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

@article{Hong2006DevelopmentOA,
  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},
  year={2006},
  pages={2459-2464}
}
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

Citations

Publications citing this paper.
Showing 1-10 of 10 extracted citations

Modeling and control of an electric arc furnace

2007 Mediterranean Conference on Control & Automation • 2007
View 5 Excerpts
Highly Influenced

Predicting foaming slag quality in electric arc furnace using power quality indices and ANFIS

2010 18th Iranian Conference on Electrical Engineering • 2010
View 7 Excerpts
Highly Influenced

Electric arc current control for an electric arc furnace based on fuzzy logic

2015 IEEE 10th Jubilee International Symposium on Applied Computational Intelligence and Informatics • 2015
View 1 Excerpt

Synthesis and software implementation of electric arc furnace electrodes motion control system

2015 IEEE 8th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS) • 2015
View 1 Excerpt

Research on Fuzzy-PID control strategy for AC arc furnace electrode regulator system

2010 2nd International Conference on Industrial and Information Systems • 2010
View 1 Excerpt

References

Publications referenced by this paper.
Showing 1-10 of 13 references

Passino , “ Adaptive control for a class of nonlinear system with a time - vary structure

Zhang DaoCheng Liu XiaoHe
Journal of System Simulation • 2004

Research on discrete-time adaptive control of electrode regulator system of are furnace

Liu XiaoHe, Zhang DaoCheng
Journal of System Simulation,.vol.16,no.4,pp.634-636,2004. • 2004
View 1 Excerpt

Application of hierarchal intelligent control in the control system of furnace

Deng HongGui, Luo An, Ding JiaFeng, Liu LianHao
Journal of Electric Power System automation,.vol.15,no.4, pp.51-54,2003. • 2003
View 1 Excerpt

Fuzzy based automatic control system for an electric arc furnace

T.R.Rangaswamy, J.Shanmugam, K. P. Mohammed
ISA TECH/EXPO Technology Update Congress Proceeding. ,vol.4, pp.347-357, 2001. • 2001
View 1 Excerpt

Similar Papers

Loading similar papers…