Robust Design, Quality Loss Function, System Design, Parameter Design and Tolerance Design

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1. Explain robust design, quality loss function, system design, parameter design, tolerance design

Answer:

1.1. Robust design:

Though robust design can be explained in different way, it can be generalized to: one step/stage of product design development process at which design experiment is made on multiple factors so that to minimize the effects of variation without avoiding the causes (since they are too difficult or too expensive to control).

1.2. Quality loss function:

It is an equation developed by Japanese business statistician Dr. Genichi Taguchi for estimating the loss of quality resulting from the deviation of a product characteristics from its intended condition (target value). Mainly quality loss is expressed in terms of money lost.

Generally, it is known that the loss progressively increases as variation increases, more precisely, Dr. Genichi Taguchi, suggests that the losses increases geometrically as the square of the deviation from the target.

1.3. System design:

System level design is the conceptualization stage of the product design. At this stage new ideas or concepts and the knowledge at which the team members gained from their education and experience will be utilized to determine the right selection of materials, geometry of parts, processes to be followed and design factors that will satisfy functional and economical specifications. To achieve an increase in quality at this level requires innovation, and therefore improvements are not always made.

1.4. Parameter design:

In parameter design stage the system variables are experimentally analyzed to determine how the product or process reacts to uncontrollable “noise” in the system; Parameter design is related to finding the appropriate ...

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...ane M. and Taguchi, Shin “The Taguchi Approach to Parameter Design” Quality Progress, Dec 1987. (http://www2.isye.gatech.edu/~roshan/publications/Taguchi.pdf)

4. Phadke, Madhav S. Quality Engineering Using Robust Design Prentice Hall, Englewood Cliffs, 1989. (http://www.e-formacion.com.mx/public_msalas/mis_docs_laptop/My%20eBooks/PDF/Estad%C3%ADstica/Quality%20Engineering%20Using%20Robust%20Design.pdf )

5. http://www.businessdictionary.com/definition/quality-loss-function.html#ixzz31zDnGln0

6. http://cs.anu.edu.au/courses/ENGN8101/Loss%20functions-lecture%205.pdf

7. https://controls.engin.umich.edu/wiki/index.php/Taguchi_quality_loss_function_and_specification_tolerance_design

8. http://documentation.statsoft.com/STATISTICAHelp.aspx?path=Experimental/Doe/Overview/TaguchiMethodsSignaltoNoiseSNRatios

9. https://onlinecourses.science.psu.edu/stat503/node/74

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