Title :
An efficient neuro-fuzzy speed controller for large industrial DC motor drives
Author :
Ismail, Abdulla ; Sharaf, A.M.
Author_Institution :
Electr. Eng. Dept., United Arab Emirates Univ., Al-Ain, United Arab Emirates
Abstract :
The paper presents a novel energy efficient neuro-fuzzy speed regulation scheme for permanent magnet DC motor and separately excited industrial type motor drives. The scheme comprises two loops: a neural network based dynamic speed reference tracking regulator and a supplementary motor dynamic output power tracking loop to ensure optimal efficient utilization of the full DC motor drive system.
Keywords :
DC motor drives; angular velocity control; fuzzy control; neurocontrollers; permanent magnet motors; power control; tracking; DC motor drive; industrial type motor drive; neural fuzzy control; neural network; output power tracking; permanent magnet DC motor; speed control; DC motors; Electrical equipment industry; Energy efficiency; Industrial control; Motor drives; Neural networks; Permanent magnet motors; Power generation; Regulators; Tracking loops;
Conference_Titel :
Control Applications, 2002. Proceedings of the 2002 International Conference on
Print_ISBN :
0-7803-7386-3
DOI :
10.1109/CCA.2002.1038745
