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First Developed by Motorola in the mid 1980's, the methodology only became well known after GE's Jack Welch made it a central focus of his business strategy in 1995.
Over several years that followed the initiation of its efforts, Motorola improved quality levels saved a reported $2.2 billion in the process.
Brief History of Six SigmaSIX SIGMA
Since 1996 numbers of International Company have grow rapidly from the Six Sigma Culture Change.Siemens, Seagate, Compaq, Toshiba, AmEx……
sis the 18th letter of the Greek alphabet
sis the symbol for Standard Deviation
sis the measurement for Variations
“6 Sigma methodology is a powerful breakthrough management tool that provides businesses with the strategy, tactics and tools to improve their profitability through focusing on improving the sigma capability of their processes.”
(Six Sigma Academy)
Statistically speaking :-“6 Sigma Process is equivalent to Cp=2.0, Cpk=1.5 and PPM=3.4”
(Motorola University)
Lower Spec
Upper Spec
Target
1s1s 2s2s 3s3s
Yield = 99.73% (At 3 )sYield = 99.73% (At 3 )s
Lower Spec
Upper Spec
Target
Yield = 99.99966% (At 6 )sYield = 99.99966% (At 6 )s
1s1s 2s2s 3s3s 4s4s 5s5s 6s6s
1.5s shift
The Disciplines of Six Sigma Six Sigma
Recognize
Define
Measure
Analyze
Improve
Control
Concepts of DMAICConcepts of DMAIC
Define (What’s important!)•Identify Opportunity•Define the Problem Statement•Define Scope of Project•Form Project Team
Define (What’s important!)•Identify Opportunity•Define the Problem Statement•Define Scope of Project•Form Project Team
Measure (How we’re doing)•Collect Data•Analyze Current Problem•Understand the Cause & Effect Relation•Define Target for Improvement
Measure (How we’re doing)•Collect Data•Analyze Current Problem•Understand the Cause & Effect Relation•Define Target for Improvement
Analyze (What’s Wrong?)•Identify Root Cause•Propose Possible solutions
Analyze (What’s Wrong?)•Identify Root Cause•Propose Possible solutions
Improve (Fixing What’s Wrong)•Prioritize Plan•Test Proposed Solution•Optimize Proposed Solution•Implementation of Proposed Actions
Improve (Fixing What’s Wrong)•Prioritize Plan•Test Proposed Solution•Optimize Proposed Solution•Implementation of Proposed ActionsControl (To Guarantee Performance)
•Measure & Monitor Progress•Maintain Gain•Acknowledge Team•Communicate Results
Control (To Guarantee Performance)•Measure & Monitor Progress•Maintain Gain•Acknowledge Team•Communicate Results
Tools of M-A-I-CTools of M-A-I-C
MeasureMeasure
AnalyzeAnalyze
ImproveImprove
ControlControl
Process MappingFish-Bone DiagramC&E MatrixFMEAGauge R&RCapability Study
Process MappingFish-Bone DiagramC&E MatrixFMEAGauge R&RCapability Study
Multi-Vari StudiesCorrelationRegressionANOVAHypothesis TestingNon-Parametric Testing
Multi-Vari StudiesCorrelationRegressionANOVAHypothesis TestingNon-Parametric Testing
Screening DOE Design Of ExperimentsResponse Surface Methodology
Screening DOE Design Of ExperimentsResponse Surface Methodology
Quality SystemSPCAuditsControl Plans
Quality SystemSPCAuditsControl Plans