Degradation Monitoring of Insulation Systems Used in Low-Voltage Electromagnetic Coils under Thermal Loading Conditions from a Creep Point of View

Electromagnetic coils are a key component in a variety of systems and are widely used in many industries. Because their insulation usually fails suddenly and can have catastrophic effects, degradation monitoring of coil insulation systems plays a vital role in avoiding unexpected machine shutdown. T...

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Main Authors: Kai Wang, Haifeng Guo, Aidong Xu, Michael Pecht
Format: Article
Language:English
Published: MDPI AG 2020-07-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/20/13/3696
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spelling doaj-5fbddee30ab943d7952162c5c3ed63862020-11-25T03:29:31ZengMDPI AGSensors1424-82202020-07-01203696369610.3390/s20133696Degradation Monitoring of Insulation Systems Used in Low-Voltage Electromagnetic Coils under Thermal Loading Conditions from a Creep Point of ViewKai Wang0Haifeng Guo1Aidong Xu2Michael Pecht3Key Laboratory of Networked Control Systems, Chinese Academy of Sciences, Shenyang 110016, ChinaKey Laboratory of Networked Control Systems, Chinese Academy of Sciences, Shenyang 110016, ChinaKey Laboratory of Networked Control Systems, Chinese Academy of Sciences, Shenyang 110016, ChinaCenter for Advanced Life Cycle Engineering, University of Maryland, College Park, MD 20742, USAElectromagnetic coils are a key component in a variety of systems and are widely used in many industries. Because their insulation usually fails suddenly and can have catastrophic effects, degradation monitoring of coil insulation systems plays a vital role in avoiding unexpected machine shutdown. The existing insulation degradation monitoring methods are based on assessing the change of coil high-frequency electrical parameter response, whereas the effects of the insulation failure mechanisms are not considered, which leads to inconsistency between experimental results. Therefore, this paper investigates degradation monitoring of coil insulation systems under thermal loading conditions from a creep point of view. Inter-turn insulation creep deformation is identified as a quantitative index to manifest insulation degradation changes at the micro level. A method is developed to map coil high-frequency electrical monitoring parameters to inter-turn insulation creep deformation in order to bridge the gap between the micro-level and macro-level changes during the incipient insulation degradation process. Thermally accelerated tests are performed to validate the developed method. The mapping method helps to determine the physical meaning of coil electrical monitoring parameters and presents opportunities for predictive maintenance of machines that incorporate electromagnetic coils.https://www.mdpi.com/1424-8220/20/13/3696electromagnetic coilinsulation degradation monitoringhigh-frequency electrical parametercreep deformationaccelerated testing
collection DOAJ
language English
format Article
sources DOAJ
author Kai Wang
Haifeng Guo
Aidong Xu
Michael Pecht
spellingShingle Kai Wang
Haifeng Guo
Aidong Xu
Michael Pecht
Degradation Monitoring of Insulation Systems Used in Low-Voltage Electromagnetic Coils under Thermal Loading Conditions from a Creep Point of View
Sensors
electromagnetic coil
insulation degradation monitoring
high-frequency electrical parameter
creep deformation
accelerated testing
author_facet Kai Wang
Haifeng Guo
Aidong Xu
Michael Pecht
author_sort Kai Wang
title Degradation Monitoring of Insulation Systems Used in Low-Voltage Electromagnetic Coils under Thermal Loading Conditions from a Creep Point of View
title_short Degradation Monitoring of Insulation Systems Used in Low-Voltage Electromagnetic Coils under Thermal Loading Conditions from a Creep Point of View
title_full Degradation Monitoring of Insulation Systems Used in Low-Voltage Electromagnetic Coils under Thermal Loading Conditions from a Creep Point of View
title_fullStr Degradation Monitoring of Insulation Systems Used in Low-Voltage Electromagnetic Coils under Thermal Loading Conditions from a Creep Point of View
title_full_unstemmed Degradation Monitoring of Insulation Systems Used in Low-Voltage Electromagnetic Coils under Thermal Loading Conditions from a Creep Point of View
title_sort degradation monitoring of insulation systems used in low-voltage electromagnetic coils under thermal loading conditions from a creep point of view
publisher MDPI AG
series Sensors
issn 1424-8220
publishDate 2020-07-01
description Electromagnetic coils are a key component in a variety of systems and are widely used in many industries. Because their insulation usually fails suddenly and can have catastrophic effects, degradation monitoring of coil insulation systems plays a vital role in avoiding unexpected machine shutdown. The existing insulation degradation monitoring methods are based on assessing the change of coil high-frequency electrical parameter response, whereas the effects of the insulation failure mechanisms are not considered, which leads to inconsistency between experimental results. Therefore, this paper investigates degradation monitoring of coil insulation systems under thermal loading conditions from a creep point of view. Inter-turn insulation creep deformation is identified as a quantitative index to manifest insulation degradation changes at the micro level. A method is developed to map coil high-frequency electrical monitoring parameters to inter-turn insulation creep deformation in order to bridge the gap between the micro-level and macro-level changes during the incipient insulation degradation process. Thermally accelerated tests are performed to validate the developed method. The mapping method helps to determine the physical meaning of coil electrical monitoring parameters and presents opportunities for predictive maintenance of machines that incorporate electromagnetic coils.
topic electromagnetic coil
insulation degradation monitoring
high-frequency electrical parameter
creep deformation
accelerated testing
url https://www.mdpi.com/1424-8220/20/13/3696
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AT aidongxu degradationmonitoringofinsulationsystemsusedinlowvoltageelectromagneticcoilsunderthermalloadingconditionsfromacreeppointofview
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