Title :
A hybrid Neuro-Fuzzy — P.I. speed controller for B.L.D.C. enriched with an integral steady state error eliminator
Author :
Mansouri, M. ; Kaboli, S. Hr Aghay ; Ahmadian, J. ; Selvaraj, Jeyraj
Author_Institution :
Univ. of Malaya, Kuala Lumpur, Malaysia
Abstract :
This paper is subject to present a hybrid Neuro-Fuzzy (N.F.) - P.I. fed Controller for controlling the speed of B.L.D.C. (Brush Less D.C.) motors to evolve the drives controlling performance at both transient and steady state conditions by considering a paralleled robust integral S.S.E.E. (Steady State Error Eliminator) to enrich the whole controlling process. In the presented hybrid system, P.I. N.F.C. is the main controller loop while the paralleled integral S.S.E.E. controller reimburses the steady state errors. The presented B.L.D.C. drive contains the capabilities of quick tracking, small steady state error and high stability despite of all load and parameter variations. MATLAB simulation results depict the impressiveness of the presented controlling system.
Keywords :
PI control; angular velocity control; brushless DC motors; control system synthesis; fuzzy control; load regulation; machine control; neurocontrollers; nonlinear control systems; robust control; tracking; BLDC motor drives; MATLAB simulation; PINFC; brushless DC motors; controller loop; hybrid neuro-fuzzy PI speed controller; integral steady state error eliminator; paralleled robust integral SSEE controller; paralleled robust integral steady state error eliminator; parameter variations; steady state conditions; transient conditions; B.L.D.C. Speed Control; Hybrid Neuro-Fuzzy; Integral Steady State Error Elimination; Nonlinear Control;
Conference_Titel :
Control System, Computing and Engineering (ICCSCE), 2012 IEEE International Conference on
Conference_Location :
Penang
Print_ISBN :
978-1-4673-3142-5
DOI :
10.1109/ICCSCE.2012.6487147