Analysis of Electrical Aging Effects on AC High Frequency Motor Based on Exchange Market Algorithm Model Parameter Identification

The new wide-bandgap power semiconductor devices, such as gallium nitride and silicon carbide, have encouraged the development of power electronic converters with better efficiency, higher switching frequency, and smaller packages. However, such fast power converters are characterized by steep pulse...

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Main Authors: Lara Bruno, Davide D'Amato, Riccardo Leuzzi, Vito G. Monopoli
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10453580/
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author Lara Bruno
Davide D'Amato
Riccardo Leuzzi
Vito G. Monopoli
author_facet Lara Bruno
Davide D'Amato
Riccardo Leuzzi
Vito G. Monopoli
author_sort Lara Bruno
collection DOAJ
description The new wide-bandgap power semiconductor devices, such as gallium nitride and silicon carbide, have encouraged the development of power electronic converters with better efficiency, higher switching frequency, and smaller packages. However, such fast power converters are characterized by steep pulse width modulation voltage waveforms that cause increased electrical stress on the insulation system of the electric machine windings, eventually leading to premature failure. This poses a serious problem for high-speed applications where high system reliability and safety are required. Therefore, this work aims to show the effects of electrical aging on the high-frequency characteristics of electrical machines and then to assess the damage caused to the windings of a motor by such steep PWM waveforms. Finally, using a high-frequency model of the machine windings, it is possible to identify the parameters that are most affected by electrical stresses and thus assess the aging status of the insulation system.
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spelling doaj.art-ad5f999f43df43d79e26f848e70d38ea2024-03-07T00:00:34ZengIEEEIEEE Access2169-35362024-01-0112327533276110.1109/ACCESS.2024.337186110453580Analysis of Electrical Aging Effects on AC High Frequency Motor Based on Exchange Market Algorithm Model Parameter IdentificationLara Bruno0https://orcid.org/0000-0001-8484-2448Davide D'Amato1https://orcid.org/0009-0006-9074-1372Riccardo Leuzzi2https://orcid.org/0000-0002-4008-9981Vito G. Monopoli3https://orcid.org/0000-0002-9965-2433Department of Electrical and Information Engineering, Politecnico di Bari, Bari, ItalyDepartment of Electrical and Information Engineering, Politecnico di Bari, Bari, ItalyDepartment of Electrical and Information Engineering, Politecnico di Bari, Bari, ItalyDepartment of Electrical and Information Engineering, Politecnico di Bari, Bari, ItalyThe new wide-bandgap power semiconductor devices, such as gallium nitride and silicon carbide, have encouraged the development of power electronic converters with better efficiency, higher switching frequency, and smaller packages. However, such fast power converters are characterized by steep pulse width modulation voltage waveforms that cause increased electrical stress on the insulation system of the electric machine windings, eventually leading to premature failure. This poses a serious problem for high-speed applications where high system reliability and safety are required. Therefore, this work aims to show the effects of electrical aging on the high-frequency characteristics of electrical machines and then to assess the damage caused to the windings of a motor by such steep PWM waveforms. Finally, using a high-frequency model of the machine windings, it is possible to identify the parameters that are most affected by electrical stresses and thus assess the aging status of the insulation system.https://ieeexplore.ieee.org/document/10453580/High-speed ac driveshigh-frequency convertersinsulation agingpartial dischargespulse width modulation
spellingShingle Lara Bruno
Davide D'Amato
Riccardo Leuzzi
Vito G. Monopoli
Analysis of Electrical Aging Effects on AC High Frequency Motor Based on Exchange Market Algorithm Model Parameter Identification
IEEE Access
High-speed ac drives
high-frequency converters
insulation aging
partial discharges
pulse width modulation
title Analysis of Electrical Aging Effects on AC High Frequency Motor Based on Exchange Market Algorithm Model Parameter Identification
title_full Analysis of Electrical Aging Effects on AC High Frequency Motor Based on Exchange Market Algorithm Model Parameter Identification
title_fullStr Analysis of Electrical Aging Effects on AC High Frequency Motor Based on Exchange Market Algorithm Model Parameter Identification
title_full_unstemmed Analysis of Electrical Aging Effects on AC High Frequency Motor Based on Exchange Market Algorithm Model Parameter Identification
title_short Analysis of Electrical Aging Effects on AC High Frequency Motor Based on Exchange Market Algorithm Model Parameter Identification
title_sort analysis of electrical aging effects on ac high frequency motor based on exchange market algorithm model parameter identification
topic High-speed ac drives
high-frequency converters
insulation aging
partial discharges
pulse width modulation
url https://ieeexplore.ieee.org/document/10453580/
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AT davidedamato analysisofelectricalagingeffectsonachighfrequencymotorbasedonexchangemarketalgorithmmodelparameteridentification
AT riccardoleuzzi analysisofelectricalagingeffectsonachighfrequencymotorbasedonexchangemarketalgorithmmodelparameteridentification
AT vitogmonopoli analysisofelectricalagingeffectsonachighfrequencymotorbasedonexchangemarketalgorithmmodelparameteridentification