DocumentCode
3510574
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
fYear
2009
fDate
20-24 July 2009
Firstpage
1045
Lastpage
1048
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;
fLanguage
English
Publisher
ieee
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
Type
conf
DOI
10.1109/ICRMS.2009.5269993
Filename
5269993
Link To Document