메뉴 건너뛰기




Volumn 26, Issue 4, 2015, Pages 717-729

Combined intelligent methods based on wireless sensor networks for condition monitoring and fault diagnosis

Author keywords

Bayesian classification method; Fault diagnosis; Fuzzy logic; Gaussian mixture models; Induction motors; Wireless sensor networks

Indexed keywords

ARTIFICIAL INTELLIGENCE; BAYESIAN NETWORKS; COMPUTER AIDED DIAGNOSIS; CONDITION MONITORING; ELECTRIC MACHINE THEORY; FAILURE ANALYSIS; FAULT DETECTION; FUZZY LOGIC; GAUSSIAN DISTRIBUTION; INDUCTION MOTORS; LEARNING SYSTEMS; OBJECT ORIENTED PROGRAMMING; PHASE SPACE METHODS; SENSOR NODES; STATORS; TEMPORAL LOGIC; TIME SERIES ANALYSIS; VIBRATION ANALYSIS;

EID: 84937978544     PISSN: 09565515     EISSN: 15728145     Source Type: Journal    
DOI: 10.1007/s10845-013-0829-8     Document Type: Article
Times cited : (46)

References (29)
  • 1
    • 79955931438 scopus 로고    scopus 로고
    • FPGA based intelligent condition monitoring of induction motors: Detection, diagnosis, and prognosis
    • Akin, E., Aydin, I., & Karakose, M. (2011). FPGA based intelligent condition monitoring of induction motors: Detection, diagnosis, and prognosis. In IEEE international conference on industrial technology (ICIT), vol. 1 (pp. 373–378).
    • (2011) In IEEE international conference on industrial technology (ICIT) , vol.1 , pp. 373-378
    • Akin, E.1    Aydin, I.2    Karakose, M.3
  • 3
    • 61649117907 scopus 로고    scopus 로고
    • Efficiency optimization of two-asymmetrical-winding induction motor based on swarm intelligence
    • Amin, A. M. A., El Korfally, M. I., Sayed, A. A., & Hegazy, O. T. M. (2009). Efficiency optimization of two-asymmetrical-winding induction motor based on swarm intelligence. IEEE Transactions on Energy Conversion, 24(1), 12–20.
    • (2009) IEEE Transactions on Energy Conversion , vol.24 , Issue.1 , pp. 12-20
    • Amin, A.M.A.1    El Korfally, M.I.2    Sayed, A.A.3    Hegazy, O.T.M.4
  • 6
    • 84870954779 scopus 로고    scopus 로고
    • An adaptive artificial immune system for fault classification
    • Aydin, I., Karakose, M., & Akin, E. (2012). An adaptive artificial immune system for fault classification. Journal of Intelligent Manufacturing, 23(5), 1489–1499.
    • (2012) Journal of Intelligent Manufacturing , vol.23 , Issue.5 , pp. 1489-1499
    • Aydin, I.1    Karakose, M.2    Akin, E.3
  • 7
    • 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
    • Ayhan, B., Trussell, H. J., Chow, M. Y., & Song, M. H. (2008). On the use of a lower sampling rate for broken rotor bar detection with DTFT and AR-based spectrum methods. IEEE Transactions on Industrial Electronics, 55(3), 1421–1434.
    • (2008) IEEE Transactions on Industrial Electronics , vol.55 , Issue.3 , pp. 1421-1434
    • Ayhan, B.1    Trussell, H.J.2    Chow, M.Y.3    Song, M.H.4
  • 9
    • 84877731969 scopus 로고    scopus 로고
    • Statistical and neural-network approaches for the classification of induction machine faults using the ambiguity plane representation. IEEE Transactions on Industrial Electronics
    • Boukra, T., Lebaroud, A., & Clerc, G. (2012). Statistical and neural-network approaches for the classification of induction machine faults using the ambiguity plane representation. IEEE Transactions on Industrial Electronics, doi:10.1109/TIE.2012.2216242.
    • (2012) doi:10.1109/TIE.2012.2216242
    • Boukra, T.1    Lebaroud, A.2    Clerc, G.3
  • 10
    • 35048824762 scopus 로고    scopus 로고
    • Induction motor fault diagnostic and monitoring methods. Master Thesis
    • Wisconsin: Marquette University
    • Da Silva, A. M. (2006). Induction motor fault diagnostic and monitoring methods. Master Thesis. Milwaukee, Wisconsin: Marquette University.
    • (2006) Milwaukee
    • Da Silva, A.M.1
  • 11
    • 41349105525 scopus 로고    scopus 로고
    • Induction machine broken bar and stator short-circuit fault diagnostics based on three-phase stator current envelopes
    • Da Silva, A. M., Povinelli, R. J., & Demerdash, N. A. O. (2008). Induction machine broken bar and stator short-circuit fault diagnostics based on three-phase stator current envelopes. IEEE Transactions on Industrial Electronics, 55(3), 1310–1318.
    • (2008) IEEE Transactions on Industrial Electronics , vol.55 , Issue.3 , pp. 1310-1318
    • Da Silva, A.M.1    Povinelli, R.J.2    Demerdash, N.A.O.3
  • 13
    • 84875479772 scopus 로고    scopus 로고
    • CFP scheduling for real-time service and energy efficiency in the industrial applications of IEEE 802154
    • Ding, Y., & Hong, S. H. (2013). CFP scheduling for real-time service and energy efficiency in the industrial applications of IEEE 802154. Journal of Communications and Networks, 15(1), 87–101.
    • (2013) Journal of Communications and Networks , vol.15 , Issue.1 , pp. 87-101
    • Ding, Y.1    Hong, S.H.2
  • 14
    • 19944394845 scopus 로고    scopus 로고
    • A fuzzy-set-based reconstructed phase space method for identification of temporal patterns in complex time series
    • Feng, X., & Huang, H. (2005). A fuzzy-set-based reconstructed phase space method for identification of temporal patterns in complex time series. IEEE Transactions on Knowledge and Data Engineering, 17(5), 601–613.
    • (2005) IEEE Transactions on Knowledge and Data Engineering , vol.17 , Issue.5 , pp. 601-613
    • Feng, X.1    Huang, H.2
  • 15
    • 70349619163 scopus 로고    scopus 로고
    • Industrial wireless sensor networks: Challenges, design principles, and technical approaches
    • Gungor, V. C., & Hancke, G. P. (2009). Industrial wireless sensor networks: Challenges, design principles, and technical approaches. IEEE Transactions on Industrial Electronics, 56(10), 4258–4265.
    • (2009) IEEE Transactions on Industrial Electronics , vol.56 , Issue.10 , pp. 4258-4265
    • Gungor, V.C.1    Hancke, G.P.2
  • 16
    • 84855344410 scopus 로고    scopus 로고
    • Sleep scheduling for critical event monitoring in wireless sensor networks
    • Guo, P., Jiang, T., & Zhang, K. (2012). Sleep scheduling for critical event monitoring in wireless sensor networks. IEEE Transactions on Parallel and Distributed Systems, 23(2), 345–352.
    • (2012) IEEE Transactions on Parallel and Distributed Systems , vol.23 , Issue.2 , pp. 345-352
    • Guo, P.1    Jiang, T.2    Zhang, K.3
  • 17
    • 84866490411 scopus 로고    scopus 로고
    • Novel industrial wireless sensor networks for machine condition monitoring and fault diagnosis
    • Hou, L., & Bergmann, N. W. (2012). Novel industrial wireless sensor networks for machine condition monitoring and fault diagnosis. IEEE Transactions on Industrial Electronics, 61(10), 2787–2798.
    • (2012) IEEE Transactions on Industrial Electronics , vol.61 , Issue.10 , pp. 2787-2798
    • Hou, L.1    Bergmann, N.W.2
  • 20
    • 77952875694 scopus 로고    scopus 로고
    • Support vector machine for fault diagnosis of the broken rotor bars of squirrel-cage induction motor
    • Kurek, J., & Osowski, S. (2010). Support vector machine for fault diagnosis of the broken rotor bars of squirrel-cage induction motor. Neural Computing and Applications, 19, 557–564.
    • (2010) Neural Computing and Applications , vol.19 , pp. 557-564
    • Kurek, J.1    Osowski, S.2
  • 21
    • 70350376217 scopus 로고    scopus 로고
    • Online and remote motor energy monitoring and fault diagnostics using wireless sensor networks
    • Lu, B., & Gungor, V. C. (2009). Online and remote motor energy monitoring and fault diagnostics using wireless sensor networks. IEEE Transactions on Industrial Electronics, 56(11), 4651–4659.
    • (2009) IEEE Transactions on Industrial Electronics , vol.56 , Issue.11 , pp. 4651-4659
    • Lu, B.1    Gungor, V.C.2
  • 23
    • 62549114421 scopus 로고    scopus 로고
    • An experimental study, about detection of bearing defects in inverter fed small induction motors by Concordia transform
    • Onel, I. Y., Aycicek, E., & Senol, I. (2009). An experimental study, about detection of bearing defects in inverter fed small induction motors by Concordia transform. Journal of Intelligent Manufacturing, 20, 243–247.
    • (2009) Journal of Intelligent Manufacturing , vol.20 , pp. 243-247
    • Onel, I.Y.1    Aycicek, E.2    Senol, I.3
  • 24
    • 70350426580 scopus 로고    scopus 로고
    • A novel monitoring of load level and broken bar fault severity applied to squirrel-cage induction motors using a genetic algorithm
    • Razik, H., Correa, R., & Silva, E. R. C. (2009). A novel monitoring of load level and broken bar fault severity applied to squirrel-cage induction motors using a genetic algorithm. IEEE Transactions on Industrial Electronics, 56(11), 4615–4626.
    • (2009) IEEE Transactions on Industrial Electronics , vol.56 , Issue.11 , pp. 4615-4626
    • Razik, H.1    Correa, R.2    Silva, E.R.C.3
  • 26
    • 84860538536 scopus 로고    scopus 로고
    • Wireless sensor network based home monitoring system for wellness determination of elderly
    • Suryadevara, N. K., & Mukhopadhyay, S. C. (2012). Wireless sensor network based home monitoring system for wellness determination of elderly. IEEE Sensors Journal, 12(6), 1965–1972.
    • (2012) IEEE Sensors Journal , vol.12 , Issue.6 , pp. 1965-1972
    • Suryadevara, N.K.1    Mukhopadhyay, S.C.2
  • 28
    • 34147100661 scopus 로고    scopus 로고
    • Artificial immune network classification algorithm for fault diagnosis of power transformer
    • Xiong, H., & Sun, C. (2007). Artificial immune network classification algorithm for fault diagnosis of power transformer. IEEE Transactions on Power Delivery, 22(2), 930–935.
    • (2007) IEEE Transactions on Power Delivery , vol.22 , Issue.2 , pp. 930-935
    • Xiong, H.1    Sun, C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.