• 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