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CHAPTER 2
Managing aspects of Quality
Learning Objectives
After completing this chapter you should be able to:
1.
Describe the quality management philosophies of W. Edwards Deming, Joseph M. Juran, and Armand V.
Feigenbaum
2.
Discuss total quality management, six-sigma, the Malcolm Baldrige National Quality Award, and quality
systems and standards
3.
Understand the importance of selecting good projects for improvement activities
4.
Explain the five steps of DMAIC
5.
Know when and when not to use DMAIC
Important Terms and Concepts
Analyze step
Control step
Define step
Design for Six-Sigma (DFSS)
DMAIC
Failure modes and effects analysis
(FMEA)
Improve step
Key process input variables
(KPIV)
Key process output variables
(KPOV)
Measure step
Project charter
SIPOC diagram
Six-Sigma
Tollgate
Exercises
2.12.
Explain the importance of tollgates in the DMAIC process.
At a tollgate, a project team presents its work to managers and โownersโ of the process. In a six-sigma
organization, the tollgate participants also would include the project champion, master black belts, and
other black belts not working directly on the project. Tollgates are where the project is reviewed to ensure
that it is on track and they provide a continuing opportunity to evaluate whether the team can successfully
complete the project on schedule. Tollgates also present an opportunity to provide guidance regarding the
use of specific technical tools and other information about the problem. Organization problems and other
barriers to successโand strategies for dealing with themโalso often are identified during tollgate reviews.
Tollgates are critical to the overall problem-solving process; It is important that these reviews be conducted
very soon after the team completes each step.
2.18.
Suppose that your business is operating at the four-and-a-half-sigma quality level. If projects
have an average improvement rate of 50% annually, how many years will it take to achieve sixsigma quality?
Assuming a 1.5๏ณ shift in the mean that is customary with six-sigma applications [? โฒ ~?(? โฒ = 1.50, ? =
1)], the percentage within the โ4.5? and 4.5? limits is:
?(โ4.5 โค ? โฒ โค 4.5) = ?(? โฒ โค 4.5) โ ?(? โฒ โค โ4.5) =0.9987
Then, the ??? defective is: (1 โ 0.9987) โ 106 โ 1,350.
Using the equation in Example 2.1:
3.4 = 1,350 โ (1 โ 0.5) ?
3.4
? = ?? (
)โ??(1 โ 0.5)
1,350
? = 8.6332
`
It will take the business nearly 8 years and 7 months to achieve 6? quality.
2.19.
Explain why it is important to separate sources of variability into special or assignable causes and common
or chance causes.
Common or chance causes are due to the inherent variability in the system and cannot generally be
controlled. Special or assignable causes can be discovered and removed, thus reducing the variability in
the overall system. It is important to distinguish between the two types of variability, because the strategy
to reduce variability depends on the source. Chance cause variability can only be removed by changing the
system, while assignable cause variability can be addressed by finding and eliminating the assignable
causes.
2.21.
Suppose that during the analyze phase an obvious solution is discovered. Should that solution be
immediately implemented and the remaining steps of DMAIC abandoned? Discuss your answer.
The answer is generally NO. The advantage of completing the rest of the DMAIC process is that the
solution will be documented, tested, and itโs applicability to other parts of the business will be evaluated.
An immediate implementation of an โobviousโ solution may not lead to an appropriate control plan.
Completing the rest of DMAIC process can also lead to further refinements and improvements to the
solution. Also the transition plan developed in the control phase includes a validation check several months
after project completion, if the DMAIC process is not completed; there is a danger of the original results
not being sustained.
CHAPTER 3
Tools and Techniques for Quality Control and Improvement
Learning Objectives
After completing this chapter you should be able to:
1.
Understand chance and assignable causes of variability in a process
2.
Explain the statistical basis of the Shewhart control chart
3.
Understand the basic process improvement tools of SPC: the histogram or stem-and-leaf plot, the check
sheet, the Pareto chart, the cause-and-effect diagram, the defect concentration diagram, the scatter diagram,
and the control chart
4.
Explain how sensitizing rules and pattern recognition are used inconjunction with control charts
Important Terms and Concepts
Action limits
Assignable causes of variation
Cause-and-effect diagram
Chance causes of variation
Check sheet
Control chart
Control limits
Defect concentration diagram
Designed experiments
Flow charts, operations process
charts, and value stream mapping
Factorial experiment
In-control process
Magnificent seven
Out-of-control-action plan
(OCAP)
Out-of-control process
Pareto chart
Patterns on control charts
Scatter diagram
Shewhart control charts
Statistical control of a process
Statistical process control (SPC)
Three-sigma control limits
Exercises
3.6.
Consider the control charts shown here. Does the pattern appear random?
No, the last four samples are located at a distance greater than 1๏ณ from the center line.
3.7.
Consider the control charts shown here. Does the pattern appear random?
Yes, the pattern is random.
3.8.
Consider the control charts shown here. Does the pattern appear random?
Yes, the pattern is random.
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