Analysis of model-based sensor fault diagnosis with application to a motor-driven power steering system
DC Field | Value | Language |
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dc.contributor.author | Lee, Hyeongcheol | - |
dc.date.accessioned | 2022-07-16T18:49:52Z | - |
dc.date.available | 2022-07-16T18:49:52Z | - |
dc.date.created | 2021-05-12 | - |
dc.date.issued | 2011-10 | - |
dc.identifier.issn | 0954-4070 | - |
dc.identifier.uri | https://scholarworks.bwise.kr/hanyang/handle/2021.sw.hanyang/167448 | - |
dc.description.abstract | This paper presents a theoretical analysis of model-based fault detection and isolation (FDI) and its application to a motor-driven power steering (MDPS) system. In particular, this paper proposes a systematic approach to determining fault detectability and isolability of a linear time-invariant system based on a parity equation. The proposed approach is applied to the MDPS system in order to examine the fault detectability and isolability of the MDPS depending on the number and type of sensors and disturbances. Fault detection and isolation of the phase current sensors and the angular velocity sensor are conducted using a parity equation derived from the mathematical model of the permanent magnet alternating current (PMAC) motor. The fault of the steering torque sensor is detected and isolated by cross-checking with two different torque estimates. An adaptive threshold is proposed to improve the performance and robustness of the proposed FDI method against time-varying model uncertainties. Simulation and vehicle test | - |
dc.language | 영어 | - |
dc.language.iso | en | - |
dc.publisher | SAGE PUBLICATIONS LTD | - |
dc.title | Analysis of model-based sensor fault diagnosis with application to a motor-driven power steering system | - |
dc.type | Article | - |
dc.contributor.affiliatedAuthor | Lee, Hyeongcheol | - |
dc.identifier.doi | 10.1177/0954407011404506 | - |
dc.identifier.scopusid | 2-s2.0-80054812238 | - |
dc.identifier.wosid | 000295285400001 | - |
dc.identifier.bibliographicCitation | PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART D-JOURNAL OF AUTOMOBILE ENGINEERING, v.225, no.10, pp.1317 - 1333 | - |
dc.relation.isPartOf | PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART D-JOURNAL OF AUTOMOBILE ENGINEERING | - |
dc.citation.title | PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART D-JOURNAL OF AUTOMOBILE ENGINEERING | - |
dc.citation.volume | 225 | - |
dc.citation.number | 10 | - |
dc.citation.startPage | 1317 | - |
dc.citation.endPage | 1333 | - |
dc.type.rims | ART | - |
dc.type.docType | Article | - |
dc.description.journalClass | 1 | - |
dc.description.isOpenAccess | N | - |
dc.description.journalRegisteredClass | scie | - |
dc.description.journalRegisteredClass | scopus | - |
dc.relation.journalResearchArea | Engineering | - |
dc.relation.journalResearchArea | Transportation | - |
dc.relation.journalWebOfScienceCategory | Engineering, Mechanical | - |
dc.relation.journalWebOfScienceCategory | Transportation Science & Technology | - |
dc.subject.keywordPlus | AC motors | - |
dc.subject.keywordPlus | Automobile steering equipment | - |
dc.subject.keywordPlus | Electric fault currents | - |
dc.subject.keywordPlus | Electric impedance measurement | - |
dc.subject.keywordPlus | Failure analysis | - |
dc.subject.keywordPlus | Invariance | - |
dc.subject.keywordPlus | Linear systems | - |
dc.subject.keywordPlus | Permanent magnets | - |
dc.subject.keywordPlus | Time varying control systems | - |
dc.subject.keywordPlus | Uncertainty analysis | - |
dc.subject.keywordPlus | Fault detection and isolation | - |
dc.subject.keywordPlus | Linear time invariant systems | - |
dc.subject.keywordPlus | Model-based fault detection | - |
dc.subject.keywordPlus | Motor driven power steering | - |
dc.subject.keywordPlus | Motor driven power steering (MDPS) | - |
dc.subject.keywordPlus | Permanent magnet alternating currents | - |
dc.subject.keywordPlus | Sensor fault | - |
dc.subject.keywordPlus | Sensor fault diagnosis | - |
dc.subject.keywordPlus | Fault detection | - |
dc.subject.keywordAuthor | motor-driven power steering (MDPS) | - |
dc.subject.keywordAuthor | fault diagnosis | - |
dc.subject.keywordAuthor | fault detection and isolation (FDI) | - |
dc.subject.keywordAuthor | permanent magnet alternating current (PMAC) motor | - |
dc.subject.keywordAuthor | sensor fault | - |
dc.identifier.url | https://journals.sagepub.com/doi/10.1177/0954407011404506 | - |
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