This work proposes a novel concept of failure surface frontier (FSF), which is a hyper-surface consisting of the set of the non-dominated failure points on the limit states of a given failure region. FSF better represents the limit state functions for reliability assessment than conventional linear or quadratic approximations on the most probable point (MPP). Assumptions, definitions, and benefits of FSF are discussed first in detail. Then, a discriminative sampling based algorithm was proposed to identify FSF, from which reliability is assessed. Test results on well known problems show that reliability can be accurately estimated with high efficiency. The algorithm is also effective for problems of multiple failure regions, multiple most probable points (MPP), or failure regions of extremely small probability.
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ASME 2005 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference
September 24–28, 2005
Long Beach, California, USA
Conference Sponsors:
- Design Engineering Division and Computers and Information in Engineering Division
ISBN:
0-7918-4739-X
PROCEEDINGS PAPER
Reliability Assessment Based on the Concept of Failure Surface Frontier Available to Purchase
Songqing Shan,
Songqing Shan
University of Manitoba, Winnipeg, MB, Canada
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G. Gary Wang
G. Gary Wang
University of Manitoba, Winnipeg, MB, Canada
Search for other works by this author on:
Songqing Shan
University of Manitoba, Winnipeg, MB, Canada
G. Gary Wang
University of Manitoba, Winnipeg, MB, Canada
Paper No:
DETC2005-84495, pp. 1123-1132; 10 pages
Published Online:
June 11, 2008
Citation
Shan, S, & Wang, GG. "Reliability Assessment Based on the Concept of Failure Surface Frontier." Proceedings of the ASME 2005 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. Volume 2: 31st Design Automation Conference, Parts A and B. Long Beach, California, USA. September 24–28, 2005. pp. 1123-1132. ASME. https://doi.org/10.1115/DETC2005-84495
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