Torque Ripple Minimization in a Switched Reluctance Drive by Neuro-Fuzzy Compensation
<|reference_start|>Torque Ripple Minimization in a Switched Reluctance Drive by Neuro-Fuzzy Compensation: Simple power electronic drive circuit and fault tolerance of converter are specific advantages of SRM drives, but excessive torque ripple has limited its use to special applications. It is well known that controlling the current shape adequately can minimize the torque ripple. This paper presents a new method for shaping the motor currents to minimize the torque ripple, using a neuro-fuzzy compensator. In the proposed method, a compensating signal is added to the output of a PI controller, in a current-regulated speed control loop. Numerical results are presented in this paper, with an analysis of the effects of changing the form of the membership function of the neuro-fuzzy compensator.<|reference_end|>
@article{henriques2000torque,
    title={Torque Ripple Minimization in a Switched Reluctance Drive by Neuro-Fuzzy
  Compensation},
    author={L. Henriques, L. Rolim, W. Suemitsu, P. J. Costa Branco, J. A. Dente},
    journal={arXiv preprint arXiv:cs/0010003},
    year={2000},
    doi={10.1109/20.908911},
    archivePrefix={arXiv},
    eprint={cs/0010003},
    primaryClass={cs.RO cs.LG}
}