Title :
An improved robust design model based on hybrid response surface optimization strategy
Author :
Xu, Huanwei ; Huang, Hong-Zhong ; He, Liping ; Wan, Hu ; Wang, Zhonglai
Author_Institution :
Sch. of Mechatron. Eng., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
Abstract :
The relationships between quality characteristics and uncertain factors are unknown or complicated in most practical engineering optimal problems. To solve this problem a robust optimal model based on hybrid response face was proposed. The relationships between quality characteristics and uncertain factors were investigated; the hybrid response surface optimization strategy was set up to balance the relationship between compute precision and cost; the linear physical programming was used to compromise the values of quality characteristics and quality variations. An engineering example was analyzed and the results show that the proposed approach is feasible.
Keywords :
linear programming; product design; quality control; response surface methodology; linear physical programming; optimization strategy; quality characteristics; quality variations; response surface methodology; robust design; Accuracy; Computational efficiency; Cost function; Design engineering; Design optimization; Neural networks; Polynomials; Response surface methodology; Robustness; Surface fitting; artificial neural network; linear physical programming; polynomial response surface; quality characteristics; robust design;
Conference_Titel :
Reliability, Maintainability and Safety, 2009. ICRMS 2009. 8th International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-4903-3
Electronic_ISBN :
978-1-4244-4905-7
DOI :
10.1109/ICRMS.2009.5269993