Title :
First-Order Second-Moment based multidisciplinary design optimization
Author :
De-Biao Meng ; Xu, Huanwei ; Zhang, Xudong ; Zheng, Bin ; Huang, Hong-Zhong
Author_Institution :
Sch. of Mechatron. Eng., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
Abstract :
Uncertainties in multidisciplinary design optimization (MDO) have a significant influence on the whole design process of the engineering system. If uncertainty in the engineering system is not considered, optimization results may be unreliable. On the basis of the existing methods for uncertainty analysis, a new method for MDO under uncertainty, i.e. First-Order Second-Moment based collaborative optimization (FOSM-CO), is proposed, and its particular computational process is described in detail. The FOSM-CO is an optimization approach that utilizes reliability index to evaluate the probability that the random variables are in the safe region and instead of the original constraints with the probability. The computation results of the example indicate that FOSM-CO is an effective reliability design method for MDO under uncertainty.
Keywords :
design engineering; optimisation; reliability; FOSM-CO; MDO; computational process; engineering system; first-order second-moment based multidisciplinary design optimization; optimization approach; reliability design method; reliability index; Collaboration; Design optimization; Reliability engineering; Shafts; Uncertainty; First-order Second-moment; collaborative optimization; multidisciplinary design optimization; reliability design method; uncertainty;
Conference_Titel :
Quality, Reliability, Risk, Maintenance, and Safety Engineering (ICQR2MSE), 2011 International Conference on
Conference_Location :
Xi´an
Print_ISBN :
978-1-4577-1229-6
DOI :
10.1109/ICQR2MSE.2011.5976754