Digitalization of Manufacturing - Hitachi Consulting · Leveraging the Internet of Things for Smart...

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Leveraging the Internet of Things for Smart Manufacturing & Operational Excellence Digitalization of Manufacturing Dennis McRae Vice President of Solutions Dave McKnight Director Optimized Factory May 2017

Transcript of Digitalization of Manufacturing - Hitachi Consulting · Leveraging the Internet of Things for Smart...

Page 1: Digitalization of Manufacturing - Hitachi Consulting · Leveraging the Internet of Things for Smart Manufacturing & Operational Excellence ... Digitalization of Manufacturing ...

Leveraging the Internet of Things for Smart Manufacturing & Operational Excellence

Digitalization of Manufacturing

Dennis McRae – Vice President of Solutions

Dave McKnight – Director Optimized Factory

May 2017

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© Hitachi, Ltd. 2017. All rights reserved.

OT

106

YEARS

INDUSTRIAL

CONSUMER

BUSINESS

CITY

IT 55

YEARS

APPLICATIONS

ANALYTICS

INFRASTRUCTURE

BIG DATA

CLOUD

IoT SOLUTIONS

2

How we leverage our OT + IT experience to create meaningful IoT solutions

Behind the Name Hitachi - Video

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Digitalization of Manufacturing

Key Takeaways :

IoT is the vehicle for the next level of Operational Excellence improvements and

business transformation

Expected benefits of IoT for smart manufacturing - manufacturers can become more

efficient, generate new revenue, improve worker safety and offer new business models

by integrating existing data systems

How to move from Lean to Digital and where to start – Hitachi’s learnings

What is a baseline journey for leveraging IoT for smart manufacturing, smart products,

and smart services

What do you need to know as a leader to execute a successful IoT and smart

manufacturing strategy

© Hitachi, Ltd. 2017. All rights reserved.

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Delivering measurable, sustainable business results in all industries.

© Hitachi, Ltd. 2017. All rights reserved.

Hitachi Companies – Social Innovation & IoT

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Capability to deliver end-to-end at One Hitachi scale

Innovation

& R&D

Information

Drivers

Information

Acquisition

Information

Storage

Information

Dissemination

Information Transformation &

Visualization

Information

Interpretation

Business

Outcomes

End to end integration – Industrial Grade – Secure – Scale INNOVATION IMPACT

Hitachi R&D

& Labs

Embedded Things &

Applications

Hitachi IoT

Platforms & Sensors

Hitachi Data

Systems

Hitachi Digital

Transformation & AR Pentaho

(a HDS Company)

Hitachi Big Data

Lab, BI&A

Hitachi Ops.

Consulting

OPERATIONAL TECHNOLOGIES INFORMATIONALTECHNOLOGIES DIGITAL TECHNOLOGIES

105+ years 55+ years 10+ years + +

Co-Creation & Co-Innovation: We work with our Partners to Drive Scalable IoT Solutions

© Hitachi, Ltd. 2017. All rights reserved.

Hitachi‟s Unique Value Proposition

© Hitachi, Ltd. 2017. All rights reserved.

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Industrial Revolutions

First Steam Engine and

Mechanization

Since 1780s Since 1890s Since 1970s Today

Second Mass

Production

Third Automation and

IT Systems

Fourth Digitalization,

Virtualization, and

Cyber-Physical

Systems

How to move from theory to practice?

The Fourth Industrial Revolution (Industry 4.0)

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1. Smart Manufacturing

• Productivity, Quality, Flexibility

• Mass Customization & Virtualization

2. Smart Products

• Tracking, Monitoring, Remote Control

• Diagnostics & Maintenance

3. Smart Services

• Product-as-a-Service

• Monetization of Data

Digital Transformation - Three Main Opportunities for Manufacturers:

I4.0 Digital Transformation Opportunities

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PRODUCTIVITY

AND QUALITY

IMPACTED BY

VARIATION

PRODUCTION

SHIFTS RARELY

GO AS PLANNED

EXCESSIVE TIME AND RESOURCES SPENT “FIGHTING FIRES”

END-TO-END

VISIBILITY OF

OPERATIONS IS

POOR

Manufacturing Challenges

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1990s architecture

"Point solutions"

Fragmented databases

Standard apps & systems of record

Lack of full value stream analytics

Functional excellence > silo thinking

Costly integration and maintenance

Interdependencies & points of failure

Multiple versions of the truth

Lack of external data integration

Challenges with Today‟s Manufacturing IT

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Predictive

Maintenance Advanced

Process

Control

Dynamic

Scheduling

Real-time

Supply Chain

Optimization

Factory

Utilities

Management

Predictive

Quality

Connected

Field Service

Connected Workforce

Connected Factory

The „Industry 4.0‟ revolution provides immense opportunity for next level of operational improvements across organizations.

Our intent is to partner with Clients through this journey and „co-create‟ meaningful solutions for addressing business challenges.

Digital Strategy

Health, Safety and Environment

© Hitachi, Ltd. 2017. All rights reserved.

Smart Manufacturing | Core Elements

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© Hitachi Ltd. 2017. All rights reserved.

IoT is the vehicle for achieving the next level of Opex performance

Value Data - Determine which data will drive the greatest Opex improvements

Start with both sides of the manufacturing portfolio maturity

Integrate with current Lean Six Sigma Operating Systems

Develop IoT Strategy with Executives and Leadership

Smart Manufacturing Roadmap – Critical Steps

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Data Lake

Data must be aggregated and scalable

Selecting a Digital IoT Platform for the Journey

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Visualization

Artificial Intelligence

Advanced Analytics

IoT Microservices

Foundation • Deployments and onboarding of OT and IT assets

• Centralized logging and object storage

• Analytics across business, human and machine data

• End-user access to data and algorithms

• Purpose-built AI for IoT use cases

6 functional layers combined to create comprehensive and agile IoT solutions

Process Automation • Automated operations based on Artificial Intelligence

© Hitachi, Ltd. 2017. All rights reserved.

Smart Manufacturing Platform Critical Elements

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SMART CITY DIGITAL ENERGY INDUSTRIAL IoT

Digital Business Solutions

Intelligent Software

Verified Blueprints

Proven

Values

OT IoT Infrastructure IT

Lumada

Open

Adaptable

Secure

Lumada | An Open, Flexible IoT Platform To Deliver Real-World Solutions

Hitachi‟s Smart Manufacturing Platform - Lumada

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Aggregation

Integration and

Streaming of Data

Creating

Correlation, Logic,

and Algorithms

Finding Patterns,

Combinations,

Exceptions

Millions of

Iterations of

Machine Learning

Driving Continuous

Improvement,

Leaner Operations

Creating end-to-end

visualizations for all

levels of the

organization

Benefits of Smart Manufacturing – Next Level of Opex

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Decision optimization

◆ Decision models are formulated based on business rules, HCC will make recommendations. Baseline intention is to optimize in order to maximize plant operating profit.

◆ Decisions are made applying the decision models. Humans are expected to examine the recommendations and override if necessary. ◆ Tuning of decision models is performed regularly via measurement of human decisions or corrections of automated recommendations.

Value driver Key outcomes Controllable levers Tools Hitachi solution

More first pass yield

Suppliers, operators, process SPs

Ideal operating conditions

Predictive quality

Product quality

Lower MFG order cost variances

Standard costs, operating rates

Production tracking granularity

RCA cost management

Costs management

More direct labor efficiency

Incentives / penalties, knowledgebase

Remote monitoring

Ambient shop floor experience

Workforce effectiveness

More on time deliveries

Production schedule Redirect resources

Process modelling and predictive

analysis

Predictive schedule adherence

Schedule adherence

Less inventory

RM, WIP, FG Inv. Temp. WHSE

Demand/supply balance and prediction

Dynamic scheduling and demand

monitoring

Inventory levels

Lower net energy consumption

Production schedule Run rates

Real-time monitoring

Energy management

Energy management

Less downtime

Maintenance and production

schedules

Condition-based and perspective

maintenance

Predictive maintenance

Equipment utilization

Fewer regulatory violations

Safety culture, capture near-misses

Automated video monitoring

HVS for shop floor

Worker health and safety

© Hitachi, Ltd. 2017. All rights reserved.

Smart Manufacturing – Opex Value Delivered

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Maintenance

Optimization

Dynamic

Scheduling

Predictive

Quality

Digitalization of

Theory of Constraints

Digitalization of

Six Sigma

Digitalization of

Maintenance Excellence

Big

Data

Manufacturing Use Cases

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A global producer of injectors for automotive airbags, Daicel made a strategic

decision to digitize it‟s quality management system. Goal: increase certainty of

product quality, reduce cost of internal re-work and root cause eradication.

Digitalization of Man, Machine, Method, Material. Aggregation of 3D image

analysis with data from IT systems and IoT devices enables defect prediction and

improved quality management process. Integrated with continuous improvement

system.

Man

Machine

Material Method

EXAMPLE: Predictive Quality at Daicel

Daicel Video

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EXAMPLE: Dynamic Scheduling at Hitachi Operations

A Hitachi Distribution Center increased productivity by 8% though dynamic

scheduling of orders based on data aggregation, analytics and machine learning.

The Hitachi Omika Factory improved lead-time by 50% in a high-mix, make-to-

order production operation through dynamic scheduling. By aggregating customer

order data and operational data sets, bottlenecks are predicted and

reduced/avoided. As a result, the factory increased both productivity and flexibility.

In both cases, the digital solution is an integral part of the KAIZEN system.

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Smart Trains for a Smart Future – Predictive Maintenance for the Rail Industry © Hitachi, Ltd. 2017. All rights reserved.

Example: Smart Products to Smart Services

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Power and energy

Urban

Finance, public and

healthcare

Industry, distribution and

water

PLATFORM BEST-IN-CLASS PEOPLE

IT EXPERTISE OT EXPERTISE

NEXPERIENCE NEXDEV PROCESS

ARTIFICIAL INTELLIGENCE

LUMADA

“CO-CREATION"

IT OT

Digital Customer Experience

Digital Operations

Smart Infrastructure

Digital Enterprise

SKILLS FOCUS

INDUSTRY SOLUTION CORES

ALIGNED TO FRONT

BUSINESS UNITS

© Hitachi, Ltd. 2017. All rights reserved.

Our Innovative “Co-Creation” Approach

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Leadership: Key Takeaways for Executing Successful Smart Operations and IoT Strategy

Select a Scalable and Open IoT Platform

Collaborative Creation – Not Off-the-Shelf Technology Solutions

Value Data - Begin with the Business Case (Often 3X ROI)

Integrate with Lean Six Sigma Continuous Improvement System/Culture

IoT is the Vehicle for the Next Level of Operational Excellence Improvements

Start at Both Ends of the Manufacturing Portfolio Maturity

Execute a 5-Year Transformation Roadmap; Owned by Leadership

Aggregation of Big Data Enables the Value

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