A single-loop deterministic method for reliability-based design optimization

作者：Li Fan; Wu Teresa^*; Badiru Adedeji; Hu Mengqi; Soni Som

来源：Engineering Optimization, 2013, 45(4): 435-458.

DOI：10.1080/0305215X.2012.685071

• reliability-based design optimization (RBDO)
• most probable point (MPP)
• first order reliability method (FORM)
• probabilistic optimization
• uncertainty

Reliability-based design optimization (RBDO) is a technique used for engineering design when uncertainty is being considered. A typical RBDO problem can be formulated as a stochastic optimization model where the performance of a system is optimized and the reliability requirements are treated as constraints. One major challenge of RBDO research has been the prohibitive computational expenses. In this research, a new approximation approach, termed the single-loop deterministic method for RBDO (SLDM_RBDO), is proposed to reduce the computational effort of RBDO without sacrificing much accuracy. Based on the first order reliability method, the SLDM_RBDO method converts the probabilistic constraints to approximate deterministic constraints so that the RBDO problems can be transformed to deterministic optimization problems in one step. Three comparison experiments are conducted to show the performance of the SLDM_RBDO. In addition, a reliable forearm crutch design is studied to demonstrate the applicability of SLDM_RBDO to a real industry case.

• 出版日期2013-4-1