메뉴 건너뛰기




Volumn 52, Issue 1, 2011, Pages 675-686

Speed estimation of vector controlled squirrel cage asynchronous motor with artificial neural networks

Author keywords

Artificial neural networks; Asynchronous motor; Speed estimation; Vector control

Indexed keywords

DC MOTORS; DEEP NEURAL NETWORKS; DIGITAL SIGNAL PROCESSING; DIGITAL SIGNAL PROCESSORS; ESTIMATION; MOTORS; NEURAL NETWORKS; SENSORLESS CONTROL; SIGNAL PROCESSING; SPEED; SQUIRREL CAGE MOTORS; VECTOR CONTROL (ELECTRIC MACHINERY); VECTORS;

EID: 80054001866     PISSN: 01968904     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.enconman.2010.07.046     Document Type: Conference Paper
Times cited : (44)

References (48)
  • 2
    • 70350081980 scopus 로고    scopus 로고
    • Robust nonlinear observer for states and parameters estimation and on-line adaptation of rotor time constant in sensorless induction motor drives
    • Messaoudi M, Sbita L, Abdelkrim MN. Robust nonlinear observer for states and parameters estimation and on-line adaptation of rotor time constant in sensorless induction motor drives. Int J Phys Sci 2007;2:217-25.
    • (2007) Int J Phys Sci , vol.2 , pp. 217-225
    • Messaoudi, M.1    Sbita, L.2    Abdelkrim, M.N.3
  • 3
    • 35548974302 scopus 로고    scopus 로고
    • Switching EKF technique for rotor and stator resistance estimation in speed sensorless control of IMs
    • Barut M, Bogosyan S, Gokasan Metin. Switching EKF technique for rotor and stator resistance estimation in speed sensorless control of IMs. Energy Convers Manage 2007;48(3):120-3134.
    • (2007) Energy Convers Manage , vol.48 , Issue.3 , pp. 120-3134
    • Barut, M.1    Bogosyan, S.2    Metin, G.3
  • 4
    • 34548314484 scopus 로고    scopus 로고
    • A robust sliding mode flux and speed observer for speed sensorless control of an indirect field oriented induction motor drives
    • DOI 10.1016/j.epsr.2006.11.015, PII S0378779606002884
    • Inanc N. A robust sliding mode flux and speed observer for speed sensorless control of an indirect field oriented induction motor drives. Electr Power Syst Res 2007;77:1681-8. (Pubitemid 47348222)
    • (2007) Electric Power Systems Research , vol.77 , Issue.12 , pp. 1681-1688
    • Inanc, N.1
  • 5
    • 0036753941 scopus 로고    scopus 로고
    • Performances of fuzzy-logic-based indirect vector control for induction motor drive
    • DOI 10.1109/TIA.2002.802990, PII 1011092002802990
    • Uddin MN, Radwan TS, Rahman MA. Performances of fuzzy logic based indirect vector control for induction motor drive. IEEE Trans Ind Appl 2002;38(5):1219-25. (Pubitemid 35303233)
    • (2002) IEEE Transactions on Industry Applications , vol.38 , Issue.5 , pp. 1219-1225
    • Uddin, M.N.1    Radwan, T.S.2    Rahman, M.A.3
  • 6
    • 23144445617 scopus 로고    scopus 로고
    • Speed control and a full-order state observer for efficiency optimized induction motor
    • DOI 10.1080/15325000590921026
    • Mannan MA, Murata T, Tamura J, Tsuciya Takeshi. Speed control and a fullorder state observer for efficiency optimized induction motor. Electr Power Compon Syst 2005;33:999-1013. (Pubitemid 41084645)
    • (2005) Electric Power Components and Systems , vol.33 , Issue.9 , pp. 999-1013
    • Mannan, M.A.1    Murata, T.2    Tamura, J.3    Tsuchiya, T.4
  • 7
    • 41449087955 scopus 로고    scopus 로고
    • Implementation of a mixed recursive least-squares and kalman filter approach in parameters, flux, and speed estimation for vector-controlled induction motor drives
    • DOI 10.1080/15325000701658516, PII 791596119
    • Maragliano G, Marchesoni M. Implementation of a mixed recursive leastsquares and kalman filter approach in parameters, flux, and speed estimation for vector-controlled induction motor drives. Electr Power Compon Syst 2008;36:359-86. (Pubitemid 351456694)
    • (2008) Electric Power Components and Systems , vol.36 , Issue.4 , pp. 359-386
    • Maragliano, G.1    Marchesoni, M.2
  • 8
    • 56649105372 scopus 로고    scopus 로고
    • A new wavelet-based speed controller for induction motor drives
    • Abdesh Khan M, Azizur Rahman M. A new wavelet-based speed controller for induction motor drives. Electr Power Compon Syst 2008;36:1282-98.
    • (2008) Electr Power Compon Syst , vol.36 , pp. 1282-1298
    • Abdesh Khan, M.1    Azizur Rahman, M.2
  • 9
    • 20344370227 scopus 로고    scopus 로고
    • An EKF-based estimator for the speed sensorless vector control of induction motors
    • DOI 10.1080/15325000590896728
    • Barut M, Bogosyan S, Gokasan M. An EKF-based estimator for the speed sensorless vector control of induction motors. Electr Power Compon Syst 2005;33:727-44. (Pubitemid 40786334)
    • (2005) Electric Power Components and Systems , vol.33 , Issue.7 , pp. 727-744
    • Barut, M.1    Bogosyan, S.2    Gokasan, M.3
  • 10
    • 33747769248 scopus 로고    scopus 로고
    • A speed-sensorless indirect field-oriented control for induction motors based on high gain speed estimation
    • DOI 10.1016/j.automatica.2006.05.021, PII S0005109806002172
    • Montanari M, Peresada S, Tilli A. A speed-sensorless indirect field-oriented control for induction motors based on high gain speed estimation. Automatica 2006;42:1637-50. (Pubitemid 44277971)
    • (2006) Automatica , vol.42 , Issue.10 , pp. 1637-1650
    • Montanari, M.1    Peresada, S.2    Tilli, A.3
  • 11
    • 0023963253 scopus 로고    scopus 로고
    • Observers for flux estimation in induction machines
    • Varghese GC, Sanders SR. Observers for flux estimation in induction machines. IEEE Trans Ind Electron 1998;35(1):85-94.
    • (1998) IEEE Trans Ind Electron , vol.35 , Issue.1 , pp. 85-94
    • Varghese, G.C.1    Sanders, S.R.2
  • 12
    • 0036772108 scopus 로고    scopus 로고
    • Design and implementation of a new sliding mode observer for speed-sensorless control of induction machine
    • DOI 10.1109/TIE.2002.803247, PII 1011092002803247
    • Derdiyok A, Güven MK, Rehman Hur, Inanc N, Xu L. Design and implementation of a new sliding-mode observer for speed-sensorless control of induction machine. IEEE Trans Ind Electron 2002;49(5):1177-82. (Pubitemid 35250380)
    • (2002) IEEE Transactions on Industrial Electronics , vol.49 , Issue.5 , pp. 1177-1182
    • Derdiyok, A.1    Guven, M.K.2    Rehman, H.-U.3    Inanc, N.4    Xu, L.5
  • 13
    • 33947431999 scopus 로고    scopus 로고
    • Speed-sensorless torque control of induction machine based on carrier signal injection and smooth-air-gap induction machine model
    • DOI 10.1109/TEC.2006.877369
    • Wang G, Hofmann HF, El-Antably Ahmed. Speed-sensorless torque control of induction machine based on carrier signal injection and smooth-air-gap induction machine model. IEEE Trans Energy Convers 2006;21(3):699-707. (Pubitemid 46445158)
    • (2006) IEEE Transactions on Energy Conversion , vol.21 , Issue.3 , pp. 699-707
    • Wang, G.1    Hofmann, H.F.2    El-Antably, A.3
  • 14
    • 32644433542 scopus 로고    scopus 로고
    • Sliding-mode MRAS speed estimators for sensorless vector control of induction machine
    • DOI 10.1109/TIE.2005.862303
    • Comanescu M, Xu L. Sliding-mode MRAS speed estimators for sensorless vector control of induction machine. IEEE Trans Ind Electron 2006;53(1):146-53. (Pubitemid 43245283)
    • (2006) IEEE Transactions on Industrial Electronics , vol.53 , Issue.1 , pp. 146-153
    • Comanescu, M.1    Xu, L.2
  • 15
    • 0345306824 scopus 로고    scopus 로고
    • A stator resistance estimation scheme for speed sensorless rotor flux oriented induction motor drives
    • Vasić V, Vukosavic SN, Levi E. A stator resistance estimation scheme for speed sensorless rotor flux oriented induction motor drives. IEEE Trans Energy Convers 2003;18(4):476-83.
    • (2003) IEEE Trans Energy Convers , vol.18 , Issue.4 , pp. 476-483
    • Vasić, V.1    Vukosavic, S.N.2    Levi, E.3
  • 16
    • 0036543772 scopus 로고    scopus 로고
    • A speed-sensorless IM drive with decoupling control and stability analysis of speed estimation
    • DOI 10.1109/41.993278, PII S0278004602028770
    • Suwankawin S, Sangwongwanich S. A speed-sensorless IM drive with decoupling control and stability analysis of speed estimation. IEEE Trans Ind Electron 2002;49(2):444-55. (Pubitemid 34711848)
    • (2002) IEEE Transactions on Industrial Electronics , vol.49 , Issue.2 , pp. 444-455
    • Suwankawin, S.1    Sangwongwanich, S.2
  • 17
    • 2942677045 scopus 로고    scopus 로고
    • A new scheme for speed-sensorless control of induction motor
    • Ahn Kwon Y, Hwan Kim S. A new scheme for speed-sensorless control of induction motor. IEEE Trans Ind Electron 2004;51(3):545-50.
    • (2004) IEEE Trans Ind Electron , vol.51 , Issue.3 , pp. 545-550
    • Ahn Kwon, Y.1    Hwan Kim, S.2
  • 18
    • 40449118309 scopus 로고    scopus 로고
    • Model reference adaptive controller-based rotor resistance and speed estimation techniques for vector controlled induction motor drive utilizing reactive power
    • DOI 10.1109/TIE.2007.911952
    • Maiti S, Chakraborty C, Hori Y, Ta MC. Model reference adaptive controllerbased rotor resistance and speed estimation techniques for vector controlled induction motor drive utilizing reactive power. IEEE Trans Ind Electron 2008;55(2):594-601. (Pubitemid 351344233)
    • (2008) IEEE Transactions on Industrial Electronics , vol.55 , Issue.2 , pp. 594-601
    • Maiti, S.1    Chakraborty, C.2    Hori, Y.3    Ta, M.C.4
  • 19
    • 7044239181 scopus 로고    scopus 로고
    • Speed sensorless direct torque control of IMs with rotor resistance estimation
    • Barut M, Bogosyan S, Gokasan M. Speed sensorless direct torque control of IMs with rotor resistance estimation. Energy Convers Manage 2005;46:335-49.
    • (2005) Energy Convers Manage , vol.46 , pp. 335-349
    • Barut, M.1    Bogosyan, S.2    Gokasan, M.3
  • 20
    • 0036577280 scopus 로고    scopus 로고
    • Static and dynamic behavior of saturation-induced saliencies and their effect on carrier-signal-based sensorless AC drives
    • DOI 10.1109/TIA.2002.1003416, PII S0093999402050144
    • Briz F, Degner MW, Diez A, Lorenz RD. Static and dynamic behavior of saturation-induced saliencies and their effect on carrier-signalbased sensorless ac drives. IEEE Trans Ind Appl 2002;38(8):670-8. (Pubitemid 34750437)
    • (2002) IEEE Transactions on Industry Applications , vol.38 , Issue.3 , pp. 670-678
    • Briz, F.1    Degner, M.W.2    Diez, A.3    Lorenz, R.D.4
  • 21
    • 5444220097 scopus 로고    scopus 로고
    • Speed-sensorless induction machine control for zero speed and Frequency
    • Leppanen V, Luomi J. Speed-sensorless induction machine control for zero speed and Frequency. IEEE Trans Ind Electron 2004;51(5):1041-7.
    • (2004) IEEE Trans Ind Electron , vol.51 , Issue.5 , pp. 1041-1047
    • Leppanen, V.1    Luomi, J.2
  • 22
    • 0242508284 scopus 로고    scopus 로고
    • Flux observer enhanced with lowfrequency signal injection allowing sensorless zero-frequency operation of induction motors
    • Hinkkanen M, Leppanen V, Luomi J. Flux observer enhanced with lowfrequency signal injection allowing sensorless zero-frequency operation of induction motors. In: Proc 31th IAS annu meeting, vol. 2;2003. p. 1050-56.
    • (2003) Proc 31th IAS Annu Meeting , vol.2 , pp. 1050-1056
    • Hinkkanen, M.1    Leppanen, V.2    Luomi, J.3
  • 23
    • 0035388330 scopus 로고    scopus 로고
    • Sensorless IFOC of induction motor with current regulators in current reference frame
    • DOI 10.1109/28.936391, PII S0093999401058996
    • Beres Z, Vranka P. Sensorless IFOC of induction motor with current regulators in current reference frame. IEEE Trans Ind Appl 2001;37:1012-8. (Pubitemid 32829685)
    • (2001) IEEE Transactions on Industry Applications , vol.37 , Issue.4 , pp. 1012-1018
    • Beres, Z.1    Vranka, P.2
  • 24
    • 0035503447 scopus 로고    scopus 로고
    • Robust MRAS-based algorithm for stator resistance and rotor speed identification
    • DOI 10.1109/39.961999
    • Vasic V, Vukosavic S. Robust MRAS-based algorithm for stator resistance and rotor speed identification. IEEE Power Eng Rev 2001;21(11):39-41. (Pubitemid 33061522)
    • (2001) IEEE Power Engineering Review , vol.21 , Issue.11 , pp. 39-41
    • Vasic, V.1    Vukosavic, S.2
  • 25
    • 0033315475 scopus 로고    scopus 로고
    • Alternative sensorless field orientation method
    • DOI 10.1109/60.815069
    • Ritter CM, Silvino JL. An alternative sensorless field orientation method. IEEE Trans Energy Convers 1999;14:1335-40. (Pubitemid 30540957)
    • (1999) IEEE Transactions on Energy Conversion , vol.14 , Issue.4 , pp. 1335-1340
    • Ritter, C.M.1    Silvino, J.L.2
  • 27
    • 23644454992 scopus 로고    scopus 로고
    • An adaptive sliding-mode observer for induction motor sensorless speed control
    • DOI 10.1109/TIA.2005.851585
    • Li J, Xu L, Zhang Z. An adaptive sliding-mode observer for induction motor sensorless speed control. IEEE Trans Ind Appl 2005;41(4):1039-46. (Pubitemid 41132020)
    • (2005) IEEE Transactions on Industry Applications , vol.41 , Issue.4 , pp. 1039-1046
    • Li, J.1    Xu, L.2    Zhang, Z.3
  • 28
    • 0036645795 scopus 로고    scopus 로고
    • Practical sensorless induction motor drive employing an artificial neural network for online parameter adaptation
    • DOI 10.1049/ip-epa:20020289
    • Campbell J, Sumner M. Practical sensorless induction motor drive employing an artificial neural network for online parameter adaptation. Proc IEE-Elect Power Appl 2002;149(4):255-60. (Pubitemid 34830326)
    • (2002) IEE Proceedings: Electric Power Applications , vol.149 , Issue.4 , pp. 255-260
    • Campbell, J.1    Sumner, M.2
  • 30
    • 32644465043 scopus 로고    scopus 로고
    • Low-speed sensorless control of induction machine
    • Edelbaher G, Jezernik K, Urlep E. Low-speed sensorless control of induction machine. IEEE Trans Ind Electron 2005;53(1):120-9.
    • (2005) IEEE Trans Ind Electron , vol.53 , Issue.1 , pp. 120-129
    • Edelbaher, G.1    Jezernik, K.2    Urlep, E.3
  • 32
    • 0036631310 scopus 로고    scopus 로고
    • Sensorless vector control of induction motors at very low speed using a nonlinear inverter model and parameter identification
    • DOI 10.1109/TIA.2002.800779, PII 1011092002800779
    • Joachim H, Quan J. Sensorless vector control of induction motors a very low speed using a nonlinear inverter model and parameter identification. IEEE Trans on Ind Appl 2002;38(4):1087-95. (Pubitemid 35022924)
    • (2002) IEEE Transactions on Industry Applications , vol.38 , Issue.4 , pp. 1087-1095
    • Holtz, J.1    Quan, J.2
  • 33
    • 41549104647 scopus 로고    scopus 로고
    • Sensorless speed estimation in induction motor drives by using the space vector angular fluctuation signal
    • DOI 10.1049/iet-epa:20070330
    • Arkan M. Sensorless speed estimation in induction motor drives by using the space vector angular fluctuation signal. IET Electr Power Appl 2008;2(2):113-20. (Pubitemid 351463875)
    • (2008) IET Electric Power Applications , vol.2 , Issue.2 , pp. 113-120
    • Arkan, M.1
  • 34
    • 67349168735 scopus 로고    scopus 로고
    • A speed estimation unit for induction motors based on adaptive linear combiner
    • Marei MI, Shaaban MF, El-Sattar AA. A speed estimation unit for induction motors based on adaptive linear combiner. Energy Convers Manage 2009;50:1664-70.
    • (2009) Energy Convers Manage , vol.50 , pp. 1664-1670
    • Marei, M.I.1    Shaaban, M.F.2    El-Sattar, A.A.3
  • 35
    • 0033331584 scopus 로고    scopus 로고
    • High bandwidth direct adaptive neurocontrol of induction motor current and speed using continual online random weight change training
    • Burton B, Harley RG, Habetler TG. High bandwidth direct adaptive neurocontrol of induction motor current and speed using continual online random weight change training. In: PESC 99. 30th annual IEEE power electronics specialists conference, vol. 1(27);1999. p. 488-94. (Pubitemid 30544498)
    • (1999) PESC Record - IEEE Annual Power Electronics Specialists Conference , vol.1 , pp. 488-494
    • Burton Bruce1    Harley Ronald, G.2    Habetler Thomas, G.3
  • 36
    • 12344321707 scopus 로고    scopus 로고
    • Practical implementation of a neural network controller in a hard disk drive
    • DOI 10.1109/TCST.2004.838567
    • Herrmann G, Ge SS, Guoxiao G. Practical implementation of a neural network controller in a hard disk drive. IEEE Trans Control Syst Technol 2005;13(1):146-54. (Pubitemid 40118936)
    • (2005) IEEE Transactions on Control Systems Technology , vol.13 , Issue.1 , pp. 146-154
    • Herrmann, G.1    Ge, S.S.2    Guo, G.3
  • 37
    • 0742286393 scopus 로고    scopus 로고
    • A new adaptive integration methodology for estimating flux in induction machine drives
    • Cirrincione M, Pucci M, Cirrincione G, Capolino GA. A new adaptive integration methodology for estimating flux in induction machine drives. IEEE Trans Power Electron 2004;19(1):25-34.
    • (2004) IEEE Trans Power Electron , vol.19 , Issue.1 , pp. 25-34
    • Cirrincione, M.1    Pucci, M.2    Cirrincione, G.3    Capolino, G.A.4
  • 38
    • 33747596186 scopus 로고    scopus 로고
    • CMAC-based speed estimation method for sensorless vector control of induction motor drive
    • DOI 10.1080/15325000600698654, PII HN02513H75004073
    • Tsai C-H. CMAC-based speed estimation method for sensorless vector control of induction motor drive. Electr Power Compon Syst 2006;34:1213-30. (Pubitemid 44267880)
    • (2006) Electric Power Components and Systems , vol.34 , Issue.11 , pp. 1213-1230
    • Tsai, C.-H.1
  • 39
    • 23044495263 scopus 로고    scopus 로고
    • Observer-based direct adaptive fuzzy-neural control for nonaffine nonlinear systems
    • Leu YG, Wang WY, Lee TT. Observer-based direct adaptive fuzzy-neural control for nonaffine nonlinear systems. IEEE Trans Neural Net 2005;16(4):853-61.
    • (2005) IEEE Trans Neural Net , vol.16 , Issue.4 , pp. 853-861
    • Leu, Y.G.1    Wang, W.Y.2    Lee, T.T.3
  • 41
    • 33947369992 scopus 로고    scopus 로고
    • Power electronics and motor drives advances and trends
    • The University of Tennessee, Academic Press is an imprint of Elsevier
    • Bose BK. Power electronics and motor drives advances and trends. Condra Chair of excellence in power electronics/emeritus. The University of Tennessee, Academic Press is an imprint of Elsevier; 2006.
    • (2006) Condra Chair of Excellence in Power Electronics/Emeritus
    • Bose, B.K.1
  • 42
    • 0025399567 scopus 로고
    • Identification and control of dynamical systems using neural networks
    • Narendra KS, Parhasarathy K. Identification and control of dynamical systems using neural networks. IEEE Trans Neural Net 1990;1(1):4-27.
    • (1990) IEEE Trans Neural Net , vol.1 , Issue.1 , pp. 4-27
    • Narendra, K.S.1    Parhasarathy, K.2
  • 45
    • 27644521489 scopus 로고    scopus 로고
    • An induction motor speed measurement method based on current harmonic analysis with the chirp-Z transform
    • DOI 10.1109/TIM.2005.854246
    • Aiello M, Cataliotti A, Nuccio S. An induction motor speed measurement method based on current harmonic analysis with the chirp-Z transform. IEEE Trans Instrum Measure 2005;54(5):1811-9. (Pubitemid 41555235)
    • (2005) IEEE Transactions on Instrumentation and Measurement , vol.54 , Issue.5 , pp. 1811-1819
    • Aiello, M.1    Cataliotti, A.2    Nuccio, S.3
  • 46
    • 32144446201 scopus 로고    scopus 로고
    • Rotor-position estimation for induction machines at zero and low frequency utilizing zero-sequence currents
    • DOI 10.1109/TIA.2005.861367
    • Staines CS, Asher MG, Summer M. Rotor-position estimation for induction machines at zero and low frequency utilizing zero-sequence currents. IEEE Trans Ind Appl 2006;42(1):105-12. (Pubitemid 43204772)
    • (2006) IEEE Transactions on Industry Applications , vol.42 , Issue.1 , pp. 105-112
    • Staines, C.S.1    Asher, G.M.2    Sumner, M.3
  • 48
    • 2342635199 scopus 로고    scopus 로고
    • Neural speed filtering for sensorless induction motor drives
    • DOI 10.1016/S0967-0661(03)00170-9, PII S0967066103001709
    • Bharadwaj RM, Parlos GA, Toliyat HA. Neural speed filtering for sensorless induction motor drives. Control Eng Pract 2004;12:687-706. (Pubitemid 38570763)
    • (2004) Control Engineering Practice , vol.12 , Issue.6 , pp. 687-706
    • Bharadwaj, R.M.1    Parlos, A.G.2    Toliyat, H.A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.