지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 한국지능시스템학회 INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS Vol.18 No.1
- 발행연도
- 2018.3
- 수록면
- 20 - 28 (9page)
- DOI
- 10.5391/IJFIS.2018.18.1.20
이용수
초록· 키워드
오류제보하기
This paper proposes an efficient and integrated fault detection and identification system for power converters and permanent magnet synchronous motor in electric vehicles. Switching faults of power converters (single, double and triple switching faults), electrical and mechanical faults of the permanent magnet synchronous motor (bearing fault, stator electrical faults) are considered. Fault detection is done using Clarke transformed (α-β) three-phase current analysis. Features are extracted from the current signals and artificial neural network (ANN) is used for the fault identification. Using motor current signature analysis and by selecting simple and suitable features, the system can detect and distinguish between overall faults of power converters and permanent magnet synchronous motor in an electric vehicle; it requires no complex calculations. The proposed system is designed in MATLAB/Simulink. The system is tested under different fault scenarios and performance is evaluated. The simulation results have proved that the proposed system can detect and identify overall faults of power converters and permanent magnet synchronous motor easily and effectively with no need for complex calculations and techniques.
목차
Abstract
1. Introduction
2. Structure of Fault Detection and Identification System
3. Simulation Studies
4. Conclusion
References
참고문헌 (18)
참고문헌 신청
[학술지(정기간행물)] - K. D. Hoang / 2015 / Modified switching-table strategy for reduction of current harmonics in direct torque controlled dual-three-phase permanent magnet synchronous machine drives / IET Electric Power Applications 9 (1) : 10 ~ 19
[학술대회논문] - R. Islam / 2012 / Inter winding short circuit faults in permanent magnet synchronous motors used for high performance applications / Proceedings of the 4th Annual IEEE Energy Conversion Congress and Exposition : 1291 ~ 1298
[학술대회논문] - G. Vinson / 2012 / Permanent magnets synchronous machines faults detection and identification / Proceedings of the 38th Annual Conference on IEEE Industrial Electronics Society : 3925 ~ 3930
[학술대회논문] - K. R. Weeber / 2010 / Advanced permanent magnet machines for a wide range of industrial applications / Proceedings of IEEE Power and Energy Society General Meeting : 1 ~ 6
[학술지(정기간행물)] - S. M. A. Cruz / 2005 / Multiple reference frames theory: a new method for the diagnosis of stator faults in three-phase induction motors / IEEE Transactions on Energy Conversion 20 (3) : 611 ~ 619
[학술대회논문] - R. Islam / 2012 / Inter winding short circuit faults in permanent magnet synchronous motors used for high performance applications / Proceedings of the 4th Annual IEEE Energy Conversion Congress and Exposition : 1291 ~ 1298
[학술대회논문] - G. Vinson / 2012 / Permanent magnets synchronous machines faults detection and identification / Proceedings of the 38th Annual Conference on IEEE Industrial Electronics Society : 3925 ~ 3930
[학술대회논문] - K. R. Weeber / 2010 / Advanced permanent magnet machines for a wide range of industrial applications / Proceedings of IEEE Power and Energy Society General Meeting : 1 ~ 6
[학술지(정기간행물)] - S. M. A. Cruz / 2005 / Multiple reference frames theory: a new method for the diagnosis of stator faults in three-phase induction motors / IEEE Transactions on Energy Conversion 20 (3) : 611 ~ 619
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UCI(KEPA) : I410-ECN-0101-2018-003-001906807