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Reliability Evaluation of Power Cables Considering the Restoration Characteristic
Halmstad University. (Halmstad Embedded and Intelligent Systems Research (EIS), CAISR - Center for Applied Intelligent Systems Research)ORCID iD: 0000-0002-5863-0748
Halmstad University. (Halmstad Embedded and Intelligent Systems Research (EIS), CAISR - Center for Applied Intelligent Systems Research)
Halmstad University. (Halmstad Embedded and Intelligent Systems Research (EIS), CAISR - Center for Applied Intelligent Systems Research)ORCID iD: 0000-0002-7796-5201
KTH, School of Electrical Engineering (EES), Electromagnetic Engineering. KTH, School of Electrical Engineering and Computer Science (EECS), Electrical Engineering, Electric Power and Energy Systems. (QED Asset Management Group)ORCID iD: 0000-0002-3543-9326
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2019 (English)In: International Journal of Electrical Power & Energy Systems, ISSN 0142-0615, E-ISSN 1879-3517, Vol. 105, p. 622-631Article in journal (Refereed) Published
Abstract [en]

In this paper Weibull parametric proportional hazard model (PHM) is used to estimate the failure rate of every individual cable based on its age and a set of explanatory factors. The required information for the proposed method is obtained by exploiting available historical cable inventory and failure data. This data-driven method does not require any additional measurements on the cables, and allows the cables to be ranked for maintenance prioritization and repair actions.

Furthermore, the results of reliability analysis of power cables are compared when the cables are considered as repairable or non-repairable components. The paper demonstrates that the methods which estimate the time-to-the-first failure (for non-repairable components) lead to incorrect conclusions about reliability of repairable power cables.

The proposed method is used to evaluate the failure rate of each individual Paper Insulated Lead Cover (PILC) underground cables in a distribution grid in the south of Sweden.

Place, publisher, year, edition, pages
London: Elsevier, 2019. Vol. 105, p. 622-631
Keywords [en]
Power cable, historical data, reliability, proportional hazard model, preventive maintenance
National Category
Other Electrical Engineering, Electronic Engineering, Information Engineering
Research subject
Electrical Engineering
Identifiers
URN: urn:nbn:se:kth:diva-238643DOI: 10.1016/j.ijepes.2018.08.047ISI: 000449447200055Scopus ID: 2-s2.0-85053080255OAI: oai:DiVA.org:kth-238643DiVA, id: diva2:1261080
Note

QC 20181109

Available from: 2018-11-06 Created: 2018-11-06 Last updated: 2024-01-17Bibliographically approved

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Jürgensen, Jan HenningHilber, Patrik

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Mashad Nemati, HassanNowaczyk, SławomirJürgensen, Jan HenningHilber, Patrik
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