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dc.contributor.author홍승호-
dc.date.accessioned2021-12-23T04:28:37Z-
dc.date.available2021-12-23T04:28:37Z-
dc.date.issued2021-01-
dc.identifier.citationSENSORS, v. 21, Issue. 2, Article no. 473, 14ppen_US
dc.identifier.issn1424-8220-
dc.identifier.urihttps://www.mdpi.com/1424-8220/21/2/473-
dc.identifier.urihttps://repository.hanyang.ac.kr/handle/20.500.11754/167048-
dc.description.abstractElectromagnetic coils are one of the key components of many systems. Their insulation failure can have severe effects on the systems in which coils are used. This paper focuses on insulation degradation monitoring and remaining useful life (RUL) prediction of electromagnetic coils. First, insulation degradation characteristics are extracted from coil high-frequency electrical parameters. Second, health indicator is defined based on insulation degradation characteristics to indicate the health degree of coil insulation. Finally, an insulation degradation model is constructed, and coil insulation RUL prediction is performed by particle filtering. Thermal accelerated degradation experiments are performed to validate the RUL prediction performance. The proposed method presents opportunities for predictive maintenance of systems that incorporate coils.en_US
dc.language.isoen_USen_US
dc.publisherMDPIen_US
dc.titleParticle Filtering Based Remaining Useful Life Prediction for Electromagnetic Coil Insulationen_US
dc.typeArticleen_US
dc.relation.no2-
dc.relation.volume21-
dc.identifier.doi10.3390/s21020473-
dc.relation.page1-14-
dc.relation.journalSENSORS-
dc.contributor.googleauthorGuo, Haifeng-
dc.contributor.googleauthorXu, Aidong-
dc.contributor.googleauthorWang, Kai-
dc.contributor.googleauthorSun, Yue-
dc.contributor.googleauthorHan, Xiaojia-
dc.contributor.googleauthorYu, Mengmeng-
dc.contributor.googleauthorHong, Seung Ho-
dc.relation.code2021006182-
dc.sector.campusE-
dc.sector.daehakCOLLEGE OF ENGINEERING SCIENCES[E]-
dc.sector.departmentDIVISION OF ELECTRICAL ENGINEERING-
dc.identifier.pidshhong-
Appears in Collections:
COLLEGE OF ENGINEERING SCIENCES[E](공학대학) > ELECTRICAL ENGINEERING(전자공학부) > Articles
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