Stone, E.J.W. orcid.org/0009-0007-4795-9939, Panagiotou, P.A. orcid.org/0000-0001-5889-4412, Mühlthaler, J. et al. (3 more authors) (2025) Degradation-informed coil insulation modelling by impedance frequency response analysis. IEEE Transactions on Industry Applications (99). pp. 1-12. ISSN: 0093-9994
Abstract
The highly demanding operation of electrical machines in aerospace ultimately leads to the degradation of the electrical insulation system within the machine stator windings over time. This paper presents a novel hybrid methodology for high-frequency modelling of the insulation system in the concentrated stator winding of a 2 MW aerospace generator. A degradation-informed coil model is presented for purposes of characterisation and monitoring of the coil insulation system by the impedance responses using Bode plots in frequency response analysis (FRA), notably electrical impedance spectroscopy. The proposed approach utilises a finite element model which is informed by measurements of dielectric properties on unaged and thermally aged insulation material specimen and deployed in tandem with an electrical equivalent circuit representation. An analytical tool built in Matlab is used to quantify the results taken from finite element modelling and implemented into LTSpice for circuit considerations, so that the model considers mutual coupling effects of inductances and high-frequency effects such as proximity and skin effect. Dielectric properties measurements allow to inform this model to account for degradation effects and how these reflect in the impedance frequency spectrum. This novel methodology allows extraction of the impedance profile with respect to the material changes within the simulated and experimentally measured unaged and degraded insulation system. The theoretical results acquired by the hybrid co-simulations are validated experimentally using thermally aged coil samples.
Metadata
| Item Type: | Article |
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| Authors/Creators: |
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| Copyright, Publisher and Additional Information: | © 2025 The Authors. Except as otherwise noted, this author-accepted version of a journal article published in IEEE Transactions on Industry Applications is made available via the University of Sheffield Research Publications and Copyright Policy under the terms of the Creative Commons Attribution 4.0 International License (CC-BY 4.0), which permits unrestricted use, distribution and reproduction in any medium, provided the original work is properly cited. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ |
| Keywords: | Insulation; Coils; Degradation; Integrated circuit modeling; Impedance; Stator windings; Finite element analysis; Material properties; Stress; Reliability |
| Dates: |
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| Institution: | The University of Sheffield |
| Academic Units: | The University of Sheffield > Faculty of Engineering (Sheffield) > School of Electrical and Electronic Engineering |
| Funding Information: | Funder Grant number INNOVATE UK 51689 |
| Date Deposited: | 22 Jan 2026 08:17 |
| Last Modified: | 22 Jan 2026 08:17 |
| Status: | Published |
| Publisher: | Institute of Electrical and Electronics Engineers (IEEE) |
| Refereed: | Yes |
| Identification Number: | 10.1109/tia.2025.3645167 |
| Open Archives Initiative ID (OAI ID): | oai:eprints.whiterose.ac.uk:236828 |
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Filename: 2025-_TIA_Degradation-Informed-Model -Auth Acc Vers.pdf
Licence: CC-BY 4.0

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