Intelligent Optimal Recurrent Wavelet Elman Neural Network Control System for Permanent-Magnet Synchronous Motor Servo Drive

@article{ElSousy2013IntelligentOR,
  title={Intelligent Optimal Recurrent Wavelet Elman Neural Network Control System for Permanent-Magnet Synchronous Motor Servo Drive},
  author={Fayez F. M. El-Sousy},
  journal={IEEE Transactions on Industrial Informatics},
  year={2013},
  volume={9},
  pages={1986-2003}
}
In this paper, an intelligent control system using recurrent wavelet-based Elman neural network (RWENN) for position control of permanent-magnet synchronous motor (PMSM) servo drive is proposed to achieve high precision tracking performance and to deal with the existence of uncertainties. The proposed intelligent optimal RWENN control system (IORWENNCS) incorporating an optimal controller, a RWENN controller and a robust controller. Based on the principle of optimal control, a position tracking… CONTINUE READING
Highly Cited
This paper has 56 citations. REVIEW CITATIONS

Citations

Publications citing this paper.
Showing 1-10 of 27 extracted citations

57 Citations

010203020142015201620172018
Citations per Year
Semantic Scholar estimates that this publication has 57 citations based on the available data.

See our FAQ for additional information.

References

Publications referenced by this paper.
Showing 1-10 of 64 references

Particle swarm optimization

  • J. Kennedy, R. Eberhart
  • Proc. IEEE Int. Conf. Neural Netw., 1995, pp…
  • 1995
Highly Influential
4 Excerpts

Quadratic optimization ofmotion coordination and control

  • R. Johansson
  • IEEE Trans. Automat. Contr., vol. 35, pp. 1197…
  • 1990
Highly Influential
5 Excerpts

Similar Papers

Loading similar papers…