In this paper, we introduce a small variation to current approaches broadly called Taguchi Robust Design Methods. In these methods, there are two broad categories of problems associated with simultaneously minimizing performance variations and bringing the mean on target, namely, Type I—minimizing variations in performance caused by variations in noise factors (uncontrollable parameters). Type II—minimizing variations in performance caused by variations in control factors (design variables). In this paper, we introduce a variation to the existing approaches to solve both types of problems. This variation embodies the integration of the Response Surface Methodology (RSM) with the compromise Decision Support Problem (DSP). Our approach is especially useful for design problems where there are no closed-form solutions and system performance is computationally expensive to evaluate. The design of a solar powered irrigation system is used as an example.
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December 1996
Research Papers
A Procedure for Robust Design: Minimizing Variations Caused by Noise Factors and Control Factors
Wei Chen,
Wei Chen
Department of Mechanical Engineering, Clemson University, Clemson, SC
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J. K. Allen,
J. K. Allen
George W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, Georgia
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Kwok-Leung Tsui,
Kwok-Leung Tsui
School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, Georgia
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F. Mistree
F. Mistree
George W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, Georgia
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Wei Chen
Department of Mechanical Engineering, Clemson University, Clemson, SC
J. K. Allen
George W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, Georgia
Kwok-Leung Tsui
School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, Georgia
F. Mistree
George W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, Georgia
J. Mech. Des. Dec 1996, 118(4): 478-485 (8 pages)
Published Online: December 1, 1996
Article history
Received:
October 1, 1995
Revised:
May 1, 1996
Online:
December 11, 2007
Citation
Chen, W., Allen, J. K., Tsui, K., and Mistree, F. (December 1, 1996). "A Procedure for Robust Design: Minimizing Variations Caused by Noise Factors and Control Factors." ASME. J. Mech. Des. December 1996; 118(4): 478–485. https://doi.org/10.1115/1.2826915
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