A Stochastic-Based FPGA Controller for an Induction Motor Drive With Integrated Neural Network Algorithms

@article{Zhang2008ASF,
  title={A Stochastic-Based FPGA Controller for an Induction Motor Drive With Integrated Neural Network Algorithms},
  author={Da Zhang and Hui Li},
  journal={IEEE Transactions on Industrial Electronics},
  year={2008},
  volume={55},
  pages={551-561}
}
This paper applies stochastic theory to the design and implementation of field-oriented control of an induction motor drive using a single field-programmable gate array (FPGA) device and integrated neural network (NN) algorithms. Normally, NNs are characterized as heavily parallel calculation algorithms that employ enormous computational resources and are less useful for economical digital hardware implementations. A stochastic NN structure is proposed in this paper for an FPGA implementation… CONTINUE READING
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