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Six Sigma Jason Cumins
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Overview What is Six Sigma? History of Six Sigma Six Sigma Methodologies The roles of Six Sigma Six Sigma and CMMI Benefits and Issues of Six Sigma
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What is Six Sigma? A quality improvement approach to ANY company’s product/process Data driven approach for eliminating defects Six standard deviations between the mean and the nearest specification limit
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What does Six Sigma do? Six Sigma means the process produces 3.4 defects per one million opportunities Sigma level Sigma (with 1.5σ shift) DPMO Percent defective Percenta ge yield Short- term C pk Long- term C pk 1-0.5691,46269%31%0.33–0.17 20.5308,53831%69%0.670.17 31.566,8076.7%93.3%1.000.5 42.56,2100.62%99.38%1.330.83 53.52330.023%99.977%1.671.17 64.53.4 0.0003 4% 99.999 66% 2.001.5 75.50.019 0.00000 19% 99.9999 981% 2.331.83
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History of Six Sigma Motorola 1985 GE 1995 Extremely popular now
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Roles of Six Sigma
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Green Belt Black Belt Master Black Belt Champion Sponsor
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Green Belts Lowest level of the Six Sigma team other than team members Lower level management A few weeks of in class training In charge of small projects or part of a Black Belts project
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Black Belts Next level of the Six Sigma team Takes on large and difficult projects At least a months worth of in class training Helps guide Green Belts Officially certified
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Master Black Belts Must be certified Able to train and coach others Generally has a lot of experience
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Champions Senior level executives Solves issues between Black Belts and sponsors Must have a high-level understanding of Six Sigma Actively leads company to fully implement Six Sigma
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Sponsors Similar to champions Sponsor overall six sigma initiative Generally high-level executive
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Six Sigma Methodologies Two main methodologies DMAIC DMADV or DFSS(“Designs for Six Sigma”)
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DMAIC Used for improving existing process Generally easier projects Uses Green Belts
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DMAIC Define Measure Analyze Improve Control
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Define “Critical to Quality” areas Processes that are involved Scope Form a team Create a project charter Determine requirements
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Define Tool (SIPOC)
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Measure Collect data on current processes Understand why defects are created Make sure data is valid
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Analyze Identify ways to improve the process Find the root of poor sigma performance Identify sources of variation Decide on which areas need to be improved on
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Improve Propose a large number of solutions Create tests and evaluate solutions Create an implementation plan
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Control Implement the plan determined from the last phase Focus on maintaining the six sigma performance Train staff in the new process
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DMADV Also known as Design for Six Sigma(DFSS) Similar to DMAIC Create an entirely new process Extremely challenging Uses Master or Regular Black Belts
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Define, Measure, Analyze First three phases are the same as DMAIC Define the project Measure the expectations Analyze the data and figure out alternative solutions
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Design Implement solutions and create a prototype Necessity that critical to quality factors are accounted for Carry out detailed design
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Verify Make sure Design phase fits all requirements Critical to quality areas have great performance
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Six Sigma and CMMI It is not a competitor to CMMI Use Six Sigma with CMMI can help improve Maturity levels
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Capability Maturity Model Integration (CMMI) Overview Process improvement for software development Defined by its maturity levels: Initial, Repeatable, Defined, Quantitatively Managed, and Optimizing
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Direct Correlations with CMMI Quantitative Process Management and Casual Analysis & Resolution
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Integration with CMMI Start using CMMI to create processes based off the community Implement Six Sigma to optimize Six Sigma reinforces mission focus and extremely supportive of CMMI implementation
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Benefits of Six Sigma Average Black Belt saves the company $230,000 Positive results for Motorola, General Electric(GE), and Allied Signal/Honeywell Extremely efficient production process Rapid process improvement methodologies
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Issues with Six Sigma If not fully committed it just doesn’t work Requires a large amount of training Managers must be active and have the ability to lead complicated projects
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Tools Minitab 16 ◦Minitab 16 VideoMinitab 16 Video
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Questions?
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References Ideal Meadia LLC. i Six Sigma. Retrieved 3/08/2012. http://www.isixsigma.com/ Siviy, Jeannine; Penn, M. Lynn; Harper, Erin. “Relationships Between CMMI and Six Sigma”. Software Engineering Institute 2005. Retrieved 3/08/2012. Franza, Richard; Chakravorty, Satya. “Design for Six Sigma(DFSS): A Case Study”. Kennesaw State University, Dept. of Management and Entrepreneurship 2007. Retrieved 3/10/2012. http://ieeexplore.ieee.org/ http://ieeexplore.ieee.org/
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References Catherwood, Philip. “Champions of the cause”. Waterton Technol. Centre, UK 2005. Retrieved 3/12/2012. http://ieeexplore.ieee.org/http://ieeexplore.ieee.org/ Pan, Zhedan; Baik, Jongmoon. “A Six Sigma Framework for Software Process Improvements and its Implementation”. Asia-Pacific Software Engineering Conference. Retrieved 3/12/2012. http://ieeexplore.ieee.org/ http://ieeexplore.ieee.org/ Aveta Business Institute. Six Sigma Online. Retrieved 3/14/2012.
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