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Volumn 1, Issue , 2007, Pages 596-600

A simple and efficient method for fault diagnosis using time series data mining

Author keywords

Broken rotor bar faults; Fault detection and diagnosis; Fuzzy c means clustering; Induction motors; Time series data mining

Indexed keywords

BROKEN ROTOR BAR FAULTS; OPERATIONAL EFFICIENCY; ROTOR BARS; STATOR PHASE CURRENTS;

EID: 35048840183     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMDC.2007.382734     Document Type: Conference Paper
Times cited : (15)

References (14)
  • 1
    • 20544455906 scopus 로고    scopus 로고
    • Multiple Signature Processing-Based Fault Detection Schemes for Broken Rotor Bar in Induction Motors
    • June
    • B. Ayhan, M. Y. Chow and M. H. Song, "Multiple Signature Processing-Based Fault Detection Schemes for Broken Rotor Bar in Induction Motors", IEEE Transactions on Energy Conversion, Vol. 20, No. 2, pp. 336-343, June 2005.
    • (2005) IEEE Transactions on Energy Conversion , vol.20 , Issue.2 , pp. 336-343
    • Ayhan, B.1    Chow, M.Y.2    Song, M.H.3
  • 2
    • 0034297416 scopus 로고    scopus 로고
    • A Review of Induction Motors Signature Analysis as a Medium for Faults Detection
    • October
    • M. E. H. Benbouzid, "A Review of Induction Motors Signature Analysis as a Medium for Faults Detection", IEEE Transactions on Industrial Electronics, Vol. 47, No. 5, pp. 984-993, October 2000.
    • (2000) IEEE Transactions on Industrial Electronics , vol.47 , Issue.5 , pp. 984-993
    • Benbouzid, M.E.H.1
  • 3
    • 0035674576 scopus 로고    scopus 로고
    • Pattern Recognition - A Technique for Induction Machines Rotor Broken Bar Detection
    • December
    • M. Haji and H. A. Toliyat, "Pattern Recognition - A Technique for Induction Machines Rotor Broken Bar Detection", IEEE Transaction Energy on Conversions, vol. 16, no. 4, pp. 312-317, December 2001.
    • (2001) IEEE Transaction Energy on Conversions , vol.16 , Issue.4 , pp. 312-317
    • Haji, M.1    Toliyat, H.A.2
  • 4
    • 20544475683 scopus 로고    scopus 로고
    • Effects of Load Magnitude on Diagnosing Broken Rotor Bar Faults in Induction Motors Using the Pendulous Oscillation of the Rotor Magnetic Field Orientation
    • May- June
    • B. Mirafzal and N.A.O. Demerdash, "Effects of Load Magnitude on Diagnosing Broken Rotor Bar Faults in Induction Motors Using the Pendulous Oscillation of the Rotor Magnetic Field Orientation", IEEE Transactions on Industry Applications, Vol. 41, pp. 771-783, May- June 2005.
    • (2005) IEEE Transactions on Industry Applications , vol.41 , pp. 771-783
    • Mirafzal, B.1    Demerdash, N.A.O.2
  • 6
    • 0141755267 scopus 로고    scopus 로고
    • Diagnostics of Eccentricities and Bar/End-Ring Connector Breakages in Polyphase Induction Motors Through a Combination of Time-Series Data Mining and Time-Stepping Coupled FE-State-Space Techniques
    • July/August
    • J. F. Bangura, R. J. Povinelli, N. A. O. Demerdash and R. H. Brown, "Diagnostics of Eccentricities and Bar/End-Ring Connector Breakages in Polyphase Induction Motors Through a Combination of Time-Series Data Mining and Time-Stepping Coupled FE-State-Space Techniques", IEEE Transactions on Industry Applications, Vol. 39, No. 4, pp. 1005-1013, July/August 2003.
    • (2003) IEEE Transactions on Industry Applications , vol.39 , Issue.4 , pp. 1005-1013
    • Bangura, J.F.1    Povinelli, R.J.2    Demerdash, N.A.O.3    Brown, R.H.4
  • 7
    • 0344443880 scopus 로고    scopus 로고
    • Induction Motor Stator Faults Diagnosis by Current Concordia Pattern-Based Fuzzy Decision System
    • December
    • F. Zidani, M. E. H. Benbouzid, D. Diallo and M. S. N. Said, "Induction Motor Stator Faults Diagnosis by Current Concordia Pattern-Based Fuzzy Decision System", IEEE Transactions on Energy Conversion, Vol. 18, No. 4, pp. 469-475, December 2003.
    • (2003) IEEE Transactions on Energy Conversion , vol.18 , Issue.4 , pp. 469-475
    • Zidani, F.1    Benbouzid, M.E.H.2    Diallo, D.3    Said, M.S.N.4
  • 8
    • 0033727082 scopus 로고    scopus 로고
    • Monitoring and Diagnosis of Induction Motors Electrical Faults Using a Current Park's Vector Pattern Learning Approach
    • May-June
    • H. Nejjari, M.E.H. Benbouzid, "Monitoring and Diagnosis of Induction Motors Electrical Faults Using a Current Park's Vector Pattern Learning Approach", IEEE Transactions on Industry Applications, Vol. 36, No. 3, pp. 730-735, May-June 2000.
    • (2000) IEEE Transactions on Industry Applications , vol.36 , Issue.3 , pp. 730-735
    • Nejjari, H.1    Benbouzid, M.E.H.2
  • 10
    • 35048824762 scopus 로고    scopus 로고
    • Induction Motor Fault Diagnostic and Monitoring Methods
    • M.S. Thesis, Marquette University, Milwaukee, WI
    • Aderiano M. da Silva, "Induction Motor Fault Diagnostic and Monitoring Methods", M.S. Thesis, Marquette University, Milwaukee, WI, 2006.
    • (2006)
    • Aderiano, M.1    da Silva2
  • 12
    • 19944394845 scopus 로고    scopus 로고
    • A Fuzzy-Set-Based Reconstructed Phase Space Method for Identification of Temporal Patterns in Complex Time Series
    • May
    • X. Feng, H. Huang, "A Fuzzy-Set-Based Reconstructed Phase Space Method for Identification of Temporal Patterns in Complex Time Series", IEEE Transactions on Knowledge and Data Engineering, Vol. 17, No. 5, pp. 601-613, May 2005.
    • (2005) IEEE Transactions on Knowledge and Data Engineering , vol.17 , Issue.5 , pp. 601-613
    • Feng, X.1    Huang, H.2
  • 14
    • 10944248528 scopus 로고    scopus 로고
    • Sensitive and Reliable Detection of Broken Rotor Bar Fault in Induction Motors
    • October
    • X. Boqiang, L. Heming, S. Liling, "Sensitive and Reliable Detection of Broken Rotor Bar Fault in Induction Motors, Industry Applications Conference, Vol. 2, pp. 714-719, October 2004.
    • (2004) Industry Applications Conference , vol.2 , pp. 714-719
    • Boqiang, X.1    Heming, L.2    Liling, S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.