메뉴 건너뛰기




Volumn 53, Issue 2, 2014, Pages 220-229

An approach for automated fault diagnosis based on a fuzzy decision tree and boundary analysis of a reconstructed phase space

Author keywords

Boundary detection; Fault diagnosis; Fuzzy decision trees; Induction motors; Phase space

Indexed keywords

DECISION TREES; FAILURE ANALYSIS; FAULT DETECTION; FAULT TREE ANALYSIS; INDUCTION MOTORS; TREES (MATHEMATICS);

EID: 84897671775     PISSN: 00190578     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.isatra.2013.11.004     Document Type: Article
Times cited : (57)

References (33)
  • 1
    • 46249088445 scopus 로고    scopus 로고
    • Review of condition monitoring of rotating electrical machines
    • PJ Tanver Review of condition monitoring of rotating electrical machines IET Electr Power Appl 2 2008 215 247
    • (2008) IET Electr Power Appl , vol.2 , pp. 215-247
    • Tanver, P.J.1
  • 2
    • 41349094000 scopus 로고    scopus 로고
    • On the use of a lower sampling rate for broken rotor bar detection with DTFT and AR-based spectrum methods
    • B Ayhan, HJ Trussell, MY Chow, and MH Song On the use of a lower sampling rate for broken rotor bar detection with DTFT and AR-based spectrum methods IEEE Trans Ind Electron 55 2008 1421 1434
    • (2008) IEEE Trans Ind Electron , vol.55 , pp. 1421-1434
    • Ayhan, B.1    Trussell, H.J.2    Chow, M.Y.3    Song, M.H.4
  • 4
    • 77958076238 scopus 로고    scopus 로고
    • An artificial immune system approach for fault detection in the stator and rotor circuits of induction machines
    • Z Chilengue, JA Dente, and PJC Branco An artificial immune system approach for fault detection in the stator and rotor circuits of induction machines Electr Power Syst Res 81 2011 158 169
    • (2011) Electr Power Syst Res , vol.81 , pp. 158-169
    • Chilengue, Z.1    Dente, J.A.2    Branco, P.J.C.3
  • 5
    • 77949261515 scopus 로고    scopus 로고
    • Detection of broken rotor bars in induction motors using nonlinear Kalman filters
    • F Karami, J Poshtan, and M Poshtan Detection of broken rotor bars in induction motors using nonlinear Kalman filters ISA Trans 49 2010 189 195
    • (2010) ISA Trans , vol.49 , pp. 189-195
    • Karami, F.1    Poshtan, J.2    Poshtan, M.3
  • 6
    • 68249142790 scopus 로고    scopus 로고
    • Incipient bearing fault detection via motor current noise cancellation using wiener filter
    • W Zhou, B Lu, TG Habetler, and R.G. Harley Incipient bearing fault detection via motor current noise cancellation using wiener filter IEEE Trans Ind Appl 45 2009 1309 1316
    • (2009) IEEE Trans Ind Appl , vol.45 , pp. 1309-1316
    • Zhou, W.1    Lu, B.2    Habetler, T.G.3    Harley, R.G.4
  • 7
    • 80052399458 scopus 로고    scopus 로고
    • A weighted multi-scale morphological gradient filter for rolling element bearing fault detection
    • B Li, P-l Zhang, Z-J Wang, S-S Mi, and D-S Liu A weighted multi-scale morphological gradient filter for rolling element bearing fault detection ISA Trans 50 2011 599 608
    • (2011) ISA Trans , vol.50 , pp. 599-608
    • Li, B.1    Zhang, P.-L.2    Wang, Z.-J.3    Mi, S.-S.4    Liu, D.-S.5
  • 8
    • 84871922411 scopus 로고    scopus 로고
    • Diagnosis of broken-bars fault in induction machines using higher order spectral analysis
    • L Saidi, F Fnaiech, H Henao, G-A Capolino, and G Cirrincione Diagnosis of broken-bars fault in induction machines using higher order spectral analysis ISA Trans 52 2013 140 148
    • (2013) ISA Trans , vol.52 , pp. 140-148
    • Saidi, L.1    Fnaiech, F.2    Henao, H.3    Capolino, G.-A.4    Cirrincione, G.5
  • 9
    • 77956740804 scopus 로고    scopus 로고
    • Detection of motor bearing outer raceway defect by wavelet packet transformed motor current signature analysis
    • ECC Lau, and HW Ngan Detection of motor bearing outer raceway defect by wavelet packet transformed motor current signature analysis IEEE Trans Instrum Meas 59 2010 2683 2690
    • (2010) IEEE Trans Instrum Meas , vol.59 , pp. 2683-2690
    • Lau, E.C.C.1    Ngan, H.W.2
  • 10
    • 78650515192 scopus 로고    scopus 로고
    • Detection of stator winding faults in induction motors using three-phase current monitoring
    • R Sharifi, and M Ebrahimi Detection of stator winding faults in induction motors using three-phase current monitoring ISA Trans 50 2011 14 20
    • (2011) ISA Trans , vol.50 , pp. 14-20
    • Sharifi, R.1    Ebrahimi, M.2
  • 12
    • 67349241660 scopus 로고    scopus 로고
    • Bispectrum of stator phase current for fault detection of induction motor
    • J Treetrong, JK Sinha, F Gub, and A Ball Bispectrum of stator phase current for fault detection of induction motor ISA Trans 48 2009 378 382
    • (2009) ISA Trans , vol.48 , pp. 378-382
    • Treetrong, J.1    Sinha, J.K.2    Gub, F.3    Ball, A.4
  • 13
    • 61649085622 scopus 로고    scopus 로고
    • Improved resolution of the MCSA method via Hilbert transform, enabling the diagnosis of rotor asymmetries at very low slip
    • RP Panadero, MP Sanchez, MR Guasp, JR Folch, EH Perez, and JP Cruz Improved resolution of the MCSA method via Hilbert transform, enabling the diagnosis of rotor asymmetries at very low slip IEEE Trans Energy Convers 24 2009 52 59
    • (2009) IEEE Trans Energy Convers , vol.24 , pp. 52-59
    • Panadero, R.P.1    Sanchez, M.P.2    Guasp, M.R.3    Folch, J.R.4    Perez, E.H.5    Cruz, J.P.6
  • 14
    • 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
    • JF Bangura, RJ Povinelli, NAO Demerdash, and RH 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 Trans Ind Appl 39 2003 1005 1013
    • (2003) IEEE Trans Ind Appl , vol.39 , pp. 1005-1013
    • Bangura, J.F.1    Povinelli, R.J.2    Demerdash, N.A.O.3    Brown, R.H.4
  • 15
    • 41349105525 scopus 로고    scopus 로고
    • Induction machine broken bar and stator short-circuit fault diagnostics based on three phase stator current envelopes
    • AM da Silva, RJ Povinelli, and NAO Demerdash Induction machine broken bar and stator short-circuit fault diagnostics based on three phase stator current envelopes IEEE Trans Ind Electron 55 2008 1310 1318
    • (2008) IEEE Trans Ind Electron , vol.55 , pp. 1310-1318
    • Da Silva, A.M.1    Povinelli, R.J.2    Demerdash, N.A.O.3
  • 16
    • 3042548438 scopus 로고    scopus 로고
    • Time series classification using gaussian mixture models of reconstructed phase spaces
    • RJ Povinelli, MT Johnson, AC Lindgren, and J Ye Time series classification using gaussian mixture models of reconstructed phase spaces IEEE Trans Knowl Data Eng 16 2004 779 783
    • (2004) IEEE Trans Knowl Data Eng , vol.16 , pp. 779-783
    • Povinelli, R.J.1    Johnson, M.T.2    Lindgren, A.C.3    Ye, J.4
  • 17
    • 37249001877 scopus 로고    scopus 로고
    • Detection of stator winding fault in induction motor using fuzzy logic
    • PVJ Rodriguez, and A Arkkio Detection of stator winding fault in induction motor using fuzzy logic Appl Soft Comput 8 2008 1112 1120
    • (2008) Appl Soft Comput , vol.8 , pp. 1112-1120
    • Rodriguez, P.V.J.1    Arkkio, A.2
  • 18
    • 33947284446 scopus 로고    scopus 로고
    • Artificial neural network based fault identification scheme implementation for a three-phase induction motor
    • SR Kolla, and SD Altman Artificial neural network based fault identification scheme implementation for a three-phase induction motor ISA Trans 46 2007 261 266
    • (2007) ISA Trans , vol.46 , pp. 261-266
    • Kolla, S.R.1    Altman, S.D.2
  • 19
    • 77957929022 scopus 로고    scopus 로고
    • A multi-objective artificial immune algorithm for parameter optimization in support vector machine
    • I Aydin, M Karakose, and E Akin A multi-objective artificial immune algorithm for parameter optimization in support vector machine Appl Soft Comput 11 2011 120 129
    • (2011) Appl Soft Comput , vol.11 , pp. 120-129
    • Aydin, I.1    Karakose, M.2    Akin, E.3
  • 20
    • 85027924090 scopus 로고    scopus 로고
    • Support vector machine based decision for mechanical fault condition monitoring in induction motor using an advanced Hilbert-Park transform
    • S BenSalem, K Bacha, and A Chaari Support vector machine based decision for mechanical fault condition monitoring in induction motor using an advanced Hilbert-Park transform ISA Trans 51 2012 566 572
    • (2012) ISA Trans , vol.51 , pp. 566-572
    • Bensalem, S.1    Bacha, K.2    Chaari, A.3
  • 21
    • 84875235613 scopus 로고    scopus 로고
    • Application of the Teager-Kaiser energy operator in bearing fault diagnosis
    • PH Rodriguez, JB Alonso, MA Ferrer, and CM Travieso Application of the Teager-Kaiser energy operator in bearing fault diagnosis ISA Trans 52 2013 278 284
    • (2013) ISA Trans , vol.52 , pp. 278-284
    • Rodriguez, P.H.1    Alonso, J.B.2    Ferrer, M.A.3    Travieso, C.M.4
  • 23
    • 77958074586 scopus 로고    scopus 로고
    • Artificial immune classifier with swarm learning
    • I Aydin, M Karakose, and E Akin Artificial immune classifier with swarm learning Eng Appl Artif Intell 23 2010 1291 1302
    • (2010) Eng Appl Artif Intell , vol.23 , pp. 1291-1302
    • Aydin, I.1    Karakose, M.2    Akin, E.3
  • 25
    • 19944394845 scopus 로고    scopus 로고
    • A fuzzy-set-based reconstructed phase space method for identification of temporal patterns in complex time series
    • X Feng, and H Huang A fuzzy-set-based reconstructed phase space method for identification of temporal patterns in complex time series IEEE Trans Knowl Data Eng 17 2005 601 613
    • (2005) IEEE Trans Knowl Data Eng , vol.17 , pp. 601-613
    • Feng, X.1    Huang, H.2
  • 26
    • 34548696055 scopus 로고
    • Independent coordinates for strange attractors from mutual information
    • AM Fraser, and HL Swinney Independent coordinates for strange attractors from mutual information Phys Rev A: At Mol Opt Phys 33 1986 1134 1140
    • (1986) Phys Rev A: At Mol Opt Phys , vol.33 , pp. 1134-1140
    • Fraser, A.M.1    Swinney, H.L.2
  • 27
    • 0001874436 scopus 로고    scopus 로고
    • Practical method for determining the minimum embedding dimension of a scalar time series
    • L Cao Practical method for determining the minimum embedding dimension of a scalar time series Physica D 110 1997 43 50
    • (1997) Physica D , vol.110 , pp. 43-50
    • Cao, L.1
  • 28
  • 30
    • 0031996838 scopus 로고    scopus 로고
    • Fuzzy decision trees: Issues and methods
    • CZ Janikow Fuzzy decision trees: issues and methods, IEEE Trans Syst Man Cybern 28 1998 1 14
    • (1998) IEEE Trans Syst Man Cybern , vol.28 , pp. 1-14
    • Janikow, C.Z.1
  • 31
    • 33947326736 scopus 로고    scopus 로고
    • Power distribution fault cause identification with imbalanced data using the data mining-based fuzzy classification e-algorithm
    • L Xu, M-Y Chow, and LS Taylor Power distribution fault cause identification with imbalanced data using the data mining-based fuzzy classification e-algorithm IEEE Trans Power Syst 22 2007 164 171
    • (2007) IEEE Trans Power Syst , vol.22 , pp. 164-171
    • Xu, L.1    Chow, M.-Y.2    Taylor, L.S.3
  • 33
    • 0030287048 scopus 로고    scopus 로고
    • The expectation-maximization algorithm
    • TK Moon The expectation-maximization algorithm IEEE Trans Signal Process 13 1996 47 59
    • (1996) IEEE Trans Signal Process , vol.13 , pp. 47-59
    • Moon, T.K.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.