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Six Sigma
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Six Sigma What is Six Sigma?
Methodology for minimizing mistakes and maximizing value Every mistake has a cost Philosophy for improvement Goes beyond production floor all the way to upper management / CEO
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Six Sigma Why “Six Sigma”? What does the term mean?
Six standard deviations between process mean and nearest specification limit To achieve 6σ, a process must produce fewer than 3.4 defects per million opportunities Will have process capability Cpk=2 in short term
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Six Sigma Development Developed at Motorola in the 1980s
Popularized by GE in the 1990s Saved companies millions (billions) of dollars
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Six Sigma Goal: Bring scientific methods to management
Reduce variability in all business processes, not just manufacturing Use of statistical methods vs. hunches/guesses
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Management principles
Return on Investment Focus on ROI Improve process to save money/improve profit Accountability Leadership and management must be committed to projects Individuals managers must be accountable
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Management principles
Customer focus Understand who customers are and what they need/want VOC – Voice of the customer Metrics Performance measures that are accessible and visible to everyone
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Management principles
Process orientation Think about how processes work within business Project Focus Optimize process by doing projects Leadership identifies projects
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Management principles
Tools and technology Software for statistical analysis, management software Statistical tools (e.g. DOE, ANOVA, magnificent seven, control charts) Business tools (e.g. cost-benefit analysis, market analysis)
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Management principles
Infrastructure for change Personnel, communications, documentation Culture of change Everyone in the organization can understand customer
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Project Strategy: DMAIC
Define – context and objectives Who are the customers? Suppliers? Break down the process into steps; What inputs are needed? What are the outputs? Measure – baseline performance What needs to be measured? Develop and validate measurement systems (Gauge R & R) Where are we now?
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Project Strategy: DMAIC
Analyze – understand cause and effect relationships in the process Analyze data collected in the M step Identify special cause variability Improve – modify process to improve Identify potential solutions Evaluate to determine final solution Verify final solution
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Project Strategy: DMAIC
Control – establish plans to maintain improvement Ongoing process management plans Plans to monitor and control critical processes What to do if process goes out of control
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The belts Yellow Belts – everyone in the organization that is not at higher level Green Belts – trained in statistical methods, solve problems Apply six sigma to their process Black Belts – most highly trained experts Implement Six Sigma projects Master Black Belts – teach and mentor black belts
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