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Emotional Learning Based Intelligent Controllers for Rotor Flux Oriented Control of Induction Motor

Rohollah Abdollahi, Reza Farhangi, Ali Yarahmadi
2014 Journal of Electrical Engineering  
This paper presents design and evaluation of a novel approach based on emotional learning to improve the speed control system of rotor flux oriented control of induction motor. The controller includes a neuro-fuzzy system with speed error and its derivative as inputs. A fuzzy critic evaluates the present situation, and provides the emotional signal (stress). The controller modifies its characteristics so that the critics stress is reduced. The comparative simulation results show that the
more » ... how that the proposed controller is more robust and hence found to be a suitable replacement of the conventional PI controller for the high performance industrial drive applications.
doi:10.2478/jee-2014-0035 fatcat:achdra3nhrh7fp2uzxvoayrf2i