Reliability-based design optimization under stationary stochastic process loads. Issue 8 (2nd August 2016)

• Record Type: Journal Article
• Authors: Hu, Zhen; Du, Xiaoping
• Is Part Of: Engineering optimization. Volume 48:Issue 8(2016)
• Page Start: 1296
• Page End: 1312
• Publication Date: 2016-08-02
• Subjects: time-dependent reliability -- optimization -- stochastic process; Engineering design -- Periodicals; Mathematical optimization -- Periodicals; 620.0042
• DOI: 10.1080/0305215X.2015.1100956
• Languages: English
• ISSNs: 0305-215X

Abstract

Abstract : Time-dependent reliability-based design ensures the satisfaction of reliability requirements for a given period of time, but with a high computational cost. This work improves the computational efficiency by extending the sequential optimization and reliability analysis (SORA) method to time-dependent problems with both stationary stochastic process loads and random variables. The challenge of the extension is the identification of the most probable point (MPP) associated with time-dependent reliability targets. Since a direct relationship between the MPP and reliability target does not exist, this work defines the concept of equivalent MPP, which is identified by the extreme value analysis and the inverse saddlepoint approximation. With the equivalent MPP, the time-dependent reliability-based design optimization is decomposed into two decoupled loops: deterministic design optimization and reliability analysis, and both are performed sequentially. Two numerical examples are used to show the efficiency of the proposed method.