Adaptive fuzzy-neural-network control for a DSP-based permanent magnet linear synchronous motor servo drive

@article{Lin2006AdaptiveFC,
  title={Adaptive fuzzy-neural-network control for a DSP-based permanent magnet linear synchronous motor servo drive},
  author={Faa-Jeng Lin and Po-Hung Shen},
  journal={IEEE Transactions on Fuzzy Systems},
  year={2006},
  volume={14},
  pages={481-495}
}
An adaptive fuzzy neural network (AFNN) control system is proposed to control the position of the mover of a field-oriented control permanent magnet linear synchronous motor (PMLSM) servo-drive system to track periodic reference trajectories in this paper. In the proposed AFNN control system, an FNN with accurate approximation capability is employed to approximate the unknown dynamics of the PMLSM, and a robust compensator is proposed to confront the inevitable approximation errors due to… CONTINUE READING
Highly Cited
This paper has 42 citations. REVIEW CITATIONS

Citations

Publications citing this paper.
Showing 1-10 of 24 extracted citations

Drag-free control for cold air thrusters based on variable universe adaptive fuzzy PID

2014 IEEE International Conference on Information and Automation (ICIA) • 2014
View 1 Excerpt

References

Publications referenced by this paper.
Showing 1-10 of 28 references

and F

C. H. Lin, W. D. Chou
J. Lin, “Adaptive hybrid control using recurrent neural network for a linear synchronous motor servo-drive system,” in IEE Proc. Control Theory Applications • 2001
View 4 Excerpts
Highly Influenced

and A

A. P. Maulana, H. Ohmori
Sano, “Friction compensation strategy via smooth adaptive dynamic surface control,” in IEEE Proc. CCA Conf. Rec. • 1999
View 4 Excerpts
Highly Influenced

Adaptive variable structure control and application to friction compensation,

S. Sankaranarayanan, F. Khorrami
IEEE Proc. CDC Conf. Rec., • 1997
View 4 Excerpts
Highly Influenced

and C

F. J. Lin, C. H. Lin
M. Hong, “Robust control of linear synchronous servo drive using disturbance observer and recurrent neural network compensator,” in IEE Proc. Electric Power Applications • 2000

A PM synchronous servo motor drive with an on-line trained fuzzy neural network controller,

F. J. Lin, R. J. Wai, H. P. Chen
IEEE Trans. Energy Convers., • 1998

Similar Papers

Loading similar papers…