The Monte Carlo simulation (MCS) can provide high reliability evaluation accuracy. However, the efficiency of the crude MCS is quite low, in large part because it is computationally expensive to evaluate a very small failure probability. In this paper, a subset simulation-based reliability analysis (SSRA) approach is combined with multidisciplinary design optimization (MDO) to improve the computational efficiency in reliability-based MDO (RBMDO) problems. Furthermore, the sequential optimization and reliability assessment (SORA) approach is utilized to decouple an RBMDO problem into a sequential of deterministic MDO and reliability evaluation problems. The formula of MDO with SSRA within the framework of SORA is proposed to solve a design optimization problem of a hydraulic transmission mechanism.
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Reliability-Based Multidisciplinary Design Optimization Using Subset Simulation Analysis and Its Application in the Hydraulic Transmission Mechanism Design
Debiao Meng,
Debiao Meng
School of Mechatronics Engineering,
e-mail: 201011080105@std.uestc.edu.cn
University of Electronic Science and Technology of China
,Xi Yuan Avenue 2006
,Chengdu, Sichuan 611731
, China
e-mail: 201011080105@std.uestc.edu.cn
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Yan-Feng Li,
Yan-Feng Li
School of Mechatronics Engineering,
e-mail: yanfengli@uestc.edu.cn
University of Electronic Science and Technology of China
,Xi Yuan Avenue 2006
,Chengdu, Sichuan 611731
, China
e-mail: yanfengli@uestc.edu.cn
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Hong-Zhong Huang,
Hong-Zhong Huang
1
School of Mechatronics Engineering,
e-mail: hzhuang@uestc.edu.cn
University of Electronic Science and Technology of China
,Xi Yuan Avenue 2006
,Chengdu, Sichuan 611731
, China
e-mail: hzhuang@uestc.edu.cn
1Corresponding author.
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Zhonglai Wang,
Zhonglai Wang
School of Mechatronics Engineering,
e-mail: wzhonglai@uestc.edu.cn
University of Electronic Science and Technology of China
,Xi Yuan Avenue 2006
,Chengdu, Sichuan 611731
, China
e-mail: wzhonglai@uestc.edu.cn
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Yu Liu
Yu Liu
School of Mechatronics Engineering,
e-mail: lyrhythm@gmail.com
University of Electronic Science and Technology of China
,Xi Yuan Avenue 2006
,Chengdu, Sichuan 611731
, China
e-mail: lyrhythm@gmail.com
Search for other works by this author on:
Debiao Meng
School of Mechatronics Engineering,
e-mail: 201011080105@std.uestc.edu.cn
University of Electronic Science and Technology of China
,Xi Yuan Avenue 2006
,Chengdu, Sichuan 611731
, China
e-mail: 201011080105@std.uestc.edu.cn
Yan-Feng Li
School of Mechatronics Engineering,
e-mail: yanfengli@uestc.edu.cn
University of Electronic Science and Technology of China
,Xi Yuan Avenue 2006
,Chengdu, Sichuan 611731
, China
e-mail: yanfengli@uestc.edu.cn
Hong-Zhong Huang
School of Mechatronics Engineering,
e-mail: hzhuang@uestc.edu.cn
University of Electronic Science and Technology of China
,Xi Yuan Avenue 2006
,Chengdu, Sichuan 611731
, China
e-mail: hzhuang@uestc.edu.cn
Zhonglai Wang
School of Mechatronics Engineering,
e-mail: wzhonglai@uestc.edu.cn
University of Electronic Science and Technology of China
,Xi Yuan Avenue 2006
,Chengdu, Sichuan 611731
, China
e-mail: wzhonglai@uestc.edu.cn
Yu Liu
School of Mechatronics Engineering,
e-mail: lyrhythm@gmail.com
University of Electronic Science and Technology of China
,Xi Yuan Avenue 2006
,Chengdu, Sichuan 611731
, China
e-mail: lyrhythm@gmail.com
1Corresponding author.
Contributed by the Design Automation Committee of ASME for publication in the JOURNAL OF MECHANICAL DESIGN. Manuscript received April 1, 2014; final manuscript received January 31, 2015; published online March 5, 2015. Assoc. Editor: Xiaoping Du.
J. Mech. Des. May 2015, 137(5): 051402 (9 pages)
Published Online: May 1, 2015
Article history
Received:
April 1, 2014
Revision Received:
January 31, 2015
Online:
March 5, 2015
Citation
Meng, D., Li, Y., Huang, H., Wang, Z., and Liu, Y. (May 1, 2015). "Reliability-Based Multidisciplinary Design Optimization Using Subset Simulation Analysis and Its Application in the Hydraulic Transmission Mechanism Design." ASME. J. Mech. Des. May 2015; 137(5): 051402. https://doi.org/10.1115/1.4029756
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