Authors
Zhimin Xi, Hao Pan, Ren-Jye Yang
Publication date
2015/8/2
Conference
International Design Engineering Technical Conferences and Computers and Information in Engineering Conference
Volume
57083
Pages
V02BT03A056
Publisher
American Society of Mechanical Engineers
Description
Reliability analysis based on the simulation model could be wrong if the simulation model were not validated. Various model bias correction approaches have been developed to improve the model credibility by adding the identified model bias to the baseline simulation model. However, little research has been conducted for simulation models with dynamic system responses. This paper presents such a framework for model bias correction of dynamic system responses for reliability analysis by addressing three technical components including: i) a validation metric for dynamic system responses, ii) an effective approach for dynamic model bias calibration and approximation, and iii) reliability analysis considering the dynamic model bias. Two case studies including a thermal problem and a corroded beam problem are employed to demonstrate the proposed approaches for simulation-based reliability analysis.
Total citations
2018201931
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