Title :
Efficiency optimization control of SynRM drive by LM-FNN controller
Author :
Choi, Jung-Sik ; Ko, Jau Sub ; Park, Ki-Tae ; Park, Byung-Sang ; Chung, Dong-Hwa
Author_Institution :
Dept. of Electr. Control Eng., Sunchon Nat. Univ., Sunchon
Abstract :
This paper is proposed an efficiency optimization control algorithm for a synchronous reluctance motor(SynRM) which minimizes the copper and iron losses. The design of the speed controller based on learning mechanism-fuzzy neural networks(LM-FNN) controller that is implemented using adaptive, fuzzy control and neural networks. The control performance of the LM-FNN controller is evaluated by analysis for various operating conditions. Analysis results are presented to show the validity of the proposed algorithm.
Keywords :
optimal control; reluctance motor drives; variable speed drives; LM-FNN controller; SynRM drive; efficiency optimization control algorithm; learning mechanism-fuzzy neural networks controller; synchronous reluctance motor; Control engineering; Copper; Induction motors; Inverters; Iron; Machine vector control; Power electronics; Rotors; Synchronous motors; Torque control;
Conference_Titel :
Power Electronics, 2007. ICPE '07. 7th Internatonal Conference on
Conference_Location :
Daegu
Print_ISBN :
978-1-4244-1871-8
Electronic_ISBN :
978-1-4244-1872-5
DOI :
10.1109/ICPE.2007.4692412
