메뉴 건너뛰기




Volumn 25, Issue 4, 2014, Pages 493-502

A robust neural method to estimate torque in three-phase induction motor

Author keywords

Artificial neural networks; Electric power quality; Load modeling; Multilayer perceptron network; Parameter estimation systems identification; Three phase induction motor

Indexed keywords

ELECTRIC WINDINGS; ENERGY EFFICIENCY; INDUCTION MOTORS; MACHINE DESIGN; NEURAL NETWORKS; TORQUE;

EID: 84903735938     PISSN: 21953880     EISSN: 21953899     Source Type: Journal    
DOI: 10.1007/s40313-014-0118-6     Document Type: Article
Times cited : (14)

References (26)
  • 1
    • 0036255431 scopus 로고    scopus 로고
    • Induction motor thermal aging caused by voltage distortion and imbalance: Loss of useful life and its estimated cost
    • DOI 10.1109/28.980339, PII S0093999402006035
    • Abreu, J. P. G.; Emanuel, A. E. (2002). Induction motor thermal aging caused by voltage distortion and imbalance: loss of useful life and its estimated cost. IEEE Transactions on Industry Applications, 38(1), 12-20. doi: 10.1109/28.980339. (Pubitemid 34491211)
    • (2002) IEEE Transactions on Industry Applications , vol.38 , Issue.1 , pp. 12-20
    • De Abreu, J.P.G.1    Emanuel, A.E.2
  • 2
    • 79951946401 scopus 로고    scopus 로고
    • Real-time discrete backstepping neural control for induction motors
    • 10.1109/TCST.2010.2041780 10.1109/TCST.2010.2041780
    • Alanis, A. Y.; Sanchez, E. N.; Loukianov, A. G. (2011). Real-time discrete backstepping neural control for induction motors. IEEE Transactions on Control Systems Technology, 19(2), 359-366. doi: 10.1109/TCST.2010.2041780.
    • (2011) IEEE Transactions on Control Systems Technology , vol.19 , Issue.2 , pp. 359-366
    • Alanis, A.Y.1    Sanchez, E.N.2    Loukianov, A.G.3
  • 3
    • 77956057718 scopus 로고    scopus 로고
    • New unbalance factor for estimating performance of a three-phase induction motor with under- and overvoltage unbalance
    • 10.1109/TEC.2010.2051548 10.1109/TEC.2010.2051548
    • Anwari, M.; Hiendro, A. (2010). New unbalance factor for estimating performance of a three-phase induction motor with under- and overvoltage unbalance. IEEE Transactions on Energy Conversion, 25(3), 619-625. doi: 10.1109/TEC.2010.2051548.
    • (2010) IEEE Transactions on Energy Conversion , vol.25 , Issue.3 , pp. 619-625
    • Anwari, M.1    Hiendro, A.2
  • 4
    • 84857317056 scopus 로고    scopus 로고
    • A novel method for identifying parameters of induction motors at standstill using adaline
    • 10.1109/TEC.2011.2175393 10.1109/TEC.2011.2175393
    • Bechouche, A.; Sediki, H.; Abdeslam, D.; Haddad, S. (2012). A novel method for identifying parameters of induction motors at standstill using adaline. IEEE Transactions on Energy Conversion, 27(1), 105-116. doi: 10.1109/TEC.2011.2175393.
    • (2012) IEEE Transactions on Energy Conversion , vol.27 , Issue.1 , pp. 105-116
    • Bechouche, A.1    Sediki, H.2    Abdeslam, D.3    Haddad, S.4
  • 6
    • 71349083204 scopus 로고    scopus 로고
    • Optimal mlp neural network classifier for fault detection of three phase induction motor
    • 10.1016/j.eswa.2009.10.041 10.1016/j.eswa.2009.10.041
    • Ghate, V. N.; Dudul, S. V. (2010). Optimal mlp neural network classifier for fault detection of three phase induction motor. Expert Systems with Applications, 37(4), 3468-3481. doi: 10.1016/j.eswa.2009.10.041.
    • (2010) Expert Systems with Applications , vol.37 , Issue.4 , pp. 3468-3481
    • Ghate, V.N.1    Dudul, S.V.2
  • 7
    • 33747166675 scopus 로고    scopus 로고
    • Load torque identification in induction motor using neural networks technique
    • DOI 10.1016/j.epsr.2006.01.006, PII S037877960600023X
    • Goedtel, A.; Silva, I. N.; Serni, P. J. A. (2007). Load torque identification in induction motor using neural networks technique. Electric Power Systems Research, 77(1), 35-45. doi: 10.1016/j.epsr.2006.01.006. (Pubitemid 44233190)
    • (2007) Electric Power Systems Research , vol.77 , Issue.1 , pp. 35-45
    • Goedtel, A.1    Da Silva, I.N.2    Serni, P.J.A.3
  • 8
  • 9
    • 0028543366 scopus 로고
    • Training feedforward networks with the marquardt algorithm
    • 10.1109/72.329697 10.1109/72.329697
    • Hagan, M. T.; Menhaj, M. B. (1994). Training feedforward networks with the marquardt algorithm. IEEE Transactions on Neural Networks, 5(6), 989-993. doi: 10.1109/72.329697.
    • (1994) IEEE Transactions on Neural Networks , vol.5 , Issue.6 , pp. 989-993
    • Hagan, M.T.1    Menhaj, M.B.2
  • 15
    • 28444453203 scopus 로고
    • Induction motors under unbalanced conditions
    • 10.1109/EE.1936.6538721 10.1109/EE.1936.6538721
    • Lunn, E. O. (1936). Induction motors under unbalanced conditions. Electrical Engineering, 55(4), 387-393. doi: 10.1109/EE.1936.6538721.
    • (1936) Electrical Engineering , vol.55 , Issue.4 , pp. 387-393
    • Lunn, E.O.1
  • 16
    • 78751624933 scopus 로고    scopus 로고
    • Harmonic identification using parallel neural networks in single-phase systems
    • 10.1016/j.asoc.2010.07.017 10.1016/j.asoc.2010.07.017
    • Nascimento, C. F.; Oliveira, A. A, Jr, Goedtel, A.; Serni, P. J. A. (2011). Harmonic identification using parallel neural networks in single-phase systems. Applied Soft Computing, 11(2), 2178-2185. doi: 10.1016/j.asoc.2010.07. 017.
    • (2011) Applied Soft Computing , vol.11 , Issue.2 , pp. 2178-2185
    • Nascimento, C.F.1    Oliveira, Jr.A.A.2    Goedtel, A.3    Serni, P.J.A.4
  • 19
    • 0035337282 scopus 로고    scopus 로고
    • Definitions of voltage unbalance
    • DOI 10.1109/39.920965
    • Pillary, P.; Manyage, M. (2001). Definitions of voltage unbalance. IEEE Power Eng Rev, 21(5), 50-51. (Pubitemid 32486646)
    • (2001) IEEE Power Engineering Review , vol.21 , Issue.5 , pp. 50-51
    • Pillay, P.1    Manyage, M.2
  • 20
    • 67649604414 scopus 로고    scopus 로고
    • Online detection of broken rotor bars in induction motors by wavelet packet decomposition and artificial neural networks
    • 10.1109/TIM.2009.2013743 10.1109/TIM.2009.2013743
    • Sadeghian, A.; Ye, Z.; Wu, B. (2009). Online detection of broken rotor bars in induction motors by wavelet packet decomposition and artificial neural networks. IEEE Transactions on Instrumentation and Measurement, 58(7), 2253-2263. doi: 10.1109/TIM.2009.2013743.
    • (2009) IEEE Transactions on Instrumentation and Measurement , vol.58 , Issue.7 , pp. 2253-2263
    • Sadeghian, A.1    Ye, Z.2    Wu, B.3
  • 22
    • 84903711029 scopus 로고    scopus 로고
    • About Application of Intelligent Systems for Fault Diagnosis in Induction Machines - An Overview (In Portuguese)
    • Santos, F. M. C.; Silva, I. N.; Suetake, M. (2002). About Application of Intelligent Systems for Fault Diagnosis in Induction Machines - An Overview (In Portuguese). Sba: Controle & Automação Sociedade Brasileira de Automática, 23, 553-569.
    • (2002) Sba: Controle & Automação Sociedade Brasileira de Automática , vol.23 , pp. 553-569
    • Santos, F.M.C.1    Silva, I.N.2    Suetake, M.3
  • 24
    • 79951650734 scopus 로고    scopus 로고
    • Embedded dsp-based compact fuzzy system and its application for induction-motor v/f speed control
    • 10.1109/TIE.2010.2047822 10.1109/TIE.2010.2047822
    • Suetake, M.; da Silva, I. N.; Goedtel, A. (2011). Embedded dsp-based compact fuzzy system and its application for induction-motor v/f speed control. IEEE Transactions on Industrial Electronics, 58(3), 750-760. doi: 10.1109/TIE.2010.2047822.
    • (2011) IEEE Transactions on Industrial Electronics , vol.58 , Issue.3 , pp. 750-760
    • Suetake, M.1    Da Silva, I.N.2    Goedtel, A.3
  • 26
    • 75749112473 scopus 로고    scopus 로고
    • Stator resistance identification based on neural and fuzzy logic principles in an induction motor drive
    • 10.1016/j.neucom.2009.06.017 10.1016/j.neucom.2009.06.017
    • Vukadinovic, D.; Basic, M.; Kulisic, L. (2010). Stator resistance identification based on neural and fuzzy logic principles in an induction motor drive. Neurocomputing, 73(46), 602-612. doi: 10.1016/j.neucom.2009.06.017.
    • (2010) Neurocomputing , vol.73 , Issue.46 , pp. 602-612
    • Vukadinovic, D.1    Basic, M.2    Kulisic, L.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.