Neural network implementation of a fuzzy logic controller

@article{Buja1993NeuralNI,
  title={Neural network implementation of a fuzzy logic controller},
  author={Giuseppe Buja},
  journal={Proceedings of IECON '93 - 19th Annual Conference of IEEE Industrial Electronics},
  year={1993},
  pages={414-417 vol.1}
}
Fuzzy logic is an attractive technique for plant control but suffers from complex data processing. A solution to this problem is here presented and consists in implementing a fuzzy logic controller (FLC) on a neural network (NN). As an example, a DC drive is considered. After designing a FLC for controlling the drive speed, a NN is trained by supervision to learn the input-output relationship of the FLC. It is found that a NN with few neurons implements the relationship very well. Equipment is… CONTINUE READING

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