Temporal and Spatial Reliability and Global Sensitivity Analysis with Envelope Functions

Yan Shi, Zhenzhou Lu, Yicheng Zhou

Research output: Contribution to journalArticlepeer-review

6 Scopus citations

Abstract

In this paper, we employ the envelope functions in temporal and spatial reliability problems, by approximating the failure domain of the temporal and spatial multi-parameter reliability through the envelope hyper-planes, the temporal and spatial reliability can be converted into time-independent ones, thus the computational cost can be greatly reduced under guaranteeing the calculation precision. Combining the envelope hyper-plane with three-point estimation, the global sensitivity of the reliability with respect to the input variables can be analyzed efficiently.

Original languageEnglish
Pages (from-to)591-598
Number of pages8
JournalXibei Gongye Daxue Xuebao/Journal of Northwestern Polytechnical University
Volume35
Issue number4
StatePublished - 1 Aug 2017

Keywords

  • Computational efficiency
  • Cost reduction
  • Dynamic global reliability sensitivity
  • Dynamic reliability
  • Envelope function
  • Multiple-output
  • Three-point estimation

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