Insulation resistance degradation models of extruded power cables under thermal ageing
Ge, Xufei and Fan, Fulin and Given, Martin J. and Stewart, Brian G. (2024) Insulation resistance degradation models of extruded power cables under thermal ageing. Energies, 17 (5). 1062. ISSN 1996-1073 (https://doi.org/10.3390/en17051062)
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Abstract
Insulation resistance (IR) is an essential metric indicating insulation conditions of extruded power cables. To deliver reliable IR simulation as a reference for practical cable inspection, in this paper, four IR degradation models for cross-linked polyethylene-insulated cables under thermal ageing are presented. In addition, the influences of methodologies and temperature profiles on IR simulation are evaluated. Cable cylindrical insulation is first divided into sufficiently small segments whose temperatures are simulated by jointly using a finite volume method and an artificial neural network to model the thermal ageing experiment conditions. The thermal degradation of IR is then simulated by dichotomy models that randomly sample fully degraded segments based on an overall insulation (layer) ageing condition estimation and discretization models that estimate the gradual degradation of individual segments, respectively. Furthermore, uniform and non-uniform temperature profiles are incorporated into dichotomy and discretization models, respectively, for a comparison. The IR simulation results are not only compared between different models, but also discussed around the sensitivity of IR simulation to segment sizes and degradation rates. This provides cable assessment engineers with insights into model behaviour as a reference for their selection of appropriate IR degradation models.
ORCID iDs
Ge, Xufei, Fan, Fulin ORCID: https://orcid.org/0000-0003-2450-6877, Given, Martin J. ORCID: https://orcid.org/0000-0002-6354-2486 and Stewart, Brian G.;-
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Item type: Article ID code: 88228 Dates: DateEvent23 February 2024Published17 February 2024Accepted23 December 2023SubmittedSubjects: Technology > Electrical engineering. Electronics Nuclear engineering > Production of electric energy or power Department: Faculty of Engineering > Electronic and Electrical Engineering Depositing user: Pure Administrator Date deposited: 19 Feb 2024 16:34 Last modified: 22 Dec 2024 01:35 URI: https://strathprints.strath.ac.uk/id/eprint/88228