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Importance sampling-based system reliability analysis of corroding pipelines considering multiple failure modes
•Important sampling method for reliability analysis of corroding pipelines.•Consider multiple active corrosion defects and multiple failure modes.•Excellent accuracy and efficiency demonstrated on diverse numerical examples. The importance sampling (IS) technique is employed to evaluate the time-dep...
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Published in: | Reliability engineering & system safety 2018-01, Vol.169, p.199-208 |
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Main Authors: | , |
Format: | Article |
Language: | English |
Subjects: | |
Citations: | Items that this one cites Items that cite this one |
Online Access: | Get full text |
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Summary: | •Important sampling method for reliability analysis of corroding pipelines.•Consider multiple active corrosion defects and multiple failure modes.•Excellent accuracy and efficiency demonstrated on diverse numerical examples.
The importance sampling (IS) technique is employed to evaluate the time-dependent system reliability of corroding pipeline segments containing multiple active corrosion defects by considering two competing failure modes, small leak and burst. The IS density functions in the standard normal space for incremental probabilities of small leak and burst of the pipe segment over a short time period are established as the weighted averages of the IS density functions for small leak and burst, respectively, at individual corrosion defects. The IS density functions for incremental probabilities of small leak and burst of individual defects are centred at the design points in the corresponding failure domains. Four numerical examples that are representative of the onshore gas transmission pipelines in the US are used to illustrate the application of the proposed methodology. The results demonstrate the excellent accuracy and efficiency of the methodology. |
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ISSN: | 0951-8320 1879-0836 |
DOI: | 10.1016/j.ress.2017.08.023 |