This paper investigates the performance of an improved fuzzy logic controller (FLC) with a reduced rule base vector controlled permanent magnet synchronous motor (PMSM) drive. The FLC is developed with minimum rules to provide high performance operations due to less computational burden. Hybrid control has the advantage of integrating a superiority of two control techniques for better control performance. To enhance the performance of the PMSM drive system, a new control method, hybrid fuzzy logic controller, using minimum rule base is proposed. The proposed hybrid fuzzy logic controller based on accelerated fuzzy proportional plus integral and fuzzy proportional-integral-derivative is suitable for constant speed applications of a PMSM drive.
AissaouiAGAbidMAbidH (2007) A fuzzy logic controller for synchronous machine. Journal of Electrical Engineering58: 285–290.
2.
Amit Vilas SantRajagopalKR (2009) PM synchronous motor speed control using hybrid fuzzy PI with novel switching functions. IEEE Transactions on Magnetics45: 4672–4675.
3.
Anathamoorthy NP and Baskaran K (2012a) Simulation of PMSM based on current hysteresis PWM and fed PI controller. In International Conference on Computer Communication and Informatics (ICCCI), Coimbatore, India, 10–12 January 2012, pp. 804–808.
4.
AnanthamoorthyNPBaskaranK (2012b) Speed and torque control of PMSM using hybrid fuzzy PID controller. European Journal of Scientific Research85(2): 160–171.
5.
AnanthamoorthyNPBaskaranK (2012c) Performance analysis of PMSM drive using intelligent hybrid fuzzy controller. Life Science Journal9(1s): 112–120.
6.
BharathiYHRekhaBRBhaskarP (2008) Multi-input fuzzy logic controller for brushless DC motor drives. Defence Science Journal58(1): 147–158.
7.
Bhim Singh, Singh BP and Sanjeet Dwivedi (2006) DSP based implementation of hybrid speed controller for vector controlled permanent magnet synchronous motor drive. In Proceedings of the IEEE International Symposium on Industrial Electronics, Canada, 9–13 July 2006, pp. 2235–2241.
8.
Faiz J, Manoochehri M and Shahgholia Gh (2010) Performance improvement of a linear permanent magnet synchronous drive using fuzzy logic controller. In IEEE International Conference on Power System Technology, Hangzhou, China, 24–28 October 2010, pp. 1–5.
9.
JungJWKimTHChoiHH (2010) Speed control of a permanent magnet synchronous motor with a torque observer: a fuzzy approach. IET Control Theory Application4: 2971–2981.
10.
KarakayaAKarakasE (2008) Performance analysis of PM synchronous motor using fuzzy logic and self tuning fuzzy PI speed controls. The Arabian Journal for Science and Engineering33: 153–177.
11.
KumarVJoshiRR (2005) Hybrid controller based intelligent speed control of induction motor. Journal of Theoretical and Applied Information Technology71–75.
12.
Limei Wang, Mingxiu Tian and Yanping Gao (2007) Fuzzy self adapting PID control of PMSM servo system. In IEEE International Conference on Electric Machines & Drives, Antalya, Turkey, 3–5 May 2007, pp. 860–863.
13.
Liu Ting-Ting, TAN Yu, Gang WU, et al. (2009) Simulation model of PMSM vector control system based on Matlab/Simulink. In IEEE International Conference on Measuring Technology and Mechatronics Automation, Zhangjajie, China, 11–12 April 2009, pp. 343–346.
14.
Mohamed HAF and Hew WP (2000) A Fuzzy logic vector control of induction motor. In IEEE Conference on TENCON2000, Kuala Lumpur, Malaysia, 24–27 September 2000, vol. 3, pp. 324–328.
15.
PatilNJChileRHWaghmareLM (2010) Fuzzy adaptive controllers for speed control of PMSM drive. International Journal of Computer Applications1(11): 94–101.
16.
PillayPKrishnanR (1988) Modelling of permanent magnet motor drives. IEEE Transactions on Industrial Electronic35(4): 537–541.
17.
PillayPKrishnanR (1989) Modelling, simulation and analysis of permanent magnet synchronous motor drives, part i: the permanent magnet synchronous motor drive. IEEE Transactions on Industrial Applications25(2): 265–273.
18.
SilerWYingH (1989) Fuzzy control theory: the linear case. Fuzzy sets and systems 33275–290.
19.
SoundararajanASumathiA (2011) Fuzzy based intelligent controller for power generating stations. Journal of Vibration and Control17: 214–227.
20.
SoundararajanASumathiASivamuruganG (2012) Voltage and frequency control in power in generating system using hybrid evolutionary algorithms. Journal of Vibration and Control18: 214–227.
21.
Uddin MN and Rahman MA (1999) Fuzzy logic based speed control of an IPM synchronous motor drive. In IEEE Canadian Conference on Electrical and Computer Engineering, Edmonton, Canada, 9–12 May 1999, pp. 1259–1264.
22.
YingHSilerWBuckleyJJ (1990) Fuzzy control theory: the nonlinear case. Automatica26: 513–520.
