Survival signature-based sensitivity analysis of systems with epistemic uncertainties

Publikation: Beitrag in Buch/Bericht/Sammelwerk/KonferenzbandAufsatz in KonferenzbandForschungPeer-Review

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  • The University of Liverpool
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OriginalspracheEnglisch
Titel des SammelwerksSafety and Reliability of Complex Engineered Systems
UntertitelProceedings of the 25th European Safety and Reliability Conference, ESREL 2015
Herausgeber/-innenLuca Podofillini, Bruno Sudret, Božidar Stojadinović, Enrico Zio, Wolfgang Kröger
ErscheinungsortBoca Raton
Seiten1547-1552
Seitenumfang6
PublikationsstatusVeröffentlicht - 2015
Extern publiziertJa
Veranstaltung25th European Safety and Reliability Conference, ESREL 2015 - Zurich, Swasiland
Dauer: 7 Sept. 201510 Sept. 2015

Abstract

The survival signature provides a basis for efficient reliability assessment of systems with more than one component type. Often a perfect probabilistic modelling of the system is not possible due to limited information, vagueness and imprecision. Hence generalized probabilistic methods need to be used. These methods allow to explicitly model the uncertainties without the need of unjustified hypotheses and approximation. In this paper, a novel and efficient sensitivity approach is presented. The proposed approach is based on survival signature, allowing to identify and rank components in a system. A numerical example is used to illustrate the above methods.

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Survival signature-based sensitivity analysis of systems with epistemic uncertainties. / Feng, G.; Patelli, E.; Beer, M.
Safety and Reliability of Complex Engineered Systems: Proceedings of the 25th European Safety and Reliability Conference, ESREL 2015. Hrsg. / Luca Podofillini; Bruno Sudret; Božidar Stojadinović; Enrico Zio; Wolfgang Kröger. Boca Raton, 2015. S. 1547-1552.

Publikation: Beitrag in Buch/Bericht/Sammelwerk/KonferenzbandAufsatz in KonferenzbandForschungPeer-Review

Feng, G, Patelli, E & Beer, M 2015, Survival signature-based sensitivity analysis of systems with epistemic uncertainties. in L Podofillini, B Sudret, B Stojadinović, E Zio & W Kröger (Hrsg.), Safety and Reliability of Complex Engineered Systems: Proceedings of the 25th European Safety and Reliability Conference, ESREL 2015. Boca Raton, S. 1547-1552, 25th European Safety and Reliability Conference, ESREL 2015, Zurich, Swasiland, 7 Sept. 2015. <https://strathprints.strath.ac.uk/72066/>
Feng, G., Patelli, E., & Beer, M. (2015). Survival signature-based sensitivity analysis of systems with epistemic uncertainties. In L. Podofillini, B. Sudret, B. Stojadinović, E. Zio, & W. Kröger (Hrsg.), Safety and Reliability of Complex Engineered Systems: Proceedings of the 25th European Safety and Reliability Conference, ESREL 2015 (S. 1547-1552). https://strathprints.strath.ac.uk/72066/
Feng G, Patelli E, Beer M. Survival signature-based sensitivity analysis of systems with epistemic uncertainties. in Podofillini L, Sudret B, Stojadinović B, Zio E, Kröger W, Hrsg., Safety and Reliability of Complex Engineered Systems: Proceedings of the 25th European Safety and Reliability Conference, ESREL 2015. Boca Raton. 2015. S. 1547-1552
Feng, G. ; Patelli, E. ; Beer, M. / Survival signature-based sensitivity analysis of systems with epistemic uncertainties. Safety and Reliability of Complex Engineered Systems: Proceedings of the 25th European Safety and Reliability Conference, ESREL 2015. Hrsg. / Luca Podofillini ; Bruno Sudret ; Božidar Stojadinović ; Enrico Zio ; Wolfgang Kröger. Boca Raton, 2015. S. 1547-1552
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