Development of AC Electric Arc-Furnace Control System Based on Fuzzy Neural Network

  title={Development of AC Electric Arc-Furnace Control System Based on Fuzzy Neural Network},
  author={Zhennan Hong and Yifa Sheng and Junhong Li and Masao Kasuga and Liang Zhao},
  journal={2006 International Conference on Mechatronics and Automation},
Aimed at the characteristics of strong nonlinearity, uncertainty, time-variance and serious interconnection etc for AC electric arc-furnace (EAF). A new control method is put forward, in which fuzzy-neural network is applied. Mamdani fuzzy model is adopted in the control system, its structure has four layers. According to the gradient descent strategy, the variable learning speed algorithm of the off-line is used to seek for the better parameters of membership function and the weights of the… CONTINUE READING


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