Title :
Robustness and reliability consideration in product design optimization under uncertainty
Author :
Zhuang, Xiaotian ; Pan, Rong ; Wang, Lizhi
Author_Institution :
Dept. of Ind. Eng., Arizona State Univ., Tempe, AZ, USA
Abstract :
Robustness and reliability are two important issues to be considered in product design optimization under uncertainty. Robustness is used to counter manufacturing variation and improve product quality, and reliability is used to maintain structure design feasibility by probabilistic constraints. This paper considers robustness and reliability simultaneously by a multi-objective reliability-based robust design optimization (RBRDO) problem. A Pareto frontier optimization strategy is employed to indicate the trade off tendency between two objectives. To enhance the efficiency of RBRDO, a constraint moving approach is proposed to convert probabilistic constraints into deterministic constraints. An I-beam case study illustrating RBRDO framework and applicability is proposed in the paper, the result is a Pareto frontier to trade off robustness and performance value.
Keywords :
Pareto optimisation; probability; product design; reliability; I-beam; Pareto frontier optimization strategy; deterministic constraint; manufacturing variation; multiobjective reliability-based robust design optimization; probabilistic constraint; product design optimization; product quality; reliability consideration; robustness consideration; Design optimization; Probabilistic logic; Reliability engineering; Robustness; Uncertainty; Robustness; reliability; uncertainty;
Conference_Titel :
Industrial Engineering and Engineering Management (IEEM), 2011 IEEE International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4577-0740-7
Electronic_ISBN :
2157-3611
DOI :
10.1109/IEEM.2011.6118131