메뉴 건너뛰기




Volumn 52, Issue 2, 2005, Pages 532-551

An MRAS-based sensorless high-performance induction motor drive with a predictive adaptive model

Author keywords

Artificial neural networks (ANNs); Electrical drives; Field oriented control (FOC); Induction motor; Least squares; Model adaptive reference systems (MRASs); Sensorless drives

Indexed keywords

ADAPTIVE CONTROL SYSTEMS; ALGORITHMS; BACKPROPAGATION; COMPUTER SIMULATION; CONVERGENCE OF NUMERICAL METHODS; ELECTRIC DRIVES; INTEGRATION; MATHEMATICAL MODELS; NEURAL NETWORKS;

EID: 17744380451     PISSN: 02780046     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIE.2005.844247     Document Type: Article
Times cited : (123)

References (35)
  • 1
    • 0026923905 scopus 로고
    • "Adaptive speed identification for vector control of induction motors without rotational transducers"
    • Sep./Oct
    • C. Shauder, "Adaptive speed identification for vector control of induction motors without rotational transducers," IEEE Trans. Ind. Appl., vol. 28, no. 5, pp. 1054-1061, Sep./Oct. 1992.
    • (1992) IEEE Trans. Ind. Appl. , vol.28 , Issue.5 , pp. 1054-1061
    • Shauder, C.1
  • 2
    • 0027306685 scopus 로고
    • "Speed sensorless field-orientation of the induction machine"
    • Jan./Feb
    • H. Tajima and Y. Hori, "Speed sensorless field-orientation of the induction machine," IEEE Trans. Ind. Appl., vol. 29, no. 1, pp. 175-180, Jan./Feb. 1993.
    • (1993) IEEE Trans. Ind. Appl. , vol.29 , Issue.1 , pp. 175-180
    • Tajima, H.1    Hori, Y.2
  • 3
    • 0028498330 scopus 로고
    • "Robust speed identification for speed-sensorless vector control of induction motors"
    • Sep./Oct
    • F. Peng and T. Fukao, "Robust speed identification for speed-sensorless vector control of induction motors," IEEE Trans. Ind. Appl., vol. 30, no. 5, pp. 1234-1240, Sep./Oct. 1994.
    • (1994) IEEE Trans. Ind. Appl. , vol.30 , Issue.5 , pp. 1234-1240
    • Peng, F.1    Fukao, T.2
  • 4
    • 33646888262 scopus 로고    scopus 로고
    • "Sensorless control of induction motor drives"
    • Aug
    • J. Holtz, "Sensorless control of induction motor drives," Proc. IEEE, vol. 90, no. 8, pp. 1359-1394, Aug. 2002.
    • (2002) Proc. IEEE , vol.90 , Issue.8 , pp. 1359-1394
    • Holtz, J.1
  • 5
    • 0036631310 scopus 로고    scopus 로고
    • "Sensorless vector control of induction motors at very low speed using a nonlinear inverter model and parameter identification"
    • Jul./Aug
    • J. Holtz and Q. Juntao, "Sensorless vector control of induction motors at very low speed using a nonlinear inverter model and parameter identification," IEEE Trans. Ind. Appl., vol. 38, no. 4, pp. 1087-1095, Jul./Aug. 2002.
    • (2002) IEEE Trans. Ind. Appl. , vol.38 , Issue.4 , pp. 1087-1095
    • Holtz, J.1    Juntao, Q.2
  • 6
    • 0141755261 scopus 로고    scopus 로고
    • "Drift- and parameter-compensated flux estimator for persistent zero-stator-frequency operation of sensorless-controlled induction motors"
    • Jul./Aug
    • J. Holtz and Q. Juntao, "Drift- and parameter-compensated flux estimator for persistent zero-stator-frequency operation of sensorless-controlled induction motors," IEEE Trans. Ind. Appl., vol. 39, no. 4, pp. 1052-1060, Jul./Aug. 2003.
    • (2003) IEEE Trans. Ind. Appl. , vol.39 , Issue.4 , pp. 1052-1060
    • Holtz, J.1    Juntao, Q.2
  • 9
    • 0033889401 scopus 로고    scopus 로고
    • "A modified direct torque control for induction motor sensorless drive"
    • Jan./Feb
    • C. Lascu. I. Boldea, and F. Blaabjerg, "A modified direct torque control for induction motor sensorless drive," IEEE Trans. Ind. Appl., vol. 36. no. 1. pp. 122-130, Jan./Feb. 2000.
    • (2000) IEEE Trans. Ind. Appl. , vol.36 , Issue.1 , pp. 122-130
    • Lascu, C.1    Boldea, I.2    Blaabjerg, F.3
  • 10
    • 0035151672 scopus 로고    scopus 로고
    • "A sensorless hybrid DTC drive for high-volume applications using the TMS320F243 DSP controller"
    • C. Lascu and A. M.. Trynadlowski, "A sensorless hybrid DTC drive for high-volume applications using the TMS320F243 DSP controller," in Conf. Rec. IEEE-IAS Annu. Meeting, vol. 1, 2001, pp. 482-489.
    • (2001) Conf. Rec. IEEE-IAS Annu. Meeting , vol.1 , pp. 482-489
    • Lascu, C.1    Trynadlowski, A.M.2
  • 11
    • 0036446048 scopus 로고    scopus 로고
    • "Combining the principles of sliding mode, direct torque control, and space vector modulation in high-performance sensorless AC drive"
    • C. Lascu and A. M.. Trynadlowski, "Combining the principles of sliding mode, direct torque control, and space vector modulation in high-performance sensorless AC drive," in Conf. Rec. IEEE-IAS Annu. Meeting, vol. 3, 2002, pp. 2073-2079.
    • (2002) Conf. Rec. IEEE-IAS Annu. Meeting , vol.3 , pp. 2073-2079
    • Lascu, C.1    Trynadlowski, A.M.2
  • 12
    • 0027557640 scopus 로고
    • "DSP-based speed adaptive Flux observer of induction motor"
    • Mar./Apr
    • H. Kubota, K. Matsuse, and T. Nakano, "DSP-based speed adaptive Flux observer of induction motor," IEEE Trans. Ind. Appl., vol. 29, no. 2, pp. 344-348, Mar./Apr. 1993.
    • (1993) IEEE Trans. Ind. Appl. , vol.29 , Issue.2 , pp. 344-348
    • Kubota, H.1    Matsuse, K.2    Nakano, T.3
  • 13
    • 0035149581 scopus 로고    scopus 로고
    • "Stable operation of adaptive observer based sensorless induction motor drives in regenerating mode at low speeds"
    • Oct
    • H. Kubota, I. Sato, Y. Tamura, K. Matsuse, H. Ohta, and Y. Hori, "Stable operation of adaptive observer based sensorless induction motor drives in regenerating mode at low speeds," in Conf. Rec. IEEE-IAS Annu. Meeting, vol. 1, Oct. 2001, pp. 469-474.
    • (2001) Conf. Rec. IEEE-IAS Annu. Meeting , vol.1 , pp. 469-474
    • Kubota, H.1    Sato, I.2    Tamura, Y.3    Matsuse, K.4    Ohta, H.5    Hori, Y.6
  • 14
    • 0031381346 scopus 로고    scopus 로고
    • "Behavior of sensorless induction motor drives in regenerating mode"
    • Nagaoka, Japan
    • H. Kubota, K. Matsuse, and Y. Hori, "Behavior of sensorless induction motor drives in regenerating mode," in Proc. PCC'97, vol. 2. Nagaoka, Japan, 1997, pp. 549-552.
    • (1997) Proc. PCC'97 , vol.2 , pp. 549-552
    • Kubota, H.1    Matsuse, K.2    Hori, Y.3
  • 15
    • 84969150682 scopus 로고
    • "Identification of induction motor speed using neural networks"
    • Yokohama, Japan
    • L. Ben-Brahim and R. Kurosawa, "Identification of induction motor speed using neural networks," in Proc. PCC'93, Yokohama, Japan, 1993, pp. 689-694.
    • (1993) Proc. PCC'93 , pp. 689-694
    • Ben-Brahim, L.1    Kurosawa, R.2
  • 16
    • 0032306720 scopus 로고    scopus 로고
    • "Survey of speed sensorless controls for IM drives"
    • M. Elloumi, L. Ben-Brahim, and M. Al-Hamadi, "Survey of speed sensorless controls for IM drives," in Proc. IEEE IECON'98, vol. 2, 1998, pp. 1018-1023.
    • (1998) Proc. IEEE IECON'98 , vol.2 , pp. 1018-1023
    • Elloumi, M.1    Ben-Brahim, L.2    Al-Hamadi, M.3
  • 17
    • 0032593040 scopus 로고    scopus 로고
    • "Speed control of induction motor without rotational transducers"
    • Jul./Aug
    • L. Ben-Brahim, S. Tadakuma, and A. Akdag, "Speed control of induction motor without rotational transducers," IEEE Trans. Ind. Appl., vol. 35, no. 4, pp. 844-850, Jul./Aug. 1999.
    • (1999) IEEE Trans. Ind. Appl. , vol.35 , Issue.4 , pp. 844-850
    • Ben-Brahim, L.1    Tadakuma, S.2    Akdag, A.3
  • 19
    • 0031337216 scopus 로고    scopus 로고
    • "Sensorless control of induction motor using a neural network for speed estimation"
    • Guimaraes, Portugal
    • M. P. Kazmierkowski, D. L. Sobczuk, and P. Z. Filipek, "Sensorless control of induction motor using a neural network for speed estimation," in Proc. IEEE ISIE'97, vol. 3, Guimaraes, Portugal, 1997, pp. 1242-1246.
    • (1997) Proc. IEEE ISIE'97 , vol.3 , pp. 1242-1246
    • Kazmierkowski, M.P.1    Sobczuk, D.L.2    Filipek, P.Z.3
  • 20
    • 0036602026 scopus 로고    scopus 로고
    • "Model reference neural network controller for induction motor speed control"
    • Jun
    • T. Chen and T. Sheu, "Model reference neural network controller for induction motor speed control," IEEE Trans. Energy Convers., vol. 17, no. 2, pp. 157-163, Jun. 2002.
    • (2002) IEEE Trans. Energy Convers. , vol.17 , Issue.2 , pp. 157-163
    • Chen, T.1    Sheu, T.2
  • 21
    • 0035366525 scopus 로고    scopus 로고
    • "Speed-sensorless vector control of an induction motor using neural network speed estimation"
    • Jun
    • S. Kim, T. Park, J. Yoo, and G. Park, "Speed-sensorless vector control of an induction motor using neural network speed estimation," IEEE Trans. Ind. Electron., vol. 48, no. 3, pp. 609-614, Jun. 2001.
    • (2001) IEEE Trans. Ind. Electron. , vol.48 , Issue.3 , pp. 609-614
    • Kim, S.1    Park, T.2    Yoo, J.3    Park, G.4
  • 22
    • 34047100993 scopus 로고    scopus 로고
    • "Neural network identification scheme for speed sensor-less DTC induction motor drive system"
    • X. Ma and Z. Na, "Neural network identification scheme for speed sensor-less DTC induction motor drive system," in Proc. PIEMC, vol. 3, 2000. pp. 1242-1245.
    • (2000) Proc. PIEMC , vol.3 , pp. 1242-1245
    • Ma, X.1    Na, Z.2
  • 23
    • 0030110468 scopus 로고    scopus 로고
    • "Dynamic performance limitations for MRAS based sensorless induction motor drives. I. Stability analysis for the closed loop drive"
    • R. Blasco-Gimenez, G. M. Asher, M. Sumner, and K. J. Bradley, "Dynamic performance limitations for MRAS based sensorless induction motor drives. I. Stability analysis for the closed loop drive," Proc. IEE - Elect. Power Appl., vol. 143, no. 2, pp. 113-122, 1996.
    • (1996) Proc. IEE - Elect. Power Appl. , vol.143 , Issue.2 , pp. 113-122
    • Blasco-Gimenez, R.1    Asher, G.M.2    Sumner, M.3    Bradley, K.J.4
  • 24
    • 0027866266 scopus 로고
    • "Accuracy limitations of velocity and flux estimation in direct field oriented induction machines"
    • P. L. Jansen and R. D. Lorenz, "Accuracy limitations of velocity and flux estimation in direct field oriented induction machines," in Proc. EPE'93, 1993, pp. 312-318.
    • (1993) Proc. EPE'93 , pp. 312-318
    • Jansen, P.L.1    Lorenz, R.D.2
  • 25
    • 0005414186 scopus 로고
    • "Neural network in control application"
    • Ph.D. dissertation, Dept. Control Eng., Aalborg Univ., Aalborg East, Denmark
    • O. Sorensen, "Neural network in control application," Ph.D. dissertation, Dept. Control Eng., Aalborg Univ., Aalborg East, Denmark, 1994.
    • (1994)
    • Sorensen, O.1
  • 27
    • 19844381625 scopus 로고    scopus 로고
    • "Experimental verification of a technique for the real-time identification of induction motors based on the recursive least-squares"
    • Maribor, Slovenia, Jul. 3-5
    • M. Cirrincione and M. Pucci, "Experimental verification of a technique for the real-time identification of induction motors based on the recursive least-squares," in Proc. IEEE AMC'02, Maribor, Slovenia, Jul. 3-5, 2002, pp. 326-334.
    • (2002) Proc. IEEE AMC'02 , pp. 326-334
    • Cirrincione, M.1    Pucci, M.2
  • 28
    • 0028317779 scopus 로고
    • "A physically insightful approach to the design and accuracy assessment of flux observers for field oriented induction machine drives"
    • Jan./Feb
    • P. L. Jansen and R. D. Lorenz, "A physically insightful approach to the design and accuracy assessment of flux observers for field oriented induction machine drives," IEEE Trans. Ind. Appl., vol. 30, no. 1, pp. 101-110, Jan./Feb. 1994.
    • (1994) IEEE Trans. Ind. Appl. , vol.30 , Issue.1 , pp. 101-110
    • Jansen, P.L.1    Lorenz, R.D.2
  • 29
    • 0742286393 scopus 로고    scopus 로고
    • "A new adaptive integration methodology for estimating flux in induction machine drives"
    • Jan
    • M. Cirrincione, M. Pucci, G. Cirrincione, and G. A. Capolino, "A new adaptive integration methodology for estimating flux in induction machine drives," IEEE Trans. Power Electron., vol. 19, no. 1, pp. 25-34, Jan. 2004.
    • (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
  • 30
    • 0032165677 scopus 로고    scopus 로고
    • "New integration algorithms for estimating motor flux over a wide speed range"
    • Sep
    • J. Hu and B. Wu, "New integration algorithms for estimating motor flux over a wide speed range," IEEE Trans. Power Electron., vol. 13, no. 5, pp. 969-977, Sep. 1998.
    • (1998) IEEE Trans. Power Electron. , vol.13 , Issue.5 , pp. 969-977
    • Hu, J.1    Wu, B.2
  • 31
    • 0032678209 scopus 로고    scopus 로고
    • "Recurrent-neural-network-based implementation of a programmable cascaded low-pass filter used in stator flux synthesis of vector-controlled induction motor drive"
    • Jun
    • L. E. Borges de Silva, B. K. Bose, and J. O. P. Pinto, "Recurrent-neural-network-based implementation of a programmable cascaded low-pass filter used in stator flux synthesis of vector-controlled induction motor drive," IEEE Trans. Ind. Electron. vol. 46, no. 3, pp. 662-665, Jun. 1999.
    • (1999) IEEE Trans. Ind. Electron. , vol.46 , Issue.3 , pp. 662-665
    • Borges de Silva, L.E.1    Bose, B.K.2    Pinto, J.O.P.3
  • 32
    • 0035439080 scopus 로고    scopus 로고
    • "A stator-flux-oriented vector-controlled induction motor drive with space-vector PWM and flux-vector synthesis by neural network"
    • Sep./Oct
    • J. O. P. Pinto, B. K. Bose, and L. E. Borges de Silva, "A stator-flux-oriented vector-controlled induction motor drive with space-vector PWM and flux-vector synthesis by neural network," IEEE Trans. Ind. Appl., vol. 37, no. 5, pp. 1308-1318, Sep./Oct. 2001.
    • (2001) IEEE Trans. Ind. Appl. , vol.37 , Issue.5 , pp. 1308-1318
    • Pinto, J.O.P.1    Bose, B.K.2    Borges de Silva, L.E.3
  • 33
    • 0031335372 scopus 로고    scopus 로고
    • "A sensorless stator flux oriented vector controlled induction motor drive with neuro-fuzzy based performance enhancement"
    • Oct. 5-9
    • B. K. Bose and N. R. Patel, "A sensorless stator flux oriented vector controlled induction motor drive with neuro-fuzzy based performance enhancement," in Proc. IEEE-IAS Annu. Meeting, vol. 1, Oct. 5-9, 1997, pp. 393-400.
    • (1997) Proc. IEEE-IAS Annu. Meeting , vol.1 , pp. 393-400
    • Bose, B.K.1    Patel, N.R.2
  • 34
    • 0032121050 scopus 로고    scopus 로고
    • "Zero-speed tacholess IM torque control: Simply a matter of stator voltage integration"
    • Jul./Aug
    • K. D. Hurst, T. Hableter, G. Griva, and F. Profumo, "Zero-speed tacholess IM torque control: Simply a matter of stator voltage integration," IEEE Trans. Ind. Appl., vol. 34, no. 4, pp. 790-795, Jul./Aug. 1998.
    • (1998) IEEE Trans. Ind. Appl. , vol.34 , Issue.4 , pp. 790-795
    • Hurst, K.D.1    Hableter, T.2    Griva, G.3    Profumo, F.4
  • 35
    • 0242369006 scopus 로고    scopus 로고
    • "A new experimental application of least-squares techniques for the estimation of the induction motor parameters"
    • Sep./Oct
    • Cirrincione, M. Pucci, G. Cirrincione, and G. A. Capolino, "A new experimental application of least-squares techniques for the estimation of the induction motor parameters," IEEE Trans. Ind. Appl., vol. 39, no. 5, pp. 1247-1256, Sep./Oct. 2003.
    • (2003) IEEE Trans. Ind. Appl. , vol.39 , Issue.5 , pp. 1247-1256
    • Cirrincione, A.1    Pucci, M.2    Cirrincione, G.3    Capolino, G.A.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.