Abstract
Because of internal highly nonlinear characteristics in switched reluctance motor (SRM), it is difficult to obtain satisfying operating performance by using classical linear control methods. In this paper, a control method based on least square support vector machine (LS-SVM) is proposed. PI speed controller in SRM control system is taken place by a controller based on LS-SVM, which is generated from a group of input-output data LS-SVM algorithm trained. It can be concluded that SRM control system, based on the result of simulation in Matlab/Simulink, has good dynamic performance by using the speed controller based on LS-SVM.
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