers bagi produk-produk penelitian ilmiah yang ada.

This course is designed to provide you with an understanding of research and an introduction to a range of essential research methods in industrial engineering. It forms the basis for all research that students will conduct. Skills developed and knowledge acquired from this course will prepare students to conduct their own research, as well as to be knowledgeable consumers of others' research.

KOMPETENSI/

COMPETENCY

Intrapersonal dan communication skills

Ketrampilan memanfaatkan teknologi informasi

Penguasaan bahasa Inggirs dan/atau bahasa asing lainnya

Intrapersonal and communication skills

Proficiency in ICT

Proficiency in English and or other language

POKOK

BAHASAN/SUBJE

CTS

Pengantar methodology penelitian, Student Centered Learning (SCL), berpikir kritis, Peer Review sebagai cara efektif dalam proses pembelajaran, pemahaman riset, dan motivasi penelitian.

Penanganan isu-isu yang bersifat praktis dan konseptual, membedakan Tugas Akhir dan Thesis berdasarkan paradigma yang digunakan, memilih topik penelitian dan mencari literature, dan mind mapping.

Berbagai topik yang berhubungan dengan studi pustaka, berbagai gaya penulisan daftar pustaka, penulisan alur argumen, referensi, pengaturan pustaka, dan pengenalan EndNote.

Menentukan desain penelitian, macam-macam metode dalam penelitian, dan tutorial proposal penelitian.

Penulisan proyek, hasil penelitian, paper, dan presentasi serta

bagaimana menyiapkan sebuah presentasi.

Session I: Introduction to Research Methodology, Student Centered Learning (SCL), Critical Thinking, peer review as an effective method in learning process, understanding research, research motivation

Dealing with practical issues and conceptual issues, distinguishing Final Projects and Thesis based on paradigm used, choosing a research topic and searching the literature, and mind mapping.

All about literature review, styles in writing a literature review, write a flow of arguments, referencing, handling literatures, introduction to EndNote.

Determining the research design, various methodologies in research, research proposal tutorial.

Writing up the project, the result, a paper and all about presentation and how to prepare it.

PUSTAKA

UTAMA/

REFERENCES

1. Hussey, J. and Hussey, R. (1997) Business Research: A Practical Guide for Undergraduate and Postgraduate Students, Macmillan Business, London.

2. Cooper, D. R. and Schindler, P. S. (2003), Business Research Methods, McGraw Hill, Singapore.

3. Sekaran, U. (2003) Research Methods for Business: A Skill Building Approach, John Wiley & Sons, USA.

MATA KULIAH/

COURSE TITLE

TI0920XX : Perencananaan dan Pengendalian Produksi Lanjut

TI0920XX : Advanced Production Planning and Control

Credits: 2

Semester: I

TUJUAN

PEMBELAJARAN/LEARNING

OBJECTIVES

Mata kuliah ini bertujuan membekali mahasiswa dengan konsep, metode, dan alat bantu dalam perencanaan dan pernjadwalan sumber daya untuk pemenuhan permintaan konsumen dengan biaya yang efektif. Materi yang dibahas meliputi perbedaan-perbedaan dalam sistem perencanaan produksi, teknik-teknik peramalan permintaan, perencanaan penjualan dan operasional, mengelola perencanaan kebutuhan material, mangelola pengadaan untuk permintaan independen, jadwal induk produksi, perencanaan kapasitas, penjadwalan dan urutan pekerjaan, aktifitas kontrol produksi, serta topik-topik lain yang relevan termasuk Just In Time, Theory of Constraint, dan sekilas tentang sistem Enterprise Resource Planning (ERP).

The objective of this course is to equip students with

concepts, methods, and tools in planning and scheduling of resources to satisfy demand from customers in a cost effective way. The subject covers such materials as differences in production planning systems, demand forecasting techniques, sales and operations planning, managing independent demand inventories, master production scheduling, material requirements planning, capacity planning, scheduling and sequencing of jobs, production activity control, as well as other relevant topics including just in time, theory of constraint, and overview of enterprise resources planning systems.

KOMPETENSI/COMPETENCY

Keterampilan Manajerial

Intrapersonal dan communication skills

Perancang sistem

Managerial skills

Intrapersonal and communication skills

System designer

POKOK

BAHASAN/SUBJECTS

PengantarPerencanaan dan Pengendalian Produksi (PPC) dan PPC dalam konteks Supply Chain Management (SCM)

Strategi manufaktur dan implikasinya pada PPC, dan kerangka PPC.

Proses-proses dalam PPIC:peramalan permintaan, perencanaan operasi dan penjualan, jadwal induk produksi danbill of materials, pengendalian inventory untuk produk independen, MRP, perencanaan kapasitas (rough cut capacity planning and capacity requirement planning).

Pengendalian aktifitas produksi (penjadwalan operasi, pengelolaan antrian, input/output kontrol)

Teknik PPIC lainnya: JIT, TOC, peranan ERP.

Introduction to Production Planning and Control (PPC) and PPC within the context of Supply Chain Management (SCM)

Manufacturing strategy and its implications to PPC, PPC framework

PPIC Processes: demand forecasting, sales and operations planning, master production schedule and bill of materials, inventory control for independent items, MRP, capacity planning (rough cut capacity planning and capacity requirement planning).

Production activity control (operations scheduling,

queue management, input/output control)

Other PPIC techniques: JIT, TOC, the role of ERP.

PUSTAKA

UTAMA/REFERENCES

1. Fogarty, D. W., Blackstone, J. H., and Hoffmann, T. R. (1991).Production and Inventory Management 2

nd Ed.,

South Western Publishing. 2. Vollmann, T., Berry, W., Whybark, C., and Jacobs, R.

(2005). Manufacturing Planning and Control Systems for Supply Chain Management Fifth Ed., McGraw-Hill.

3. Nahmias, S. (2000). Production and Operations Analysis, 4

th Ed., McGraw-Hill/Irwin

MATA KULIAH/

COURSE TITLE

TI0920XX : Statistik Industri Lanjut

TI0920XX : Advanced Industrial Statistics

Credits: 2

Semester: I

TUJUAN

PEMBELAJARAN/LEARNING

OBJECTIVES

Memberikan pemahaman mengenai statistik multivariate, pengenalan teknik-teknik multivariate dan contoh aplikasi dalam memecahkan persoalan yang berkaitan dengan data dan eksperimen dimana variabel independent lebih dari satu.

To understand about multivariate statistics, to introduce multivariate techniques and example application in solving problems related with data and experiments of more than one independent variables.

KOMPETENSI/COMPETENCY

Keterampilan memecahkan masalah

Keterampilan memanfaatkan teknologi informasi

Ketrampilan Sintesis, integrasi, dan perancangan

Problem solving Skills

Proficiency in ICT

Synthesizing, integrating, and designing skills

POKOK

BAHASAN/SUBJECTS

Intro Multivariate analysis

Simple LR, Anova, Multiple Linear Regression Model, Logistics Regression

Data manipulation, Principal Components, Factor analysis

Discrimination analysis

Clustering

PUSTAKA

UTAMA/REFERENCES

Applied Multivariate Techniques, subhash sharma, wiley and son

Applied multivariate statistics, R Johson and D Wichern, Prentice Hall

Statistics for engineers and scientist, Walpole

MATA KULIAH/

COURSE TITLE

TI0920XX : Akuntansi Manajerial

TI0920XX : Managerial Accounting

Credits: 2

Semester: I

TUJUAN

PEMBELAJARAN/

Learning

Objective

Akuntansi Manajerial mengupas bagaimana melakukan akumulasi biaya yang terjadi dalam organisasi untuk menyediakan informasi bagi manajemen internal dalam pengambilan keputusan dan pengendalian biaya. Tujuan kuliah ini adalah memberikan untuk memberikan pengetahuan dan ketrampilan bagi mahasiswa untuk memahami konsep-konsep maupun model-model dalam akuntansi manajerial serta aplikasinya di dalam kasus nyata.

Managerial Accounting discusses in depth on how to perform costs accumulation involved within an organization to provide information for internal management as decision-making and cost control tool. The course aims to provide students with understanding of concepts and models in managerial accounting and their application in real problems.

KOMPETENSI/

Competencies

Keterampilan manajerial

Keterampilan memanfaatkan teknologi informasi

Ketrampilan Sintesis, integrasi, dan perancangan

Managerial Skills

Proficiency in ICT

Synthesizing, integrating, and designing skills

Pokok Bahasan/

Subject

Pengantar Akuntansi Managerial, konsep dan klasifikasi biaya

Sistem pembebanan biaya berdasarkan pesanan, sistem pembebanan biaya berdasar proses, sistem pembebanan biaya berdasar aktifitas.

Manajemen berbasis aktifitas dan Sistem anggaran berbasis aktifitas.

Analisis aktifitas, perilaku dan estimasi biaya, analisis titik impas, penetapan biaya standard dan analisis variannya, sistem anggaran flexible dan analisis variannya.

Akuntansi pertanggungjawaban, desentralisasi, penetapan harga transfer.

Introduction to Managerial Accounting, cost classification and concept

Job order costing, process costing, activity based costing.

Activity Based Management and Activity Based Budgeting.

Activity analysis, behaviour and cost estimation, Break Even Point, standard cost determination and variance analysis, flexible budgeting system and variance analysis.

Accounting reporting, decentralization, transfer price determination.

Referensi/

References

1. Hilton, “Managerial Accounting”, 5th, McGraw Hill, 2008

2. Mowen, H., “Management Accounting”, 2008

3. Gray & Rickets, “Cost & Managerial Accounting”, McGraw Hill, 1982

MATA KULIAH/

COURSE TITLE

TI0920XX : Penelitian Operasional Lanjut

TI0920XX : Advanced Operations Research

Credits: 3

Semester: I

TUJUAN

PEMBELAJARAN/

Learning

Objective

Mata kuliah ini bertujuan mengenalkan konsep dasar dan metode penyelesaian permasalahan persamaan linear, pemrograman linear serta aplikasi-aplikasi programa linear dalam permasalahan transportasi, penugasan, dan Network Flows Problem. Mahasiswa diarahkan untuk mampu menghitung, menerapkan serta memiliki ketrampilan memecahkan masalah dengan memanfaatkan software yang berkaitan dengan masalah-masalah tersebut.

The course aims to introduce the basic concepts and solving methods of linear linear equations, linear programming and its applications on the transportation, assignment, and Network Flows Problem. It builds students’ capability to compute, apply, and to have proficiency in

solving such problems using software application.

KOMPETENSI/

Competencies

Keterampilan memecahkan masalah

Keterampilan memanfaatkan teknologi informasi

Ketrampilan sintesis, integrasi dan perancangan

Problem solving skills

Proficiency in ICT

Synthesizing, integrating, and designing skills

Pokok Bahasan/

Subject

Pengantar permodelan yang bersifat deterministik: Linear Programming, konsep matriks dan vektor.

Metode penyelesaian: metode grafis, metode simplex

Teori Duality

Aplikasi linear programming dalam transportasi, penugasan dan Network Problems: Maximal Flow Problem, Minimum spanning tree, Shortest path problem, minimum cost flow

Linear programming tingkat lanjut

Introduction to deterministic modeling: Linear Programming, matrix and vector concepts.

Solving methods: graphical method, simplex method

Duality theorem

Linear Programming applications in transportation, assignment, and network problems: Maximum flow problem, minimum spanning tree, shortest path problem, minimum cost flow.

Advanced linear programming

Referensi/

References

1. Winston, Wayne, L. (2004). Operations Research: Applications and Algorithms. Thomson Learning, Inc. 4th Edition.

2. Taha, Hamdy, A. (2003). Operations Research: An Introduction. Prentice Hall Education, 7th edition.

3. Hillier, F. S. And G. J. Lieberman (2002). Introduction to Operations Reserach. McGraw-Hill.

4. Bazaraa, Mokhtar S. Linear Programming and Network Flows. John Wiley & Sons Inc, 3rd Edition.

5. Ravindran and Philips, Don T., (2000). Operations Research: Principles and Practice. John Wiley.

MATA KULIAH/

COURSE TITLE

TI0920XX : Aplikasi Ergonomi Industri

TI0920XX : Applied Industrial Ergonomics

Credits: 3

Semester: II

TUJUAN

PEMBELAJARAN/

LEARNING

OBJECTIVES

Aplikasi Ergonomi Industri membahas tentang aspek-aspek kemampuan, potensi, dan keterbatasan manusia dalam berinteraksi dengan sistem kerjanya. Juga dibahas dalam mata kuliah ini, implementasi prinsip-prinsip Ergonomi di dalam aplikasi industri.

Applied Industrial Ergonomics discusses about human aspects in terms of capabilities, potentials, and limitations when interacting with their working system. Also discussed in this course, the implementation of ergonomics principles in industrial applications.

KOMPETENSI/

COMPETENCY

Ketrampilan Sintesis, integrasi, dan perancangan

Perancang sistem

Keterampilan manajerial

Synthesizing, integrating, and designing skills

System designer

Managerial skills

POKOK

BAHASAN/

SUBJECTS

Dasar-dasar ergonomi dan perkembangan kedepannya.

Human centered/integrated design, prinsip-prinsip ergonomi dalam aplikasi industri, antropometri teknik, keletihan dan daya tahan (cardiovascular), Biomekanik kerja.

Model manipulatif (kinesiology), model berbasis lingkungan (eksternal), model kognitif (pikiran).

Interaksi manusia komputer/ usability analysis.

Ergonomi informasi.

Basic ergonomics and future development.

Human centered/ integrated design, Ergonomics principles in industrial application, engineering anthropometry, fatigue and endurance (cardiovascular), and Biomechanics of Work.

Manipulative model (kinesiology), environmental model (external), cognitive model (thought).

Human computer interaction/ usability analysis

Information Ergonomics.

PUSTAKA

UTAMA/

1. Konz, Stephan. Work Design: Industrial Ergonomics. Scottsdale, Arizona: Publishing Horizons, Inc., 1995.

2. Lehto, M. R and Buck, J.R. Intoduction to Human Factors and Ergonomics for Engineers. New York, 2008.

3. Stanton, N., Hedge, A., Brookhuis, K., Salas, E., and Hendrick, H. Handbook of Human Factors and Ergonomics Methods. CRC Press, 2005.

REFERENCES 4. Tayyari, Fariborz and Smith, James L. Occupational Ergonomics:Principles and Applications. London : Chapman & Hall, 1997

5. Granjean, E. Fitting the Task to the Man: an Ergonomic Approach. London: Taylor & Fabrics Ltd., 1982.

6. Huchingson, Dale R. New Horizons for Human Factors in Design. New York:McGraw-Hill Book company, 1981.

7. Pulat, B. Mustafa. Fundamentals of Industrial Ergonomics. Englewood Cliffs, N.J.: Prentice-Hall, 1992.

8. Sanders, M.S. and McCormick, E.J. Human Factors in Engineering and Design. New York: McGraw-Hill Inc., 1992.

MATA KULIAH/

COURSE TITLE

TI0920XX : Faktor Manusia dalam Perancangan

&Pengembangan Produk

TI0920XX : Human Factors in Product Design & Development

Credits: 3

Semester: II

TUJUAN

PEMBELAJARAN/

LEARNING

OBJECTIVES

Manusia sebagai pengkonsumsi produk merupakan faktor paling penting dalam perancangan produk. Mata kuliah ini bertujuan untuk memberikan pemahaman mengenai bagaimana merancang produk dengan mempertimbangkan faktor manusia baik secara kognitif maupun psikomotorik. Akan dibahas pula tentang bagaimana mengidentifikasi peluang-peluang pengembangan produk inovatif, menerjemahkan perilaku konsumen dalam Voice of Customer dan mentransformasikannya dalam wujud produk jadi, serta memahami trade off antara biaya dan kualitas dalam spesifikasi produk.

Human being as the products consumer is the most important factor of product design. The course aims to deliver understanding on how to design industrial product by considering human factors, including cognitive and psychomotoric. It also provides students with techniques to identify opportunities of innovative product development, to translate customers’ behaviour into Voice of Customer and transform it into a finished product, as well as to understand the trade off function of cost and quality in product spesification.

KOMPETENSI/

COMPETENCY

Ketrampilan Sintesis, integrasi, dan perancangan

Perancang sistem

Keterampilan manajerial

Synthesizing, integrating, and designing skills

System designer

Managerial skills

POKOK

BAHASAN/

SUBJECTS

Pengertian produk industri dan perancangan produk baru.

Perilaku manusia dan perancangan produk, desain ergonomi dalam perancangan produk, dan Kansei engineering sebagai strategi pengembangan produk berbasis ergonomi.

Ethnography: observasi perilaku dan kebutuhan tersembunyi konsumen, Quality Function Deployment (QFD).

Fase-fase perancangan produk: - Fase 0: Perencanaan produk - Fase 1: Pengembangan konsep dan inovasi - Fase 2: Perancangan tingkatan sistem - Fase 3: Perancangan detail produk - Fase 4: prototyping - Fase 5: Pengujian dan perbaikan

Studi kasus.

Industrial product definition and new product design.

Human behaviour and product design, ergonomic design in product design, Kansei engineering as an ergonomic based strategy in product development.

Ethnography: behaviour observation and hidden needs of customers.

Phases in product design: - Phase 0: Product planning - Phase 1: Innovation and concept development - Phase 2: Design of system detail - Phase 3: Design of product detail - Phase 4: prototyping - Phase 5: Testing and evaluating

Case studies.

PUSTAKA

UTAMA/

REFERENCES

1. Ulrich, K.T. and Eppinger, S.D. Product Design and Development. New York: McGraw-Hill, Inc., 2000.

2. Loch, C. and Kavadias, S. (2008) Handbook of New Product Development Management. Elsevier

3. Annacchino, M. (2003) New Product Development From Initial Idea to Product Management. Elsevier. ISBN : 0750677325

4. Cross, Nigel. Engineering Design Methods: Strategies for Product Design. New York; John Wiley & Sons, 1996.

5. Roozenburg, NFM and J. Eekels. Product Design: Fundamentals and Methods. Chicester: John Wiley & Sons, 1995.

6. Urban, Glen L. and John R. Hauser. Design and Marketing of New Products. Englewood Cliffs, NJ : Prentice-Hall Inc., 1993.

7. Wright, Ian. Design Methods in Engineering and Product Design.

London: McGraw-Hill Co., 1998.

MATA KULIAH/

COURSE TITLE

TI0920XX : Ergonomi Makro

TI0920XX : Macro Ergonomics

Credits: 2

Semester: III

TUJUAN

PEMBELAJARAN/

Learning

Objective

Mata kuliah ini juga disebut socio-technical study, mempelajari interface antara manusia dan teknologi. Misalnya studi tentang dampak teknologi terhadap hubungan sosial dan organisasi. Tujuan dari mata kuliah ini adalah menciptakan suatu sistem kerja yang harmonis sehingga berdampak pada peningkatan produktivitas, kepuasan kerja, kesehatan dan keselamatan kerja, dan komitmen pegawai.

Also called socio-technical study, this course studies the interface between society and technology. For example the study of the impacts of technology for social relationships and institution. It aims to create fully harmonized work system, which result in improved productivity, job satisfaction, health & safety, and employee commitment.

KOMPETENSI/

Competencies

Perancang sistem

Keterampilan memanfaatkan teknologi informasi

Ketrampilan Sintesis, integrasi, dan perancangan

System designer

Proficiency in ICT

Synthesizing, integrating, and designing skills

Pokok Bahasan/

Subject

Pengantar ergonomi makro

Konsep pemodelan sistem dan Simulasi sistem dinamik, Participatory concept and The Team

Analisa system kerja dengan SAT (System Analysis Tool) dan MAS (Macroergonomics Analysis of Structure)

Klaster Industri sebagai contoh studi kasus Ergonomi Makro

Macroergonomics methods: - Macroergonomics Organizational Questionnaire Survey (MOQS) - HITOP Analysis (High Integration of Technology, Organization,

and People) - The CIMOP system (Computer Integrated Manufacturing,

Organization, and People) - Anthropotechnology; terdiri atas: physical anthropology/ body

dimension, cultural anthropology/ value system, cognitive anthropology/ cognitive model.

- Macroergonomic Analysis dan Design (MEAD) - TOP – Modeler

Introduction to Macro Ergonomics

System modeling conceptand Dynamics System Simulation, Participatory concept and The Team

Work System Analysis using SAT (System Analysis Tool) and MAS (Macroergonomics Analysis of Structure)

Industrial cluster as a case study of Macro Ergonomics

Macroergonomics methods: - Macroergonomics Organizational Questionnaire Survey (MOQS) - HITOP Analysis (High Integration of Technology, Organization,

and People) - The CIMOP system (Computer Integrated Manufacturing,

Organization, and People) - Anthropotechnology; terdiri atas: physical anthropology/ body

dimension, cultural anthropology/ value system, and cognitive anthropology/ cognitive model.

- Macroergonomic Analysis dan Design (MEAD) - TOP – Modeler

Referensi/

References

1. Lehto, M. R. et al (2008) Introduction and Human Factors and Ergonomics for Engineers.

2. Lewis, G. (2006) Organizational Crisis Management, The Human Factor. Auerbach Publications

3. Pierre, M., et al (2008) Crisis Management in Acute Care Settings. Human Factors and Team Psychology in a High Stakes Environment.

4. Stanton, N., et al (2005) Handbook of Human Factors and Ergonomics Method. CRC Press.

MATA KULIAH/

COURSE TITLE

TI0920XX : Sistem Kesehatan dan Keselamatan Kerja

TI0920XX : Industrial Safety and Health Engineering

Credits: 3

Semester: III

TUJUAN

PEMBELAJARAN/

LEARNING

Mata kuliah ini bertujuan untuk memberikan pemahaman mengenai standard dan prosedur K3 dalam industri, mengidentifikasi resiko kerja, menangani resiko potensial dan merancang langkah penanggulangan. Mata kuliah ini memberikan kemampuan untuk merancang sebuah sistem K3.

This course is designed to provide students with understanding of

OBJECTIVES standards and prosedures of health and safety environment, work risk identification, how to handle potential risks and preventive actions in dealing with such risks. It builds students’ skills to design a safety management system.

KOMPETENSI/

COMPETENCY

Kemampuan mengakomodasikan isu lingkungan dan keberlanjutan

Perancang sistem

Keterampilan manajerial

Ability to accommodate environmental issues & sustainabilities

System designer

Managerial skills

POKOK

BAHASAN/

SUBJECTS

Sistem manajemen K3

Kerugian akibat kecelakaan dan efek domino, bahaya dan bagaimana mengontrol bahaya, sumber-sumber bahaya.

Keandalan manusia, analisa K3, kajian resiko K3.

Peringatan dini dan evakuasi

K3 dan system informasi, permodelan dan simulasi K3, K3 dalam transportasi.

Safety Management System

Accident Losses and The Domino Effects, Hazards and how to control, source of hazards.

Human Reliability, Safety Analysis, Safety Risk Assessment

Early warning system and evacuation

Safety and information system, safety modeling and simulation, safety in transportation.

PUSTAKA

UTAMA/REFERE

NCES

1. Asfahl, C.Ray. (1999). Industrial Safety and Health Management, fourth edition. Prentice Hall, New Jersey.

2. Hammer, Willie & Price, Dennis. (2001).Occupational Safety Management and Engineering, fifth edition. Prentice Hall, New Jersey.

MATA KULIAH/

COURSE TITLE

TI0920XX : Manajemen Strategi

TI0920XX : Strategic Management

Credits: 3

Semester: II

Mata kuliah memberikan pemahaman mengenai kumpulan gagasan-gagasan dalam manajemen strategi, mengeksplorasi kekuatan dan kelemahan dari tiap gagasan tersebut, serta memahami model

TUJUAN

PEMBELAJARAN/

LEARNING

OBJECTIVES

terbaru yang diimplementasikan dalam perancangan strategi korporasi. Mata kuliah ini akan menggali lebih dalam kumpulan gagasan-gagasan yang ada tersebut, termasuk asumsi yang digunakan, model, kekuatan, kelemahan dan implementasinya.

The course provides students with understanding of various thoughts in strategic management. It explores the strengths and weaknesses of each thought, and understand the latest models implemented in corporate strategic design. Through this course, students will learn that school of thought, including base assumptions, models, strengths, weaknesses, and the implementation.

KOMPETENSI/

COMPETENCY

Keterampilan sintesis, integrasi, dan perancangan

Keterampilan manajerial

Ketrampilan memecahkan masalah

Synthesizing, integrating, and designing skills

Managerial skills

Problem solving skills

POKOK

BAHASAN/

SUBJECTS

Pengantar manajemen strategi, perumusan visi dan misi.

Formulasi strategi: kajian lingkungan eksternal dan internal

Strategi generic, fitting strategy, perencanaan strategis.

Model manajemen strategi saat ini, strategi Blue Ocean.

Implementasi dan evaluasi strategi.

Introduction to strategic management, vision and mission formulation.

Strategic formulation: external and internal factor evaluation.

Strategy generic, fitting strategy, and strategic planning.

Current models of strategic management, and Blue Ocean strategy.

Strategy implementation and evaluation.

PUSTAKA

UTAMA/

REFERENCES

1. Strategic Management: Davids 2. Strategic Management: Thompson 3. Strategy Safari : Mintzberg 4. Strategy Focus Organization: Kaplan and Norton 5. The discipline of market leader : Tracy and Wiersema 6. Blue ocean strategy: Chan Kim and Mauborgne

MATA KULIAH/

COURSE TITLE

TI0920XX : Man. Pemasaran dan Customer Relationship

TI0920XX : Marketing and Customer Relationship Man.

Credits: 3

Semester: II

TUJUAN

PEMBELAJARAN/

LEARNING

OBJECTIVES

Mata kuliah ini mengajarkan tentang proses dasar dalam management pemasaran produk/jasa yang meliputi proses segmentasi, targetting, positioning (STP), konsep mix marketing, strategi harga dan strategi pemasaran produk dalam setiap tahapan siklus hidup maupun untuk pengembangan produk baru. Selain itu, mata kuliah ini membahas tentang konsep bagaimana memuaskan konsumen dan membuat program loyalitas dan retensi konsumen dengan strategi CRM yang berbasis konsep “new wave marketing”.

The course provides student with knowledge and understanding basic process in product/services marketing management in which includes: segmentation process, targeting, positioning, mix marketing concepts, pricing strategy and product marketing strategy in each stage of life cycle for new product development. Also discussed in this course are the concept of how to deliver customers’ satisfaction with customer relationships and marketing strategy of which based on “new wave marketing”.

KOMPETENSI/

COMPETENCY

Keterampilan sintesis, integrasi, dan perancangan

Keterampilan manajerial

Intrapersonal dan kemampuan berkomunikasi

Synthesizing, integrating, and designing skills

Managerial skills

Intrapersonal and communication skills

POKOK

BAHASAN/

SUBJECTS

Pengantar manajemen pemasaran

Proses segmentasi, targetting, dan penempatan produk (STP), dan penerjemahan STP dalam strategi mix marketing.

Perilaku konsumen, mengukur kepuasan konsumen.

Pengantar Customer Relations and Marketing (CRM) dan hubungannya dengan ERP

Dasar-dasar e-mail dan strategi pemasaran berbasis web.

Introduction to marketing management

Segmentation, targeting, and positioning process (STP), and STP interpretation into mix marketing strategy.

Customer behavior, measuring customer satisfaction

Introduction to CRM and its relationship with ERP

Basic concepts of e-mail and web marketing strategy.

PUSTAKA 1. Kotler, Phillips (2000). Marketing Management, milenium

UTAMA/

REFERENCES

edition, PHI. 2. Al Ries, Jack Trout (1989). Bottom-Up Marketing, Mc. Graw Hill

International Editions marketing Series.

MATA KULIAH/

COURSE TITLE

TI0920XX : Manajemen Performansi

TI0920XX : Performance Management

Credits: 2

Semester: III

TUJUAN

PEMBELAJARAN/

LEARNING

OBJECTIVES

Mata kuliah ini memberikan pemahaman mengenai konsep-konsep sistem manajemen pengukuran kinerja. Mata kuliah ini juga membangun kemampuan mahasiswa dalam perancangan sistem pengukuran kinerja terintegrasi yang seharusnya tidak hanya mempertimbangkan aspek finansial saja, tetapi juga aspek-aspek non finansial seperti kualitas, inovasi, konsumen, dan keandalan operasional, yang dipercaya juga turut meningkatkan profitabilitas, market share, dan operasi yang efektif dalam suatu perusahaan.

This course enables students to understand the concepts of performance management system. It builds students’ skills in designing integrated performance measurement system, that should consider not only financial aspects, but also non financial aspects such as quality, innovation, customers, and operations reliability. Those aspects are believed, to support the increase of profitability, market share, and effective operation of a company.

KOMPETENSI/

COMPETENCY

Ketrampilan Sintesis, integrasi, dan perancangan

Perancang sistem

Keterampilan manajerial

Synthesizing, integrating, and designing skills

System designer

Managerial skills

POKOK

BAHASAN/

Pengantar manajemen performansi

Konsep manajemen performansi dan model-model pengukuran kinerja

Konsolidasi indikator kinerja, integrasi sistem pengukuran kinerja perusahaan dan sistem pengukuran kinerja karyawan.

Penetapan target, dan perangkat lunak performance management.

Sistem pengukuran kinerja untuk organisasi non profit, sistem pengukuran kinerja untuk rantai pasok, dan sistem pengukuran

SUBJECTS

kinerja untuk klaster industri.

Introduction to performance management.

Performance management concepts and performance measurement models.

Work indicator measurement, integrating corporate performance measurement and employee performance measurement.

Target setting, and performance management software.

Performance measurement system for non-profit organization, performance measurement system for supply chain, and performance meaurement system for industrial cluster.

PUSTAKA

UTAMA/

REFERENCES

1. Balanced Scorecard : Kaplan and Norton 2. Strategic Focused Organization : Thompson 3. Performance Measurement Questionnaire: Nanni et al

MATA KULIAH/

COURSE TITLE

TI0920XX : Financial Engineering

TI0920XX : Financial Engineering

Credits: 3

Semester: III

TUJUAN

PEMBELAJARAN/

LEARNING

OBJECTIVES

Financial engineering merupakan multidisiplin yang mencakup teori finansial, metode-metode engineering, matematika, dan praktek pemrograman komputer. Mata kuliah ini dirancang sebagai pengenalan terhadap teori financial engineering dan aplikasinya yang berfokus pada prinsip-prinsip keuangan korporasi dan ilmu investasi seperti cash flow stream, risk aversion, pricing of firms dan instrumen-instrumen keuangan, interest rate term structure, fixed income instruments duration, bond portfolio immunization, dan teori portfolio the Markowitz mean variance.

Financial engineering is a multidisciplinary field involving financial theory, the methods of engineering, the tools of mathematics, and the practice of programming. The course aims to introduce the theory of financial engineering and its applications which focus on the principles of corporate finance and investment science such as cash flow stream, risk aversion, pricing of the firms and finance instruments, interest rate term structure, fixed income instruments duration, bond portfolio immunization, and the Markowitz mean-variance portofolio theory.

KOMPETENSI/

Ketrampilan sintesis, integrasi, dan perancangan

Perancang sistem

Keterampilan manajerial

COMPETENCY Synthesizing, integrating, and designing skills

System designer

Managerial skills

POKOK

BAHASAN/

SUBJECTS

Keuangan dan financial engineering

Investasi dan sumber pendanaan, prinsip bunga, nilai saat ini dan nilai masa depan stream, internal rate of return, cost of capital, dan teknik dasar membangun model finansial.

Aplikasi: capital budgeting, optimal portfolios, dynamic cash flow processes, optimal management, the harmony theorem, evaluation of a firm.

Pengembalian aset, variable random, pengembalian random, portfolio rataan dan variansi, the feasible set, model Markowitz, the two fund theorem, inclusion of risk free asset, the one-fund theorem

Model capital asset pricing.

Finance and financial engineering

Investment and funding sources, the principle of interest, present and future value of streams, internal rate of return, cost of capital, and the basic techniques to build financial model.

Application: capital budgeting, optimal portfolios, dynamic cash flow processes, optimal management, the harmony theorem, evaluation of a firm.

Asset returns, random variables, random returns, mean and variance portfolio, the feasible set, the Markowitz model, the two fund theorem, inclusion of risk free asset, and the one-fund theorem

Capital asset pricing model.

PUSTAKA

UTAMA/

REFERENCES

1. Beamont, P. H. (2004). Financial Engineering Principles. New Jersey, John Wiley & Sons.

2. Brealey, R. A., S. C. Myers, et al. (2008). Corporate Finance. New York, Mc Graw Hill Book Publisher.

3. Gunarta, I. K. (2008). Financial Modelling dengan Menggunakan Excel dan Crystal Ball. Surabaya, Jurusan Teknik Industri.

4. Gunarta, I. K. (2008). Financial Model: Panduan untuk Membangun dan Mengintepretasikan Laporan Keuangan. Surabaya, Jurusan Teknik Industri ITS.

MATA KULIAH/

COURSE TITLE

TI0920XX : Sustainable Manufacturing

TI0920XX : Sustainable Manufacturing

Credits: 3

Semester: II

TUJUAN

PEMBELAJARAN/

LEARNING

OBJECTIVES

Mata kuliah ini didesain untuk memberikan pemahaman kepada mahasiswa mengenai isu-isu sustainabilty, konsep dan ruang lingkup dari Sustainable Manufacturing (SM), strategi-strategi dalam SM, dan alat-alat yang biasa digunakan dalam SM. Saat ini, mengintegrasikan sustainability ke dalam bisnis proses akan manambah total kinerja bisnis dan daya saing. Ketrampilan dan pengetahuan yang diperoleh dari mata kuliah ini akan mempersiapkan mahasiswa untuk menjadi sarjana teknik yang sadar lingkungan dan peka terhadap permasalahan lingkungan serta mampu memecahkan masalah-masalah tersebut dan meningkatkan kinerja industri.

This course is designed to provide students with an understanding of sustainability issues, the concepts and the scope of SM, the strategies in SM, the management approaches in SM, and tools commonly used in SM. In the current situation, integrating sustainability into business process will enhance business’s total performance and competitiveness. Skills developed and knowledge acquired from this course will prepare students to be environmentally conscious engineers who are sensitive to environmentally related problems and capable to solve those problems and enhance total performance of industries.

KOMPETENSI/

COMPETENCY

Kemampuan mengakomodasikan isu lingkungan dan keberlanjutan

Perancang sistem

Keterampilan manajerial

Ability to accommodate environmental issues & sustainabilities

System designer

Managerial skills

POKOK

BAHASAN/

Pengantar Sustainability, global warming dan permasalahan lingkungan lainnya, isu-isu sustainability makro

Konsep-konsep Sustainable Manufacturing, ruang lingkup, strategi dan regulasi yang berhubungan dengan Sustainable Manufacturing.

Life Cycle Management (LCM), Life Cycle Engineering (LCE): Desain untuk Lingkungan, Desain untuk Manufaktur, dan Desain untuk Perakitan.

Life Cycle Assessment (LCA), and Life Cycle Costing (LCC), Product Data Management (PDM, Technical Support

Upgrading, penggunaan ulang, manufaktur ulang, dan daur ulang.

Introduction to Sustainability, global warming & other environmental problems, macro sustainability issues.

SUBJECTS

Concepts of sustainable manufacturing, scope of sustainable manufacturing, strategies of sustainable manufacturing, regulations related to sustainable manufacturing.

Life Cycle Management (LCM), Life Cycle Engineering (LCE): Design for Environment, Design for Manufacturing, and Design for Assembly.

Life Cycle Assessment (LCA), and Life Cycle Costing (LCC), Product Data Management (PDM, Technical Support

Upgrading, Reuse, Remanufacturing, Recycling.

PUSTAKA

UTAMA/

REFERENCES

1. Billatos, S.B. and Basaly, N.A. (1997) Green Technology and Design for the Environment, Taylor & Francis

2. Curran, M.A. (1996) Environmental Life-Cycle Assessment, McGraw-Hill

3. Fiksel, J. (1997) Design for Environment – Creating Eco – Efficient Products andProcesses, McGraw Hill

4. Hines, P. and Taylor, D. (2000) Going Lean, Lean Enterprise Research Centre, UK.

5. Steinhilper, R. (1998) Remanufacturing: The Ultimate Form of Recycling, Fraunhofer IRB Verlag, Stuttgart

6. Proceeding of CIRP International Seminar on Life Cycle Engineering, 1994 – 2008

MATA KULIAH/

COURSE TITLE

TI0920XX : Permodelan Sistem Optimasi

TI0920XX :Optimization System Modeling

Credits: 3

Semester: II

TUJUAN

PEMBELAJARAN/

Learning

Objectives

Tujuan dari mata kuliah ini adalah memberikan pemahaman teknik-teknik metaheuristic untuk menyelesaikan masalah optimasi.

The course aims to provide students with understanding metaheuristics techniques to solve optimization problems.

KOMPETENSI/

Competencies

Keterampilan memecahkan masalah

Keterampilan memanfaatkan teknologi informasi

Ketrampilan analisis

Problem solving skills

Proficiency in ICT

Analytical skills

Pokok Bahasan/

Pendahuluan metaheuristic

Subject

Metaheuristics: Genetic Algorithm, Simulated Annealing, Tabu Search, Particle Swarm, Ant Colony Optimization, Harmony Search algorithm dan aplikasi-aplikasinya.

Introduction to Metaheuristics Metaheuristics: Genetic Algorithm, Simulated Annealing, Tabu

Search, Particle Swarm, Ant Colony Optimization, Harmony Search algorithm and their applications.

Referensi/

References

1. J. Dreo A. Petrowski,P. Siarry E. Taillard,Metaheuristics for Hard Optimization, Methods and Case Studies, springer

2. Karl F. Doerne,Metaheuristics Progress in Complex Systems optimization, springer.

3. Fred Glover, Gary A. Kochenberger, HANDBOOK OF METAHEURISTICS, Kluwer

MATA KULIAH/

COURSE TITLE

TI0920XX : Sistem Dinamik

TI0920XX : Dinamic System

Credits: 3

Semester: II

TUJUAN

PEMBELAJARAN/

Learning

Objectives

Memberikan perspektif pendekatan metodologi Sistem Dinamik dalam memecahkan permasalahan sistem yang kompeks, membangun kemampuan memodelkan permasalahan-permasalahan kompleks, mensimulasikan model, memvalidasi model, menganalisa dan membuat skenario kebijakan yang sesuai dengan tujuan system. Mata kuliah ini juga memberikan kemampuan untuk melihat sebuah permasalahan secara menyeluruh sehingga dapat melahirkan kebijakan-kebijakan dalam melakukan penyikapan atas permasalahan kompleks tersebut. To give an overview of Dynamic System approach methods in solving system complex problems, to develop students’ ability to model complex problems, simulate the models, validate the models, to analyze and to develop improvement scenarios related to the system purpose. It also provides students with practices on how to view a problem comprehensively in taking actions regarding the complex problem.

KOMPETENSI/

Competencies

Keterampilan memecahkan masalah

Perancang Sistem

Ketrampilan Sintesis, integrasi, dan perancangan

Problem solving skills

System designer

Syntetical, integrating, and designing skills

Pokok Bahasan/

Subject

Konsep dasar metodologi Sistem Dinamik: pengenalan dalam

berpikir sistem dan proses permodelannya, struktur dan perilaku sistem dinamik.

Batasan sistem, diagram sebab akibat: struktur dan perilaku dalam sistem umpan balik positif-negatif tunggal, struktur dan perilaku dalam umpan balik positif-negatif jamak.

Menganalisa masalah-masalah sederhana, pengenalan simulasi: konsep aliran materi dan informasi, persamaan level, persamaan rate, auxiliary, konstanta/parameter dan multiplier.

Pengenalan konsep delay material dan informasi dalam sistem, konsep pulse dan step, konsep fungsi, konsep smoothing.

Pendekatan sistem dinamik dalam analisa perancangan dan kebijakan

Validasi model sistem dinamik, skenario kebijakan, dan analisa sensitivitas.

Basic concepts of Dinamic System methodology: introduction in system thinking and modeling process, structure and dinamic system behaviour.

System boundary, causal loop diagram: structure and behaviour in single multiple positive and negative feedback loop.

Simple problems analysis, simulation introductory: material and information flow concepts, level equation, rate equation, auxiliary, constants/parameters and multiplier.

Introduction to the concept of material and information delay in a system, pulse and step concepts, function concepts, smooting concepts.

Dinamic system approach in analyzing design and policies. Validation of dynamic system models, policies scenario, and

sensitivity analysis.

Referensi/

References

John D. Sterman : Business Dinamics : Systems Thinking and

Modeling for Complex World.

Leslie A. Martin : Beginner Modeling Exercises, MIT System

Dynamics in Education Project Under the Supervision of Dr. Jay W.

Forrester. September 5, 1997

Joseph G. Whelan : Modeling Exercises I, MIT System Dynamics

Education Project Under the Supervision of Dr. Jay W. Forrester,

May, 1994

Joseph G. Whelan revised by Lucia Breierova, Modeling Exercises II,

MIT System Dynamics Education Project Under the Supervision of

Dr. Jay W. Forrester January 13, 1997

Jay W. Forrester, System Dynamics, Systems Thinking, and Soft OR,

Sloan School of MIT, August 18, 1992.

Bell, J.A., and Senge, P.M. Enhancing refutability. In: Legasto, A.A.

Jr.; Forrester, M.W.; and Lyneis, T.M., eds. System Dynamics .

Elsevier North-Holland, 1980

MATA KULIAH/

COURSE TITLE

TI0920XX : Data Mining untuk Bisnis

TI0920XX : Data Mining for Business

Credits: 3

Semester: III

TUJUAN

PEMBELAJARAN/

Learning

Objectives

Membahas teknik-teknik dalam data mining,kasus-kasus di mana data mining bisa diterapkan, mengenalkan pemakaian software untuk implementasi. Tujuan mengenalkan teknik-teknik data mining untuk prediksi, klasifikasi dan clustering, penghitungan dan penerapan untuk bidang perbankan, telekomunikasi dan marketing dengan menggunakan software.

The course aims to discuss about data mining techniques and cases in which data mining can be applied, as well as to introduce the use of software for data mining application. Data mining techniques provides a prediction, classification and clustering, which can be applied in banking, telecommunication, and marketing with the help of software.

KOMPETENSI/

Competencies

Keterampilan memecahkan masalah

Keterampilan memanfaatkan teknologi informasi

Ketrampilan Sintesis, integrasi, dan perancangan

Problem solving skills

Proficiency in ICT

Synthesizing, integrating, and designing skills

Pokok Bahasan/

Subject

Pendahuluan, data preprocessing. Pengklusteran dan analisis diskriminan. Neural network, decision tree, support vector machine. Heuristic dalam data mining Kernel data mining.

Introduction and data preprocessing Clustering and discriminants analysis Neural network, decision tree, support vector machine. Heuristics in data mining Data mining Kernel

Referensi/

References

Intro to business data mining, David olson, Yong shi

Data Mining teknik pemanfaatan data untuk keperluan bisnis,budi santosa, Graha Ilmu2007

Data Mining Terapan dengan matlab (budi santosa, 2007), Graha Ilmu

Introduction to Data Mining, Pang-Ning Tan, Michael Steinbach, Vipin Kumar , Prentice Hall

Advanced data Mining Techniques, David L. Olson Dursun Delen, e-book

Mastering data Mining, the art and science of CRM (Michael J Berry, Gordon S

MATA KULIAH/

COURSE TITLE

TI0920XX : Supply Chain Engineering

TI0920XX : Supply Chain Engineering

Credits : 3

Semester: II

TUJUAN

PEMBELAJARAN/

Learning

Objective

Supply chain engineering terkait dengan analisis dan perancangan sistem aliran material dan informasi di sepanjang supply chain untuk menciptakan utilitas waktu dan tempat secara efisien. Mata kuliah ini bertujuan untuk memberikan keterampilan analisis dan perancangan jaringan supply chain pada tingkat menengah sampai lanjut.

Supply chain engineering is highly related to the material and information flow system and design in a supply chain to efficiently utilize time and space. This course aims to form students’ skills in designing and analyzing supply chain network in medium and advanced stages.

KOMPETENSI/

Competencies

Keterampilan sintesis, integrasi, dan perancangan

Keterampilan manajerial

Keterampilan dalam perancangan sistem

Synthetizing, integrating, and designing skills

Managerial skills

System designer

Pokok Bahasan/

Subject

Pengantar supply chain engineering

Aspek-aspek strategi dan design dalam supply chain (efficiency vs. responsiveness, postponement, modularity, commonality)

Inventory pooling effect pada perancangan jaringan, manajemen inventory terintegrasi untuk smooth demand

Manajemen permintaan, pricing/revenue management

Closed loop supply chain, manajemen suplai, dan contract dalam rantai pasok.

Introduction to supply chain engineering.

Strategic aspects and designing in supply chain (efficiency vs. Responsiveness, postponement, modularity, commonality).

Inventory pooling effects in a network design, integrated inventory management for smooth demand.

Demand management, pricing/revenue management.

Closed loop supply chain, supply management, and contracts in supply chain.

Referensi/

References

1. Chopra, S., and Meindl, P. (2007). Supply chain management:

Strategy, planning, and operations, 3rd Edition. New Jersey -

Prentice-Hall.

2. Simchi-Levi, D., Kaminski, P., and Simchi-Levi, E. (2000). Designing

and managing the supply chain: Concept, strategies, and case

studies. Irwin McGraw-Hill.

MATA KULIAH/

COURSE TITLE

TI0920XX : Manajemen Material dan Pengadaan

TI0920XX : Procurement and Material Management

Credits: 3

Semester: III

TUJUAN

PEMBELAJARAN/

LEARNING

Procurement & material Management mencakup materi yang terkait dengan pengadaan material dan manajemen material dari supplier sampai dengan di dalam proses produksi. Aktifitas meliputi perencanaan pengadaan material dan teknik-teknik perencanaan pengadaan. Metode-metode pemilihan dan evaluasi supplier. Tujuan mata kuliah ini adalah untuk memperdalam konsep pengadaan dan manajemen material dan model-model yang terkait dengan masalah tersebut. Dan membahas studi kasus dari journal-journal yang relevan.

The course includes the topics related to the material procurement and management, from suppliers to the production process. It also includes material procurement planning and the techniques of procurement

OBJECTIVES planning. It aims to discuss in depth about procurement concept and material management as well as related models in this topic. Case studies and relevant journals will be discussed in this course for enrichment.

KOMPETENSI/

COMPETENCY

Keterampilan sintesis, integrasi, dan perancangan

Keterampilan manajerial

Perancang sistem

Synthesizing, integrating, and designing skills

Managerial skills

System designer

POKOK

BAHASAN/

SUBJECTS

Pengantar sistem produksi dan konteks perencanaan dan pengendalian produksi.

Peramalan permintaan, perencanaan produksi aggregat, pengelolaan persediaan.

Jadwal induk produksi, perencanaan kebutuhan bahan, perencanaan kapasitas, pengendalian aktifitas produksi.

Beberapa teknik lain: Just In Time, Theory of Constraint

Pengenalan ERP, dan pengenalan CPFR dalam konteks SCM

Introduction to production system and production planning and control context.

Demand forecasting, aggregate production planning, inventory management.

Production master plan, material requirements planning, capacity planning, production activity control.

Other techniques: Just In Time, Theory of Constraint

Introduction to ERP and CPFR in SCM context

PUSTAKA

UTAMA/

REFERENCES

1. Arnold, J.R.T., dan Chapman, S.N., (2004), Introduction to Material Management, Fifth Edition, Pearson Prentice-Hall, Upper Saddle River, New Jersey

2. Dobler, D. W., Burt, D.N., and Lee, Jr., L., (1990), Purchasing and Materials Management Text and Cases, Fifth Edition, McGraw-Hill International Edition, Singapore

3. Tersine, Richard J., (1994), Principle of Inventory and Materials Management, Fourth Edition, Prentice-Hall International, London

4. Vollmann, T., Berry, W., Whybark, C., and Jacobs, R. (2005). Manufacturing Planning and Control Systems for Supply Chain Management Fifth Ed., McGraw-Hill.

MATA KULIAH/ TI0920XX : Manajemen Logistik dan Rantai Pasok

COURSE TITLE TI0920XX : Logistics and Supply Chain Management

Credits: 2

Semester: Elective

TUJUAN

PEMBELAJARAN/

LEARNING

OBJECTIVES

Tujuan mata kuliah ini adalah untuk memberikan pengetahuan dan ketrampilan bagi mahasiswa untuk memahami konsep-konsep maupun model-model dalam manajemen logistik dan rantai pasok serta aplikasinya di dalam kasus nyata. Mahasiswa juga dibekali untuk trampil menggunakan aplikasi perangkat lunak bagi setiap materi perkuliahan yang membutuhkan. Dengan kombinasi antara kemampuan memahami problem-problem real, menterjemahkannya dalam model serta metoda penyelesaiannya, diharapkan mahasiswa mempunyai pengetahuan komprehensif tentang manajemen logistik dan rantai pasok.

The course aims to provide students with knowledge and skills to understand concepts and models of logistics and supply chain management as well as the application in real cases. It also forms students’ skills in using software helps for several subjects in this course. With the skills to understand real problems, interpreting the problems into models and determining the appropriate solving methods, students are expected to have a comprehensive knowledge about logistics and supply chain.

KOMPETENSI/

COMPETENCY

Keterampilan sintesis, integrasi, dan perancangan

Keterampilan manajerial

Keterampilan memanfaatkan teknologi informasi

Synthesizing, integrating, and designing skills

Managerial skills

Problem solving skills

POKOK

BAHASAN/

SUBJECTS

Dasar-dasar perencanaan jaringan distribusi

Keputusan lokasi fasilitas dalam jaringan distribusi

Dasar-dasar perencanaan transportasi logistik dan keputusan-keputusan dalam transportasi logistik

Sistem pergudangan dan pemindahan produk di gudang serta keputusan-keputusan yang terlibat di dalamnya

Peranan teknologi informasi dan komunikasi dalam manajemen logistik dan rantai pasok.

Basics of distribution network planning

Decision of facilities location in distribution network

Basics of logistics transportation planning Logistics transportation decisions

Warehousing and warehouse material handling system and decisions

The roles of information and communication technology in logistics and supply chain.

PUSTAKA

UTAMA/REFERE

NCES

1. Ghiani, Gianpaolo. (2004). Introduction to Logistics Systems Planning and Control. California: John Wiley and Sons, Ltd.

2. Ballou, Ronald. H. (2004) Business Logistics Management, Prentice Hall International, Inc., USA

3. Chopra, Sunil (2007). Supply chain Management: Strategy,Planning, and Operation. Prentice Hall International, Inc., New Jersey

4. Fleischmand et.al. (2003) Quantitative Modelling in Reverse Logistics, Springer

MATA KULIAH/

COURSE TITLE

TI0920XX : Teknologi Informasi untuk Rantai Pasok

TI0920XX : IT For Supply Chain

Credits: 2

Semester: III

TUJUAN

PEMBELAJARAN/

Learning

Objectives

Teknologi Informasi (IT) bukan hanya topik tambahan dalam Manajemen Rantai Pasok. IT telah memungkinkan terjadinya komunikasi antara sekelompok rekan dagang, menurunkan biaya transaksi, meningkatkan aliran informasi, dan meredefinisi hubungan dalam rantai pasok. Selain itu, saat ini telah banyak perusahaan menggunakan IT untuk menciptakan rantai pasok baru berbasiskan senjata kompetitif yang unggul. Mata kuliah ini membahas manajemen teknologi informasi dari sudut pandang manajemen rantai pasok. Mahasiswa akan dibimbing untuk memahami aplikasi-aplikasi IT dalam berbagai aspek dari suatu Manajemen Rantai Pasok yang mencakup keputusan-keputusan, kebutuhan data untuk pengambilan keputusan, dan pemilihan tool pendukung keputusan (teknologi dan software). Mahasiswa juga didorong untuk mengkaji beberapa studi kasus dengan aplikasi IT dalam permasalahan Manajemen Rantai Pasok.

Information technology (IT) is no longer an ancillary subject in Supply Chain Management. IT has opened up communications expanding the set of trading partners, lowering transaction costs, increasing information sharing and redefining supply chain relationships. Moreover, many companies are using IT to create powerful new supply chain based competitive weapons. This course considers information technology management from a supply chain management perspective. Students will study the applications of IT on various

aspects of Supply Chain Management including the decisions made, the data requirements for these decisions; the selection of decision support tools (software and technologies). Students also are encouraged to learn from several case studies on IT and SCM issues.

KOMPETENSI/

Competencies

Keterampilan manajerial

Keterampilan memanfaatkan teknologi informasi

Ketrampilan Sintesis, integrasi, dan perancangan

Managerial skills

Proficiency in ICT

Syntetical, integrating, and designing skills

Pokok Bahasan/

Subject

Pengantar, hubungan dan koordinasi antara rantai pasok dan

teknologi informasi. Teknologi Informasi dan kaitannya dengan Manajemen Hubungan

Pelanggan dan Manajemen Hubungan Pemasok. Teknologi Informasi dan Perdagangan secara elektronik, chanel

distribusi, dan interface pelanggan. Aplikasi-aplikasi Enterprise untuk manajemen rantai pasok:

Enterprises Resource Planning (ERP) dan masalah implementasinya, Enterprise untuk pengadaan, pergudangan, dan transportasi.

Sistem pendukung keputusan untuk manajemen rantai pasok dan implementasi Automatic Identification and Data Capture (AIDC) yang meliputi Barcoding, Radio Frequency Identification (RFID) Tags, and Smart Cards, serta Standarisasi.

Introduction, IT and Supply Chain relationships and coordination. IT and Customer Relationship Management (CRM), IT and Supplier

Relationship Management (SRM)/ Vendor Managed Inventory (VMI).

IT and electronic commerce, IT and customer interface, IT and Intermediation and Distribution Channels.

Enterprise applications for SCM: Enterprises Resource Planning (ERP) and implementation issues, Enterprise application for e-procurement, Enterprise application for Warehouse and Transportation.

Decision Support System for SCM, and Automatic Identification and Data Capture (AIDC) that includes barcoding, Radio Frequency Identification (RFID) Tags, and Smart Cards, and standardization.

Referensi/

References N/A

MATA KULIAH/

COURSE TITLE

TI0920XX : Perencanaan Sistem Distribusi & Transportasi

TI0920XX : Transportation and Distribution System Planning

Credits: 3

Semester: III

TUJUAN

PEMBELAJARAN/

Learning

Objectives

Mata kuliah ini mengupas model matematis dalam perencanaan sistem transportasi dan distribusi, serta hubungan antara teori-teori lanjut dan aplikasi komputer yang bermanfaat. Mahasiswa yang mengikuti mata kuliah ini diharuskan memiliki ketrampilan dasar pemrograman dan permodelan riset operasi. Kuliah ini mempelajari permasalahan permodelan dan penyusunan algoritma eksak dan heuristik untuk memecahkan permasalahan-permasalahan yang ada. Pada bagian akhir perkuliahan, mahasiswa akan diarahkan untuk melaksanakan suatu tugas besar yang berkaitan dengan memecahkan permasalahan dalam perencanaan sistem distribusi dan transportasi.

The class will explore the mathematical models in planning transportation and distribution systems, and the relationship between theoretical advances and useful computer applications. Students are required to have basic programming and operation research modeling skills. Students will study modeling problems and building algorithms (exact and heuristic) to solve the problems. Students will be required to undertake a project in solving one of transportation and distribution system planning problem.

KOMPETENSI/

Competencies

Keterampilan manajerial

Keterampilan memanfaatkan teknologi informasi

Ketrampilan Sintesis, integrasi, dan perancangan

Managerial skills

Proficiency in ICT

Syntetical, integrating, and designing skills

Pokok Bahasan/

Subject

Pengantar Perencanaan Sistem Distribusi dan Transportasi. Perencangan jaringan dan Graph Theory, Merancang dan

Merencanakan jaringan rantai pasok. Model-model jaringan single echelon dan multi echelon. Permodelan transportasi Long haul dan Short haul. Routing Problems: Capacitated Vehicle Routing Problems (CVRP),

Vehicle Routing Problems with Time Windows, VRP with Backhauls/Mixed Loads, Pick Up and Delivery Routing Problems, and Inventory Routing Problems.

Introduction to Transportation and Distribution System Planning. Network Planning and Graph Theory, Designing and Planning

Supply Chain networks. Single-echelon and Multi-echelon Network Models Long-haul and short-haul Transportation Modeling, shortest path

problems. Routing Problems: Capacitated Vehicle Routing Problems (CVRP),

Vehicle Routing Problems with Time Windows, VRP with Backhauls/Mixed Loads, Pick Up and Delivery Routing Problems, and Inventory Routing Problems.

Referensi/

References

1. Introduction to Logistics Systems Planning and Control (Wiley Interscience Series in Systems and Optimization) by Gianpaolo Ghiani, et al (2004)

2. The Vehicle Routing Problem Discrete Math (Siam Monographs on Discrete Mathematics and Applications) by Paolo Toth (Editor), Daniele Vigo (Editor) (2001)

3. The Logic of Logistics : Theory, Algorithms, and Applications for Logistics and Supply Chain Management (Springer Series in Operations Research and Financial Engineering) by David Simchi-Levi, et al (2004)

MATA KULIAH/

COURSE TITLE

TI0920XX : Simulasi Sistem

TI0920XX : System Simulation

Credits: 2

Semester: Elective

TUJUAN

PEMBELAJARAN/

Learning

Objectives

Memberikan pemahaman mengenai teknik permodelan simulasi untuk analisis, perancangan, dan perbaikan suatu sistem industri.

The course aims to provide students with understanding of simulation modeling techniques for analysis, designing, and improvement of an industrial system.

KOMPETENSI/

Competencies

Keterampilan memecahkan masalah

Keterampilan memanfaatkan teknologi informasi

Ketrampilan Sintesis, integrasi, dan perancangan

Problem solving skills

Proficiency in ICT

Syntetical, integrating, and designing skills

Pokok Bahasan/

Subject

Sistem dan dinamika sistem Dasar-dasar simulasi: tipe simulasi, perilaku acak, pembangkitan

bilangan acak dan pembangkitan variabel acak.

Proses simulasi, prosedur simulasi, pengumpulan data dan analisa input.

Pembentukan model konseptual, pembentukan model simulasi, verifikasi dan validasi model.

Analisa output, uji hipotesa untuk membandingkan beberapa sistem, pencarian solusi optimal dengan simulasi.

System and its dynamic Basic simulation: type of simulation, random behaviour, random

number generation, random variable generation. Simulation process, simulation procedures, data collection and

input analysis. Conceptual model building, simulation model building, model

verification and validation. Output analysis, hypotesis testing for compariong systems, how to

find optimal solution with simulation.

Referensi/

References

1. Law, A.M. and Kelton, D.W., Simulation Modeling and Analysis, 3

rd Ed., McGraw-Hill, 2000

2. Kelton, D.W., Sadowski, Randall P., and Sturrock, David T., Simulation with Arena, 3

rd Ed., McGraw-Hill, 2003

3. Altiok, Tayfur, and Melamed, Benjamin, Simulation Modeling and Analysis with Arena, Cyber Research, Inc. and Enterprise Technology Solutions, Inc., 2001

4. Robinson, Stewart, Simulation; The Practice of Model Development and Use, John Wiley, 2004

5. Harrell, Ghosh, Bowden, Simulation Using ProModel, McGraw-Hill, 2004

MATA KULIAH/

COURSE TITLE

TI0920XX : Pengambilan Keputusan Multi Kriteria

TI0920XX : Multi Criteria Decision Making

Credits: 2

Semester: Elective

TUJUAN

PEMBELAJARAN/

Learning

Objectives

Setelah mengikuti kuliah mahasiswa mampu menjelaskan fenomena -konfliktual keputusan dan memahami konsep "satisfied solution" dalam problem keputusan multikriteria baik untuk variabel keputusan kontinue atau diskrit serta serta mampu menerapkannya untuk proses evaluasi dan analisis pemilihan alternatif dari sistem/problem keputuan riel maupun untuk problem rekayasa.

The course aims to provide students with explanation of decision conflicts phenomenon and the concepts of satisfied solution in multi criteria decision for continuous or discrete decision variables as well as

to apply those for evaluation process and alternative selection analysis of real problem or hypothetical problem.

KOMPETENSI/

Competencies

Keterampilan memecahkan masalah

Keterampilan memanfaatkan teknologi informasi

Ketrampilan analisis

Problem solving skills

Proficiency in ICT

Analytical skills

Pokok Bahasan/

Subject

Review konsep optimasi dan teori dasar MCDM Penilaian preferensi dan pengukuran serta teknik pembobotan

kriteria dan pengukurannya. Penyelesaian multi obyektif (MOP) dengan pendekatan-

pendekatan tunggal, konsep dan penyelesaian goal programming. Penyelesaian MCDM: pendekatan agregasi total dan diskrit (AHP,

struktur dan hirarki problem kompleks, analisa sensitivitas dengan Expert Choice), pendekatan berbasis agregasi parsial (ELECTRE I dan II, konsep outranking, kondisi penilaian concordance dan discordance, analisa sensitivitas), pendekatan PROMETEE I

Studi kasus.

Preferences assessment and measurement, weighting criteria and measures

Multi objective solution with single approach, goal programming concepts and solving methods.

Multi criteria decision making approaches: total and discrete aggregation (AHP, complex problems hierarchy and structures, sensitivity analysis with Expert Choice), partial aggregation based approach (ELECTRE I and II, outranking concept, concordance and discordance condition, sensitivity analysis), PROMETEE I approach.

Case Studies

Referensi/

References

Bana et Costa, C.A (1994), Readings in Multiple Criteria Decision Aid, Springer Verlag, Berlin.

Lawrence, Kenneth.D, Gary R.Reeves and Ronald K.Limberg (2000). Multi Criteria Apllications, Application of Management Science Vol.10, Elsevier Science.

Maystre L.Y., J.Pictet dan J. Simos.(1995) Methode Multicritere ELECTRE, Presses Polytechniques et Universitqires Romandes, Lausanne.

Tabucanon, M.T (1992). Multipile Criteria Decision Making in Industry, Elsevier.

Saaty,T.L. (1994), Fundamental of Decision Making in Priority Theory. RWS Publications.

Sen, Pratyush and Jian-Bo Yang (1998). Multiple Criteria Decision Support in Engineering Design, Springer Verlag, Berlin.

Romero, C (1992). Handbook of Critical Issues in Goal Programming. Pergamon Press, London.

MATA KULIAH/

COURSE TITLE

TI0920XX : Proses Stokastik

TI0920XX : Stochastic Process

Credits: 2

Semester: Elective

TUJUAN

PEMBELAJARAN/

Learning

Objectives

Memahami dan mampu membuat model dari sistem yang bersifat probabilistik/stokastik dan teknik-teknik penyelesainnya baik secara algoritmik (manual) maupun dengan bantuan software komputer.

To understand and to develop capability on model building of probabilistic/stochastic system as well as using solving methods either algorithmically (manually) or with computer software application.

KOMPETENSI/

Competencies

Keterampilan memecahkan masalah

Keterampilan memanfaatkan teknologi informasi

Ketrampilan analisis

Perancang sistem

Problem solving skills

Proficiency in ICT

Analytical skills

System designer

Pokok Bahasan/

Subject

Review teori probabilitas dan pengantar proses stokastik Proses Markov Proses difusi Proses Poisson Teori antrian

Review on probability theory and introduction to stochastic process Markov process Diffusion process Poisson process Queuing theory

Referensi/

References

Mario Lefebvre,Applied Stochastic Processes, springer

Ross sheldon, Stochastic Process, Wiley

Ross Sheldon, Introduction to probability models, Academic Press

MATA KULIAH/

COURSE TITLE

TI0920XX : Manajemen Siklus Hidup Produk

TI0920XX : Product Life Cycle Management

Credits: 2

Semester: Elective

TUJUAN

PEMBELAJARAN/

Learning

Objectives

Dalam iklim bisnis dewasa ini, keterlibatan aspek lingkungan dalam membentuk total performance (Triple Botttom Line – TBL) telah merupakan tuntutan mutlak yang harus direspon secara proaktif oleh pihak industri. Karenanya setiap industri harus mengelola siklus hidup produknya secara komprehensif dan terintegrasi. Mata kuliah ini bertujuan mempelajari berbagai teknik pengelolaan siklus hidup produk secara efisien dan berkelanjutan hingga dapat meminimasi dampak lingkungan dan meningkatkan profitabilitas bisnis. Lima pilar dalam pengelolaan siklus hidup produk (Product Life Cycle Management – PLCM) meliputi Life Cycle Engineering (LCE), Life Cycle Assessment (LCA), Life Cycle Costing (LCC), Product Data Management (PDM), dan Technical Support (TS).

Recently, the involvement of environmental aspects in shaping total performance (Triple Bottom Line – TBL) has become an absolute requirement to be responsed proactively by industry. Hence, each industry is required to manage their product life cycle to be comprehensive and integrated. This course aims to discuss about various techniques of managing product life cycle efficiently and in sustainable manner so thay it minimizes environmental effects and improve business profitability. Five pillars in product life cycle management (PLCM) include Life Cycle Engineering (LCE), Life Cycle Assessment (LCA), Life Cycle Costing (LCC), Product Data Management (PDM), and Technical Support (TS).

KOMPETENSI/

Competencies

Kemampuan mengakomodasikan isu lingkungan dan keberlanjutan

Perancang sistem

Ketrampilan Sintesis, integrasi, dan perancangan

Ability to accommodate environmental issues & sustainabilities

System designer

Synthesizing, integrating, and designing skills

Pokok Bahasan/

Subject

Konsep, ruang lingkup, dan strategi sustainable manufacturing.

Life Cycle Engineering (LCE)

Life Cycle Assessment (LCA)

Life Cycle Costing (LCC)

Product Data Management (PDM) dan Technical Support (TS).

The concepts, scope, and strategy ofsustainable manufacturing.

Life Cycle Engineering (LCE)

Life Cycle Assessment (LCA)

Life Cycle Costing (LCC)

Product Data Management (PDM) dan Technical Support (TS)

Referensi/

References

1. Billatos, S.B. and Basaly, N.A. (1997) Green Technology and Design for the Environment, Taylor & Francis

2. Lewis, H. And Gertsakis, J. (2001) Design + Environment, Greenleaf Publishing

3. Fiksel, J. (1997) Design for Environment – Creating Eco-Efficient Products andProcesses, McGraw Hill

4. Curran, M.A. (1996) Environmental Life-Cycle Assessment, McGraw-Hill

5. Graedel, T.E. (1998) Streamlined Life Cycle Assessment, Prentice Hall

6. Kennedy, M.L. (1998) Total Cost Assessment for Environmental Engineers andManagers, John Wiley & Sons, Inc.

7. Proceeding of CIRP International Seminar on Life Cycle Engineering, 1994 – 2008

MATA KULIAH/

COURSE TITLE

TI0920XX : Optimasi Skala Besar

TI0920XX : Large Scale Optimization

Credits: 2

Semester: Elective

TUJUAN

PEMBELAJARAN/

Learning

Objectives

Mata kuliah ini berorientasi di seputar komputasi dan issue-issue yang berhubungan dengan komputasi dalam hal pengembangan dan penyelesaian model optimasi skala besar. This course is oriented around computation and computation-related issues in developing and solving large-scale optimization models.

KOMPETENSI/

Competencies Keterampilan memecahkan masalah

Keterampilan memanfaatkan teknologi informasi

Ketrampilan Sintesis, integrasi, dan perancangan

Problem solving skills

Proficiency in ICT

Synthesizing, integrating, and designing skills

Pokok Bahasan/

Subject

Domain aplikasi termasuk transportasi, economic equilibrium dan

pricing. Covering, staffing & cutting stock models, multi-period planning

problem, inventory, produksi dan manajemen supply chain Pengambilan keputusan dalam ketidakpastian dan program

stokastik. Tehnik dan tool modeling meliputi: linear, network, dan diskrit Metode dekomposisi untuk system skala besar dan optimasi

stokastik yang berfokus pada algorithm.

Application domains include transportation, and economic equilibrium and pricing.

Covering, staffing & cutting stock models, multi-period planning problem, inventory, production and supply chain management.

Decision making under uncertainty and stochastic programs Modeling tools and techniques covered include linear, network and

discrete Decomposition methods for large scale systems, and stochastic

optimization which focus on exact algorithm.

Referensi/

References

Bruce A. McCarl, Thomas H. Spreen; Applied Mathematical

Programming Using Algebraic Systems, E-book

Bruce A. McCarl,McCarl GAMS User Guide, Presentation Note

Linus Schrage, Optimization Modeling with LINGO, Sixth Edition,

LINDO Systems, Inc., 2006, ISBN: 1-893355-00-4

Http://ocw.mit.edu/OcwWeb/Sloan-School-of-Management/15-094JSpring-2004/CourseHome/index.htm

Program Studi Department

JURUSAN TEKNIK INDUSTRI Industrial Engineering

Jenjang Pendidikan Programme

PROGRAM PASCASARJANA (S3) Doctoral Program

No. Kode MK

Code Nama Mata Kuliah (MK)

Course Title Sks

Credits

1 Filsafat Ilmu dan Metodologi Penelitian

Science Philosophy and Research Methodology 3

2 Seminar Bidang Teknik Industri Seminar on Industrial Engineering

3

3 Kapita Selekta Teknik Industri Advanced Industrial Topics

3

4 Pilihan Elective Course

3

5 Penelitian dan Penulisan Disertasi Research and Dissertation

28

Jumlah sks/Total of credits 40*

*Note: For non IE background, additional 12 credits are required with recommendation from personal Tutor (supervisor).

MATA KULIAH/

COURSE TITLE

TI0930XX : Seminar Topik Riset Teknik Industri

TI0930XX : Seminar on Industrial Engineering

Credits: 3

Semester: I

TUJUAN

PEMBELAJARAN/

Learning

Objective

Tujuan mata kuliah ini adalah untuk mempertajam pemahaman mahasiswa terhadap topik-topik riset terkini dalam bidang ilmu teknik industri yang dipublikasikan dalam jurnal internasional serta mempersiapkan mahasiswa untuk bisa melakukan penelitian mandiri.

The course aims to enhance student understanding and awareness of recent Industrial Engineering research topics published in International Journal publishers and to prepare students to conduct their own researches.

KOMPETENSI/

Competencies

Intrapersonal dan kemampuan berkomunikasi

Ketrampilan memanfaatkan teknologi informasi

Penguasaan bahasa Inggris dan atau bahasa asing lainnya

Intrapersonal and communication skills

Proficiency in ICT

Proficiency in English and or other language

Pokok Bahasan/

Subject

Berbagai topik riset terbaru pada bidang teknik industri seperti permasalahan penjadwalan produksi, pengendalian kualitas, perancangan jaringan rantai pasok, perawatan dan keandalan sistem produksi, perancangan tata letak fasilitas produksi, aspek energi dan keberlanjutan dalam sistem industri, koordinasi aspek produksi dan pemasaran, metode optimisasi dan heuristk untuk permasalahan industri, dll.

Various recent topics in Industrial Engineering such as production scheduling problems, quality control, supply chain network design, production system maintenance and reliability, facilities planning, energy and sustainability industry, marketing and production coordination, optimization and heuristics for industrial problems, etc.

Referensi/

References

Journal of Management Science

International Journal of Production Research

International Journal of Production Economics

European Journal of Operational Research

IIE Transactions

International Journal of Computer Science and Engineering.

And other Journal sources.

MATA KULIAH/

COURSE TITLE

TI0930XX : Kapita Selekta Teknik Industri

TI0930XX : Advanced Industrial Topics

Credits: 3

Semester: I

TUJUAN

PEMBELAJARAN/

Learning

Objective

Tujuan mata kuliah ini adalah untuk memberikan pendalaman terhadap aspek-aspek lanjut dari pengelolaan sistem industri dengan pendekatan yang lebih terintegrasi.

The course discusses in depth about advanced aspects of industrial sistem management using integrated approach.

KOMPETENSI/

Competencies

Perancang Sistem

Ketrampilan Sintesis, integrasi, dan perancangan

Ketrampilan Manajerial

System designer

Synthesizing, integrating, and designing skills

Managerial skills

Pokok Bahasan/

Subject

Kerangka umum Teknik Industri

Teknik Industri konvensional

Aspek-aspek perancangan dalam Teknik Industri, perkembangan dalam sistem produksi: MRP vs. JIT, TOC, Lean manufacturing

Sustainable Manufacturing and Supply Chain Management

Aspek finansial dalam Teknik Industri

Industrial Engineering general framework

Conventional Industrial Engineering

Design aspects in Industrial Engineering, production system development: MRP vs. JIT, TOC, Lean Manufacturing

Sustainable Manufacturing and Supply Chain Management

Financial aspects in Industrial Engineering

Referensi/

References

Chopra, S., and Meindl, P. (2007). Supply chain management: Strategy, planning, and operations,3rd Edition. New Jersey - Prentice-Hall.

Groover, M. P. (2003). Automation, Production Systems, and Computer Integrated Manufacturing, 3rd Ed., Prentice Hall.

Askin, R. G. & Standridge, C. R., (1993). Modeling and Analysis of Manufacturing Systems

MATA KULIAH/

COURSE TITLE

TI0930XX : Kebijakan Inovasi dan Teknologi

TI0930XX : Optimization Modeling and Solution

Credits: 3

Semester: Elective

TUJUAN

PEMBELAJARAN/

Learning

Objective

Tujuan mata kuliah ini adalah memberi wawasan para mahasiswa mengenai bagaimana industri mengembangkan kebijakan untuk pengelolaan teknologi dan inovasi secara berkelanjutan untuk menciptakan keunggulan bersaing di pasar global.

The course aims to provide students with knowledge and undertanding of how industry develops its policies in managing technology and innovation continuously to build its own competitiveness in global market.

KOMPETENSI/

Competencies

Keterampilan sintesis, integrasi, dan perancangan sistem

Keterampilan manajerial

Perancang sistem

Problem solving skills

Synthetizing, integrating, and designing skills

System designer

Pokok Bahasan/

Subject

Manajemen teknologi dan inovasi dalam kompetisi global

Akuisisi dan alih teknologi

Pengelolaan proses inovasi internal dan pengelolaan litbang

Pengelolaan pengetahuan untuk penciptaan inovasi

Pengembangan produk baru dan adopsi teknologi manufaktur baru

Strategi Teknologi Korporasi: Menghubungkan strategi bisnis dan kebijakan teknologi

Innovation and Technology Management in a global competition

Technology transfer and acquisition

Managing internal innovation process and Research and Development (R&D)

Managing knowledge for innovation building

New product development and new manufacturing technology adoption

Corporation Technology Strategy: Linking business strategy and technology policies.

Referensi/

References N/A

MATA KULIAH/

COURSE TITLE

TI0930XX : Pemodelan Optimisasi dan Teknik Solusi

TI0930XX : Optimization Modeling and Solution

Credits: 3

Semester: Elective

TUJUAN

PEMBELAJARAN/

Learning

Objective

Tujuan mata kuliah ini adalah untuk memberikan kepada mahasiswa teknik-teknik untuk melakukan optimisasi untuk memperoleh solusi optimal ataupun solusi pendekatan dari suatu permasalahan industri yang kompleks.

The course aims to provide students with optimization techniques to obtain either optimal solution or solution approach of complex industrial problem.

KOMPETENSI/

Competencies

Keterampilan sintesis, integrasi, dan perancangan sistem

Keterampilan manajerial

Perancang sistem

Problem solving skills

Synthetizing, integrating, and designing skills

System designer

Pokok Bahasan/

Subject

Konsep pemodelan dan optimasi

Programa linier, programa integer, programa non linear, programa multi kriteria

Sistem antrian

Pendekatan simulasi

Beberapa pendekatan metaheuristik

Modeling and optimization concept.

Linear programming, integer programming, non-linear programming, goal programming.

Queuing System

Simulation approach

Several Metaheuristics approaches.

Referensi/

References

1. Hillier, F. S. And Lieberman, G. J. (2001). Introduction to Operations Research, 7th Ed., McGraw-Hill.

2. J. Dreo A. Petrowski,P. Siarry E. Taillard, Metaheuristics for Hard Optimization (2006), Methods and Case Studies, Springer

MATA KULIAH/

COURSE TITLE

TI0930XX: Pemodelan Rantai Pasok

TI0930XX : Supply Chain Modeling

Credits: 3

Semester: Elective

TUJUAN

PEMBELAJARAN/

Learning

Objective

Tujuan mata kuliah ini adalah untuk memberikan kepada mahasiswa teknik-teknik untuk melakukan pemodelan dari aliran barang, informasi, dan uang di sepanjang rantai pasok dengan tujuan memperoleh pandangan, keputusan, atau kebijakan yang lebih baik dalam pengelolaan rantai pasok.

The course aims to provide students with techniques of modeling material, information, and cash flows in a supply chain in for an overview, decision-making, and better policies in a supply chain management.

KOMPETENSI/

Competencies

Keterampilan sintesis, integrasi, dan perancangan sistem

Keterampilan manajerial

Keterampilan memecahkan masalah

Problem solving skills

Synthetizing, integrating, and designing skills

Managerial skills

Pokok Bahasan/

Subject

Konsep pemodelan pada rantai pasok

Aspek component commonality dan pengembangan produk

Konfigurasi jaringan rantai pasok

Model persediaan terkoordinasi, model persediaan stokastik, model kontrak pada rantai pasok, model alokasi pesanan, model transportasi dan distribusi

Introduction to supply chain engineering.

Components commonality aspects and product development

Supply chain network configuration

Coordinated inventory model, stochastic inventory model, contract model in supply chain, order allocation and order splitting model, transportation and distribution model.

Referensi/

References

1. Chopra, S., and Meindl, P. (2007). Supply chain management: Strategy, planning, and operations, 3

rd Edition. New Jersey -

Prentice-Hall. 2. Simchi-Levi, D., Kaminski, P., and Simchi-Levi, E. (2000). Designing

and managing the supply chain: Concept, strategies, and case studies. Irwin McGraw-Hill.

3. Jurnal-jurnal terbitan terbaru (Management Science, European Journal of Operational Reserch, Computers and Operations Research, Transportation Research Part E)