Two-step translation method for time-dependent reliability of structures subject to both continuous deterioration and sudden events
•Time-dependent reliability analysis approach under various scenarios is developed.•Component- and system-level reliability are analyzed by the proposed approach.•Continuous and sudden deterioration scenarios are combined in a unified manner.•Probability density function-informed method is proposed...
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Published in | Engineering structures Vol. 225; p. 111291 |
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Main Authors | , , |
Format | Journal Article |
Language | English |
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15.12.2020
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Abstract | •Time-dependent reliability analysis approach under various scenarios is developed.•Component- and system-level reliability are analyzed by the proposed approach.•Continuous and sudden deterioration scenarios are combined in a unified manner.•Probability density function-informed method is proposed to compute reliability.•Feasibility and efficiency of the proposed method are verified using examples.
Civil infrastructure can be subjected to different deterioration scenarios (e.g., continuous deterioration and sudden events) during its service life. Time-dependent reliability analysis of a deteriorating system is of vital importance in the structural design, assessment, and management process. In this paper, a general and novel probability density function-informed framework for time-dependent reliability analysis is developed, considering different deterioration processes and system-level performance. Both continuous deterioration and sudden events are considered within the proposed framework. For the scenario with random sudden drops and/or significant differences in deterioration rates, a novel two-step translation method is proposed to assess the probability density of the performance function within the service life of a structure. In this method, translation operation is conducted twice; the first time to build a virtual and differentiable performance function, and the second, to solve the actual probability density function based on the results from the first step. Then, three illustrative examples are assessed: a simple deteriorating case, a component-level case, and a system-level case. The relevant results demonstrate the feasibility and efficiency of the proposed method. |
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AbstractList | Civil infrastructure can be subjected to different deterioration scenarios (e.g., continuous deterioration and sudden events) during its service life. Time-dependent reliability analysis of a deteriorating system is of vital importance in the structural design, assessment, and management process. In this paper, a general and novel probability density function-informed framework for time-dependent reliability analysis is developed, considering different deterioration processes and system-level performance. Both continuous deterioration and sudden events are considered within the proposed framework. For the scenario with random sudden drops and/or significant differences in deterioration rates, a novel two-step translation method is proposed to assess the probability density of the performance function within the service life of a structure. In this method, translation operation is conducted twice; the first time to build a virtual and differentiable performance function, and the second, to solve the actual probability density function based on the results from the first step. Then, three illustrative examples are assessed: a simple deteriorating case, a component-level case, and a system-level case. The relevant results demonstrate the feasibility and efficiency of the proposed method. •Time-dependent reliability analysis approach under various scenarios is developed.•Component- and system-level reliability are analyzed by the proposed approach.•Continuous and sudden deterioration scenarios are combined in a unified manner.•Probability density function-informed method is proposed to compute reliability.•Feasibility and efficiency of the proposed method are verified using examples. Civil infrastructure can be subjected to different deterioration scenarios (e.g., continuous deterioration and sudden events) during its service life. Time-dependent reliability analysis of a deteriorating system is of vital importance in the structural design, assessment, and management process. In this paper, a general and novel probability density function-informed framework for time-dependent reliability analysis is developed, considering different deterioration processes and system-level performance. Both continuous deterioration and sudden events are considered within the proposed framework. For the scenario with random sudden drops and/or significant differences in deterioration rates, a novel two-step translation method is proposed to assess the probability density of the performance function within the service life of a structure. In this method, translation operation is conducted twice; the first time to build a virtual and differentiable performance function, and the second, to solve the actual probability density function based on the results from the first step. Then, three illustrative examples are assessed: a simple deteriorating case, a component-level case, and a system-level case. The relevant results demonstrate the feasibility and efficiency of the proposed method. |
ArticleNumber | 111291 |
Author | Guo, Hong-Yuan Gu, Xiang-Lin Dong, You |
Author_xml | – sequence: 1 givenname: Hong-Yuan surname: Guo fullname: Guo, Hong-Yuan organization: Key Laboratory of Performance Evolution and Control for Engineering Structures of Ministry of Education, Tongji University, 1239 Siping Rd., Shanghai 200092, China – sequence: 2 givenname: You surname: Dong fullname: Dong, You organization: Department of Civil and Environmental Engineering, Hong Kong Polytechnic University, 999077, Hong Kong, China – sequence: 3 givenname: Xiang-Lin surname: Gu fullname: Gu, Xiang-Lin email: gxl@tongji.edu.cn organization: Key Laboratory of Performance Evolution and Control for Engineering Structures of Ministry of Education, Tongji University, 1239 Siping Rd., Shanghai 200092, China |
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Keywords | Deteriorating modelling Sudden event Continuous deterioration Probability density function-informed method (PDFM) Time-dependent reliability |
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Snippet | •Time-dependent reliability analysis approach under various scenarios is developed.•Component- and system-level reliability are analyzed by the proposed... Civil infrastructure can be subjected to different deterioration scenarios (e.g., continuous deterioration and sudden events) during its service life.... |
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SubjectTerms | Continuous deterioration Deteriorating modelling Deterioration Probability density function-informed method (PDFM) Probability density functions Reliability analysis Reliability engineering Service life Structural design Structural engineering Structural reliability Sudden event Time dependence Time-dependent reliability Translation |
Title | Two-step translation method for time-dependent reliability of structures subject to both continuous deterioration and sudden events |
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