Review of ANFIS-based control of induction motors
作者： M.K. Masood , Wooi Ping Hew , Nasrudin Abd. Rahim
关键词: Motor control 、 Fuzzy logic 、 Inference 、 Electronic speed control 、 Induction motor 、 Artificial neural network 、 Torque 、 Control theory 、 Computer science 、 Adaptive neuro fuzzy inference system
摘要: This paper reviews the use of Adaptive Neuro-Fuzzy Inference Systems ANFIS for vector-controlled induction motor drives. While conventional schemes do not deal well with highly nonlinear nature control, fuzzy logic its adjustability and neural networks their adaptability have been shown to be excellent alternatives. combines advantages yields results when used at various stages control process. The most prominent drives has parameter estimation, speed torque flux control. merits demerits these methods are examined. is intended serve as a reference researchers considering
acm.org
sci-hub.se 参考文章(79)
L.A. Cabrera, M.E. Elbuluk, I. Husain, Tuning the stator resistance of induction motors using artificial neural network power electronics specialists conference. ,vol. 12, pp. 779- 787 ,(1995) , 10.1109/63.622995
L. Ben-Brahim, R. Kurosawa, Identification of induction motor speed using neural networks power conversion conference. pp. 689- 694 ,(1993) , 10.1109/PCCON.1993.264173
M. Godoy Simoes, B.K. Bose, Neural network based estimation of feedback signals for a vector controlled induction motor drive ieee industry applications society annual meeting. ,vol. 31, pp. 620- 629 ,(1994) , 10.1109/IAS.1994.345442
T.G. Habetler, F. Profumo, M. Pastorelli, L.M. Tolbert, Direct torque control of induction machines using space vector modulation ieee industry applications society annual meeting. ,vol. 28, pp. 1045- 1053 ,(1991) , 10.1109/28.158828
Kang Shanlin, Zhuang Huanzhen, Kang Yuzhe, A novel control method for dynamic performance improvement of induction motor using neural network international conference on mechatronics and automation. pp. 3966- 3970 ,(2009) , 10.1109/ICMA.2009.5244870
S.K. Mondal, J.O.P. Pinto, B.K. Bose, A neural-network-based space-vector PWM controller for a three-level voltage-fed inverter induction motor drive ieee industry applications society annual meeting. ,vol. 38, pp. 660- 669 ,(2001) , 10.1109/TIA.2002.1003415
L. Romeral, A. Arias, E. Aldabas, M.G. Jayne, Novel direct torque control (DTC) scheme with fuzzy adaptive torque-ripple reduction IEEE Transactions on Industrial Electronics. ,vol. 50, pp. 487- 492 ,(2003) , 10.1109/TIE.2003.812352
A. Keyhani, H. Tsai, IGSPICE simulation of induction machines with saturable inductances IEEE Power & Energy Magazine. ,vol. 4, pp. 118- 125 ,(1989) , 10.1109/60.23162
Faa-Jeng Lin, Rong-Jong Wai, Hong-Pong Chen, A PM synchronous servo motor drive with an on-line trained fuzzy neural network controller IEEE Transactions on Energy Conversion. ,vol. 13, pp. 319- 325 ,(1998) , 10.1109/60.736317
Dumitru Stanciu, Cosmin Popescu, PWM Three-Level Inverter Control ieee international conference on automation, quality and testing, robotics. ,vol. 1, pp. 243- 247 ,(2006) , 10.1109/AQTR.2006.254534