Genetic Algorithm based PI controller tuning for induction motor drive with ANN flux estimator

@article{Rafiq2010GeneticAB,
  title={Genetic Algorithm based PI controller tuning for induction motor drive with ANN flux estimator},
  author={Md. Abdur Rafiq and N. K. Roy and Bashudeb Chandra Ghosh},
  journal={International Conference on Electrical & Computer Engineering (ICECE 2010)},
  year={2010},
  pages={490-493}
}
This paper presents a Genetic Algorithm (GA) based fast speed response controller for poly-phase induction motor drive. Here the proportional and integral gains of PI controller are optimized by GA to achieve quick speed response. An adaptive Recurrent Neural Network (RNN) with Real Time Recurrent Learning (RTRL) algorithm is proposed to estimate rotor flux. An online tuning scheme to update the weight of RNN is presented to overcome stator resistance variation problem. This tuning scheme… CONTINUE READING

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