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논문 상세정보

Abstract

The turn-to-turn short is one major fault of the motor faults of BLDC motors and can appear frequently. When the fault happens, the motor can be operated without breakdown, but it is necessary to maintain the motor for continuous working. In past research, several methods have been applied to detect winding faults. The representative approaches have been focusing on current signals, which can give important information to extract features and to detect faults. In this study, current sensors were installed to measure signals for fault detection of BLDC motors. In this study, the Park's vector method was used to extract the features and to isolate the faults from the current measured by sensors. Because this method can consider the three-phase current values, it is useful to detect features from one-phase and three-phase faults. After extracting two-dimensional features, the final feature was generated by using the two-dimensional values using the distance equation. The values were used in fuzzy similarity to isolate the faults. Fuzzy similarity is an available tool to diagnose the fault without model generation and the fault was converted to the percentage value that can be considered as possibility of the fault.

참고문헌 (11)

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  8. Q. Guo, X. Li, H. Yu, W. Hu, and J. Hu, "Broken Rotor Bars Fault Detection in Induction Motors Using Park's Vector Modulus and FWNN Approach," Lecture Notes In Computer Science, vol. 5264, pp. 809-821, 2008 
  9. A. J. Marques Cardoso, S. M. A. Cruz, J. F. S. Carvalho, and E. S. Saraiva, "Rotor Cage Fault Diagnosis in Three-phase Induction Motors, by Park's Vector Approach," Conference Record of the 1995 IEEE Thirtieth IAS Annual Meeting (IAS '95), vol. 1, pp. 642-646, 8-12 Oct. 1995 
  10. G. B. Kliman and J. Stein, "Induction Motor Fault Detection via Passive Current Monitoring," International Conference in Electrical Machines, Cambridge, MA, pp. 13-17, August 1990 
  11. A. J. Marques Cardoso and A. M. S. Mendes, "Semi-converter Fault Diagnosis in DC Motor Drives by Park's Vector Approach," 6th International Conference on Power lectronics and Variable Speed Drives (CP429), pp. 93-98, Nottingham, UK, 23-25 Sep. 1996 

이 논문을 인용한 문헌 (2)

  1. Lee, Jae-Hyun 2010. "Comparison of Fault Detection Methods for the BLDC Motor Using the Current Sensor" 한국마린엔지니어링학회지 = Journal of the Korean Society of Marine Engineering, 34(8): 1115~1127 
  2. 2012. "" International journal of fuzzy logic and intelligent systems : IJFIS, 12(4): 263~269 

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