Development of a sequential robust-tolerance design model for a destructive quality characteristic
Robust design (RD) and tolerance design (TD) have received much mention from researchers and practitioners for more than two decades, and a number of methodologies for modeling and optimizing the RD and TD processes have been studied. However, there is ample room for improvement. Because most existing research considers RD and TD as separate research fields, the primary objective of this paper is to develop a sequential robust-tolerance design method to jointly determine the best factor settings and the closed-form solutions for the optimal specification limits. We then apply the proposed method to a destructive quality characteristic. Finally, a case study and sensitivity analyses are performed for verification purposes, and further studies are discussed. Crown Copyright (C) 2011 Published by Elsevier Ltd. All rights reserved.
tolerance design robust design optimization surrogate variable quality loss function