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SIX SIGMA GREEN BELT TRAINING
INTRODUCTION TO
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Six Sigma has evolved over the last two decades andso has its definition. Six Sigma has literal, conceptual,
and practical definitions.
Six Sigma has three different levels:
1. As a metric
2. As a methodology
3. As a management system
Essentially, Six Sigma is all three at the same time.
WHAT IS SIX SIGMA?
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The term "Sigma" is often used as a scalefor levels of "goodness" or quality. Using
this scale, "Six Sigma" equates to 3.4
defects per one million opportunities(DPMO). Therefore, Six Sigma started as
a defect reduction effort in manufacturing
and was then applied to other business
processes for the same purpose.
Six Sigma as a Metric
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SIGMAS
DEFECTS PER
MILLION
OPPORTUNITIES
(DPMO)
QUALITY
%
1 691,463 31
2 308,538 69
3
66,807
93
4 6,210 99.38
5 233 99.977
6 3.4
99.9997
Six Sigma as a Metric
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Six Sigma is a business improvement methodology thatfocuses an organization on:
Understanding and managing customer requirements
Aligning key business processes to achieve those requirements
Utilizing rigorous data analysis to minimize variation in those processesDriving rapid and sustainable improvement to business processes
At the heart of the methodology is the DMAIC model for process
improvement. DMAIC is commonly used by Six Sigma project teams and is
an acronym for:
Define opportunity
Measure performance
Analyze opportunity
Improve performance
Control performance
Six Sigma as a Methodology
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TheDMAICModel
Define Control
Measure ImproveAnalyze
Voice of the Customer
Institutionalization
Six Sigma as a Methodology
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(Six Sigma as a Methodology)
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When practiced as a management system, Six Sigma is a high
performance system for executing business strategy.
Six Sigma is a top-down solution to help organizations:
Align their business strategy to critical improvement efforts
Mobilize teams to attack high impact projects
Accelerate improved business resultsGovern efforts to ensure improvements are sustained
The Six Sigma Management System drives clarity around the business strategy
and the metrics that most reflect success with that strategy.
It provides the framework to prioritize resources for projects that will improve themetrics, and it leverages leaders who will manage the efforts for rapid, sustainable,
and improved business results.
Six Sigma as a Management System
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Six Sigma as a Management System
PROCESSES
TOOLS
SKILLS
TRAINING
LEAN SIGMA(DMAIC +)
Integrated Improvement
Y1
y1
VOICE OF...Market
CustomerEmployee
Business
FEEDBACK
CORE & ENABLING PROCESSES
PROCESSMAPS SYSTEMS
EXECUTION (PROCESS MANAGEMENT)
WORKOUTSIX SIGMA
LEAN SIGMA
STRATEGY
If new productor process
Big Ys
Sub Ys
PROCESS
DFSS (DMADV)Fundamental Redesign
D
R
IV
ES
SUP
POR
TS
Flexible Problem Solving Models
Y1
y1
VOICE OF... Market Customer Employee Business
BUSINESSOBJECTIVES
RESULTS:
Top-LevelIndicators
(Dashboards)
PROCESS
MAPSSYSTEMS
PROCESS IMPROVEMENT
STRATEGY
If new productor process
Projects
PROCESS
DFSS
D
R
IV
ES
SUP
POR
TS
PROCESS
CONTROL
ALIGNMENT
SIX SIGMA(DMAIC)
Incremental Improvement
GE WORKOUTQuick Wins
Accelerated Improvement
The power of the Lean Tools &Principles fully integrated intoDMAIC & DFSS
The power of the Lean Tools &Principles fully integrated intoDMAIC & DFSS
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Six Reasons Why Business Leaders Love Six Sigma?
1. Six Sigma impacts the bottom line
2. Six Sigma drives strategy execution
3. Six Sigma generates robust, flexible business processes
4. Six Sigma improves human performance across the
enterprise
5. Six Sigma is highly scalable
6. Six Sigma is a low risk investment
Note: Robustness is the condition of a product or process design that remains
relatively stable with a minimum of variation even though factors that
influence operations or usage, such as environment and wear, are constantly
changing.
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Six Habits of Six Sigma Leaders
1. Delivering customer value (exhibit passion, listen actively,
communicate partnership)
2. Focusing on execution (result-driven, resource conscious,
process-oriented)
3. Making sound, data-driven decisions (critical thinking,
decisiveness, accountability)
4. Managing performance (set goals, track progress, managedetails)
5. Advocating breakthrough improvements (assertiveness,
influence, tenacity)
6. Supporting team-based implementations (manage teams,reward teams)
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Six Tools Every SS BB/GB Loves
1. Quality Function Deployment (QFD)helps to drive customer-focused
development across the design process2. Cause and Effect (C&E) Matrixhelps to facilitate team decision making
3. Failure Modes and Effects Analysis (FMEA)helps to identify andaddress weaknesses in a product or process before they occur
4. Control Chartshelps to assess process stability
5. T-Student Test (t-test)helps to validate test results using small sample size
6. Design of Experiments (DOE)helps to make the most of valuableresources Business
and/or Customer
Requirement
12
34
56
Defects Good
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Six Reason Why Six Sigma Fails?
1. Lack of visible senior leader sponsorhip
2. Lack of alignment to a clear organization strategy
3. Lack of performance tracking and accountability
4. Failure to link projects to bottom-line impact
5. Insufficient or ineffective alocation of human resources
6. Over-emphasis on rigid approach and technical tools
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SIX SIGMA IMPLEMENTATION
AT PT MATTEL INDONESIA
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PT Mattels Vision: A globallycompetitive manufacturer ofpremier toy brands throughcontinuous improvement
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PRACTICAL PROBLEM (PT Mattels Needs)
STATISTICAL PROBLEM
STATISTICAL SOLUTION
PRACTICAL SOLUTION
(MATTELS SMART OBJECTIVES)
PT MATTELS VISION
S
I
X
S
I
G
M
A
L
E
A
N
S
U
PP
L
Y
CH
A
I
N
SMART = Specific, Measurable,
Attainable/Actionable,
Result-oriented, Time-bound
PT M tt l COPIS IDENTIFICATION
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PT Mattels COPIS IDENTIFICATION
Vision: A globally competitive manufacturer of premier toy brands through CI
SMART OBJECTIVES1. To Increase Direct Labor Efficiency from ____% to ____%
2. To Reduce Scrap from _______ PPM to ______ PPM
3. To Improve Production Schedule Adherence from ______ % to ______ %
4. To Improve Daily Schedule Adherence from _____% to ______%
5. To Reduce Lot Buy Off from _____ PPM to ______ PPM
6. To Reduce Containment Audit from _______ PPM to ______ PPM
7. To Maintain Lost Day Incident Case at Zero Level (Always Zero Goal)
Product Type Customers Outputs Processes Inputs Suppliers
#1
#2#3
#4
#5
#6
etc
Customers
Needs(Voice of
Customer =
VOC)
KPOV
(Key Per-formance
Outputs
Variables)CTQ (Critical To
Quality),CTS (CT
Schedule, CTC
(CT Cost)
Processes
Needs(Voice of
Processes =
VOP)
Inputs
Requi-rements
Suppliers
Require-Ments &
Selection
COPIS = Customer, Outputs, Processes, Inputs, Suppliers
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Six Sigma COPIS Model
TheVoice of the Customer (VOC) is aggressively evaluated and used todetermine needed outputs and hence the optimal process configuration
needed to yield those outputs and their necessary inputs for which the bestsuppliers are identified and allied with.
From Mattels Concept to Market: the Voice of the Customer
Customers Suppliers
Outputs InputsProcess
StepsHow does Six Sigma Work?
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PT MATTELS SIPOC PROJECTS
PT MATTELS LEAN SUPPLY CHAINProduct
Type
#1
#2
#3
#4
etc
Suppliers Inputs Processes Outputs Customers
LEAN-SIX SIGMA PROJECTS
(PT MATTELS PROJECTS)
APPROACH
(DMAIC)
LEAN-SIX SIGMA PROJECTS
Define
Measure
Analyze
Improve
Control
PROJECTS OBJECTIVES
LEAN SIX SIGMA TOOLS
Si Si f f i
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Six Sigma Way is a best-in-class change
strategy for
acceleratingimprovements inmanufacturingprocesses and
services.
Six Sigma Way is: Mindset/Way of
thinking A way of doing
manufacturing/service business
Methodology/Toolsfor continualimprovement
Six Sigma Way of Transformation
Six Sigma
Way
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