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Transcript of Six sigma project
LSS Systems LLC.
Project Name: Battery Charging issue (Team-7)Project Members: Swapneel Shah, Avinash Raju, Venkatesh
Srinivasan, Japan Shah, Kalyan Sirivaram
DefineMeasureAnalyse ImproveControl
Project Problem and Goal Statement
Problem Statement: In the last 3 months,25 % of the customer base of LSS systems, LLC have reported problems related to the battery of the cell phone, which represents the 15% of the overall cost of the operating cash flow of the company. The problems are listed below.
➢ Cell phone Battery Discharges too fast. ➢ Average Battery life is much lesser than anticipated.➢ Too many requests for battery replacement.➢ Functionality of the device is being affected by quick discharging of battery➢ Device is heating up.➢ Battery not getting charged.
Goal Statement: Make all battery related compliance to the specific requirement defined by the company regarding the charge hold-back period.
Project Champion or Sponsor: Swapneel Shah
Project Team Leader or Black Belt: Venkatesh Srinivasan
Project Team Members: Avinash Raju
Ad Hoc Members or SMEs: Kalyan Sirivaram
Roles and Team Membership
Project Plan24-Sep 1-Oct 8-Oct 15-Oct 22-Oct 29-Oct 5-Nov 24-Nov
Define
Measure
Analyse
Improve
Control
DefineMeasureAnalyse ImproveControl
High level process map (SIPOC)
Final Inspection
Dismantling and re installing wiring
•CustomerWith complaint
.
SUPPLIERSUPPLIER INPUTINPUT PROCESSPROCESS OUTPUTOUTPUT CUSTOMERCUSTOMERCTQ
CRITICAL TO QUALITYCTQ
CRITICAL TO QUALITY
•Complaint fromcustomer
• Feedback
•Technical experts
• CORRECTED BATTERY
•PerformanceMatching expectation
• Customer • Repaired product Matches customerprofile
•
•
•initial Test
•
•Software update
•
PARETO CHART OF ISSUES
FMEAFunction
Potential Failure mode
Severity Potential effects of failure Potential causes of failure
Occurrence Current Process Control
Battery not charging properlycharger not plugged
properly 6 Battery life Carelessness of user 34 NA
charger wire issue 2battery and personal damage
possbile Poor quality of charger 33 Better wire selection
power adaptability issue 5 Power conversion factors Impact battery life 61 Manufacture adpators
improper sealing of battery 7 Poor design/manufacturing Poor quality of phone manufacturing 47
quality manufacturing process
Battery charge disspating fasterBattery not charged
properly 6 Battery life Carelessness of user 34 NA
battery not fully charged 4 Battery life Carelessness of user 46 NA
Impoper seating of battery 4 Poor design/manufacturing Poor quality of phone manufacturing 53quality manufacturing
process Internal wire problems 9 Poor battery life Improper manufacturing process 83 Quality check
hardware design problems 3Poor design and qulaity of
phone Poor quality of phone manufacturing 55quality product design
process
software occupying more
battery 9 Poor battery lifeimproper verification and validation of
software 81 Software testing process
Process Capability for current Situation
DATA COLLECTION● Directly from the customers from feedback● Data from Quality testing and control team who initially inspected
faulty products.● Technical evaluation and R&D team.● Product Development team● Past products experience● Software developers● Online sources, forums, journals and also from reverse
engineering of competitors products.● From the benchmarking process
DATA COLLECTION SOURCES● For feedback call centre/customer service person will call the
customer and ask about whether product is working according to their requirements.
● From the online sources, we find surveys as well as get surveys related to battery issues, also from the reviews of experts and consumers around the globe, we get data.
DefineMeasureAnalyse ImproveControl
Cause and Effect of Battery charge dissipating
Root cause Analysis
Value Stream Map of process Before and After Improvement
Initial Inspection
+ve activity
Disassembling the faulty product
-ve activity
Installation of the new wire system
-ve activity
Software Update
+ve activity
Final Inspection and dispatch
+ve activity
Initial Inspection
+ve activity
Disassembling and assembling the product
+ve activity
Software Update
+ve activity
Final Inspection and dispatch
+ve activity
Analysis
● Initial Overview of the process identifies 5 key processes which constitute the overall activity from the receipt of the defective product to its delivery after repair
● Disassembling the faulty product/removal of the faulty wiring and assembling the product after installing the new wire system were two separate processes which were not adding any value, hence were termed “ – ve”
● These processes were combined together to reduce the overall time frame, and the combined process was found to be adding value. Hence was termed as a + ve activity
DefineMeasureAnalyseImproveControl
OPTIMAL SOLUTION AND IMPLEMENTATION
● Basically there are 2 main causes which were figured out form different analysis.
● Internal wire problem and software is consuming more battery.● Among these 2 software is having weightage of 40% and 60 % is
for internal wire problem. We will send an update of a software. For the internal wire problem we will take back the from customers, we will do recall or free part replacement service.
Process Capability After Implementation
PILOT TESTING● Beta test- Customer walkthroughs and expert reviews, involving
stakeholders.● After the problem is fixed, the newly produced phone are pilot
tested .● A random sample is taken from the manufacturing lot and beta
testing for full functionality is made.● By this method, the compliance of the produced products can be
found before it reached the customer.
DefineMeasureAnalyse ImproveControl
STANDARDIZATIONBenchmarking● Understand Industry standards by studying similar products available in the
market.● Conducting Reverse Engineering of those particular products which have the
highest quality characteristics among its class● Comparison of technology and processes of the Reverse engineered product
to our own product to identify potential areas that are to be improved● Implementation of the corrected technology and processes
Control Chart For implementing solution(Before)service centre
Number inspected
Number Nonconfirming
proportion nonconfirming
1 150 37 0.2466666672 150 35 0.2333333333 150 38 0.2533333334 150 36 0.245 150 34 0.2266666676 150 32 0.2133333337 150 40 0.2666666678 150 42 0.289 150 35 0.23333333310 150 38 0.25333333311 150 45 0.312 150 36 0.2413 150 37 0.24666666714 150 37 0.24666666715 150 40 0.26666666716 150 36 0.2417 150 37 0.24666666718 150 38 0.25333333319 150 40 0.26666666720 150 41 0.27333333321 150 32 0.21333333322 150 38 0.253333333
Control Chart For implementing solution(After)
service centreNumber
inspectedNumber
Nonconfirmingproportion
nonconfirming1 150 0 02 150 0 03 150 0 04 150 0 05 150 1 0.0066666676 150 0 07 150 0 08 150 0 09 150 0 010 150 2 0.01333333311 150 0 012 150 2 0.01333333313 150 0 014 150 0 015 150 0 016 150 0 017 150 0 018 150 0 019 150 0 020 150 0 021 150 1 0.006666667
PLAN DO
STUDYACT
LSS Systems LLC.
Project Name: Service repair Problem (Team-7)Project Members: Swapneel Shah, Avinash Raju, Venkatesh
Srinivasan, Japan Shah, Kalyan Sirivaram
PLAN DO
STUDYACT
Background● 80% of the total problems which LSS systems faced were related
to quick discharging batteries.● The resolution of these problems took an unusually long period of
time approximating 1 month.● The service department of the company handles fixing of these
issues.
Aim● Our aim is to bring down the process time from a month to 10
days which will take effect from this quarter.● We aim to improve and standardize the processes in the service
department and identify and remove non value added activities.
Specific questions to address in this cycle
● What are the value and non value added activities in the process?
● Which process is consuming most of the time?● Identify the bottlenecks
Predictions/Hypotheses● Ho= service time will remain to 30 days● H1= Service time will be less than 30 days.
Plan for change/test/intervention
● Who (target population): Service process, equipment and operators, quality & test engineers
● What (change/test): Service lead time, Quality of service● When (dates of test): From upcoming Quarter● Where (location): Service Center● How (description of plan): Using Quality tools to analyze the
process and come up with optimal solution.
Measure● We will measure time of each individual process in the servicing
of the defective phone. We aim to reduce unnecessary utilization of resources using lean principles.
Plan for data collection
● Who (will collect): Quality team● What (measures):Time Study● When (time period): From the receipt to the delivery of the
product● Where (location):Service Center● How (method): Time study analysis and Value stream Mapping
PLAN DO
STUDYACT
What We Plan to Do?● As service repair consists of several processes and different
timelines, we see that value stream mapping would be a good tool to analyze the process.
Customer
Service Center
Quality Control Supervisor
Quality Department
Phone Return
Main Service Plant(Receiving)
10 Days
I
10 DaysInspecting the Faulty phone
C/T = 1 Day
Initial Inspection
Disassemble the Faulty partC/T = 1 Day
DisassemblyAdding the needed hardware and assembling the phone
C/T = 1 Day
AssemblySoftware Upgradation for the
phoneC/T = 1 Day
Updation
Inspecting the Serviced phoneC/T = 2 Days
Final InspectionI I I II
10 Days
Main Service Plant(Shipping)
10 Days
Service Center
Customer
Delivery
1 Day
10 Days
1 Day
1 Day
1 Day
1 Day
1 Day
1 Day
2 Day
1 Day 10 Days Total Lead Time = 24 Days
Value Added Time = 6 Days
Current Value Stream Map
Inference from VSM● From the previous slide we can infer the following.● Customer centers sent phones to the service centers periodically every 10 days. ● For e.g. they used to send phones every 10 days periodically, but if the phone
arrives on the 1st or 2nd day then it has to wait till 10th day of the periodic cycle.● Disassembly and assembly are carried as 2 different process.● The lead time between these two processes is 4 days.
Proposed Value Stream MapCustomer
Service Center
Quality Control Supervisor
Quality Department
Phone Return
Main Service Plant(Receiving)
Daily
Sch
edule
I
1 DayInspecting the Faulty phone
C/T = 1 Day
Initial Inspection
Fix the Faulty part with a new part
C/T = 1 Day
Disassembly & Assembly Software Upgradation for the
phoneC/T = 1 Day
Updation
Inspecting the Serviced phoneC/T = 2 Days
Final InspectionI I II
1 Day
Main Service Plant(Shipping)
Daily
Sch
edule
Service Center
Customer
Delivery
1 Day
1 Day
1 Day
½ Day
1 Day
½ Day
1 Day
½ Day 1 Day Total Lead Time = 3½ Days
Value Added Time = 4 Days
Value Stream Mapping Analysis
● From the proposed VSM we could see that, ● The transportation cycle is changed to 1 day, thereby reducing 18 days of idle
time. ● Disassembly and assembly are combined into single work station thereby reducing
2 days and labor.● The total lead time and value added time got reduced from 24 days and 6 days to
3.5 days and 4 days respectively.● It is clearly visible that the major chunk of the time is consumed by the idle
waiting of the product to be delivered to the service plant.● The non-value adding processes were minimized and an ideal state map is
developed and the process time went down by 75% from around a month to nearly a week
PLAN DO
STUDYACT
Time Reduction Implementation
Transp
ortati
on
Initia
l Insp
ectio
n
Disass
embly
& A
ssem
bly
Software
Upd
ation
Final In
spec
tion
Inven
tory
01020
20
1 2 1 2 42 1 1 1 1 1.5
Time Reduction on Implementing PDSA
Before Implementing PDSA After Implementing PDSA
Process
Tim
e Ta
ken
(Day
s)
Summary● From the VSM and bar chart analysis, transportation is found to
be the bottleneck● By eliminating the bottleneck, the process time has reduced from
a month to a week.● Work in Process Inventory was reduced form one day to half a
day.
Hypothesis● We could see that the process time has been reduced to one
week from 30 days● Hence we reject the null hypothesis, Ho=service time will remain
to 30 days
PLAN DO
STUDYACT
Documenting the Data● Non value adding activities were identified and measures were
taken to eliminate them.● The objective to reduce the process time to a week was
achieved.● The process has been standardized and documented for the
further references.
Next Steps● Continuously monitor the process for the deviations in the
process.● Implement individual control chart for process to achieve better
performance.● Incentives can be provided to employees with high performance
index to motivate them.