In this video, learn how to identify the steps, tools, and deliverables of the Improve phase in a DMAIC project.
- Now that you know which key X's drive the performance of Y…you will want to develop and implement solutions…to address the key X's in order to improve Y.…You are now in the improve phase.…Remember, the main steps are, first,…generate potential solutions to address proven key X's.…Next, evaluate solution alternatives.…Then, select the right set of solutions to optimize Y.…Last, pilot and implement.…
Now, before implementing any solutions,…you must apply these tools and techniques.…New process maps to achieve a common understanding…of the improved process.…FMEA, or failure modes and effects analysis…to mitigate any potential risk of failure…and improve process.…Also, mistake proofing to prevent any possibility of errors.…And pilot testing to make sure it works…before full implementation.…Various tools such as DOE and process simulation may be used…to determine optimal settings.…
Check out my course, Six Sigma: Green Belt Training…for an introduction to DOE.…Here, in this Black Belt training,…you'll have the opportunity to design…
Author
Richard Chua
Released
5/25/2017LinkedIn Learning (Lynda.com) is a PMI Registered Education Provider. This course qualifies for professional development units (PDUs). To view the activity and PDU details for this course, click here.
The PMI Registered Education Provider logo is a registered mark of the Project Management Institute, Inc. Dr. Richard Chua builds upon his Six Sigma: Green Belt, Six Sigma Foundations, and Learning Minitab courses—which are prerequisites to this course—and covers an array of topics, including measurement system analysis, hypothesis testing, response surface methods, displaying improved process capabilities, and more.
- Process flow metrics
- Measurement system analysis
- Calculating process capability
- Hypothesis testing
- Confidence intervals
- Testing for normality
- Designing, conducting, and analyzing full-factorial experiments
- Using fractional factorial experiments for screening
- Displaying improved process capability
Skill Level Intermediate
Duration
Views
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Introduction
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Welcome1m 38s
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Certification information1m 31s
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Exercise files34s
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1. Define Phase
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Overview of the Define phase3m 51s
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2. Measure Phase
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Process flow metrics3m 34s
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Sample sizes3m 7s
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3. Analyze Phase
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Hypothesis testing road map3m 33s
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Confidence intervals3m 14s
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Test for normality2m 49s
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Compare variances5m 16s
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T-tests6m 4s
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ANOVA3m 55s
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Contingency tables6m 49s
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Nonparametric tests6m 49s
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Correlation3m 45s
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Linear regression4m 38s
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Multiple regression5m 5s
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4. Improve Phase
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Full-factorial experiments9m 19s
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DOE with curvature6m 27s
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Response surface methods8m 37s
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5. Control Phase
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SPC chart selection4m 46s
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SPC chart analysis5m 1s
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Conclusion
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Next steps56s
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Video: Overview of the Improve phase