A Method of Torque Ripple Suppression of SRM based on Model Predictive Control

Ruilin Yuan; Qiyuan Cheng; Shoujun Song; Lefei Ge; Xujing Zhao; Ruiqing Ma; Weiguo Liu

doi:10.1109/PRECEDE51386.2021.9681010

A Method of Torque Ripple Suppression of SRM based on Model Predictive Control

Ruilin Yuan, Qiyuan Cheng, Shoujun Song, Lefei Ge, Xujing Zhao, Ruiqing Ma, Weiguo Liu

School of Automation

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

8 Scopus citations

Abstract

In this paper, the suppression effect of model predictive control (MPC) algorithm on torque ripple of switched reluctance motor (SRM) is studied. Firstly, the flux linkage characteristics and static torque characteristics of SRM are obtained, and the mathematical model of SRM is established. Then the cost function is established to reduce torque ripple. Through the optimization calculation of the cost function, the control signal of minimizing the cost function is obtained. In the calculation stage of flux and torque prediction, compared with the traditional SRM model, the two-dimensional look-up table method is used to improve the accuracy of prediction. The principle of the control strategy is introduced, the simulation model is established, and the simulation results are compared with the traditional CCC control.

Original language	English
Title of host publication	6th IEEE International Conference on Predictive Control of Electrical Drives and Power Electronics, PRECEDE 2021
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	229-234
Number of pages	6
ISBN (Electronic)	9781665425575
DOIs	https://doi.org/10.1109/PRECEDE51386.2021.9681010
State	Published - 2021
Event	6th IEEE International Conference on Predictive Control of Electrical Drives and Power Electronics, PRECEDE 2021 - Jinan, China Duration: 20 Nov 2021 → 22 Nov 2021

Publication series

Name	6th IEEE International Conference on Predictive Control of Electrical Drives and Power Electronics, PRECEDE 2021

Conference

Conference	6th IEEE International Conference on Predictive Control of Electrical Drives and Power Electronics, PRECEDE 2021
Country/Territory	China
City	Jinan
Period	20/11/21 → 22/11/21

Keywords

Model predictive control
Switched reluctance motor
torque ripple

Access to Document

10.1109/PRECEDE51386.2021.9681010

Cite this

Yuan, R., Cheng, Q., Song, S., Ge, L., Zhao, X., Ma, R., & Liu, W. (2021). A Method of Torque Ripple Suppression of SRM based on Model Predictive Control. In 6th IEEE International Conference on Predictive Control of Electrical Drives and Power Electronics, PRECEDE 2021 (pp. 229-234). (6th IEEE International Conference on Predictive Control of Electrical Drives and Power Electronics, PRECEDE 2021). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/PRECEDE51386.2021.9681010

Yuan, Ruilin ; Cheng, Qiyuan ; Song, Shoujun et al. / A Method of Torque Ripple Suppression of SRM based on Model Predictive Control. 6th IEEE International Conference on Predictive Control of Electrical Drives and Power Electronics, PRECEDE 2021. Institute of Electrical and Electronics Engineers Inc., 2021. pp. 229-234 (6th IEEE International Conference on Predictive Control of Electrical Drives and Power Electronics, PRECEDE 2021).

@inproceedings{fb4aecf7ec35414a8c644e358be55b48,

title = "A Method of Torque Ripple Suppression of SRM based on Model Predictive Control",

abstract = "In this paper, the suppression effect of model predictive control (MPC) algorithm on torque ripple of switched reluctance motor (SRM) is studied. Firstly, the flux linkage characteristics and static torque characteristics of SRM are obtained, and the mathematical model of SRM is established. Then the cost function is established to reduce torque ripple. Through the optimization calculation of the cost function, the control signal of minimizing the cost function is obtained. In the calculation stage of flux and torque prediction, compared with the traditional SRM model, the two-dimensional look-up table method is used to improve the accuracy of prediction. The principle of the control strategy is introduced, the simulation model is established, and the simulation results are compared with the traditional CCC control.",

keywords = "Model predictive control, Switched reluctance motor, torque ripple",

author = "Ruilin Yuan and Qiyuan Cheng and Shoujun Song and Lefei Ge and Xujing Zhao and Ruiqing Ma and Weiguo Liu",

note = "Publisher Copyright: {\textcopyright} 2021 IEEE.; 6th IEEE International Conference on Predictive Control of Electrical Drives and Power Electronics, PRECEDE 2021 ; Conference date: 20-11-2021 Through 22-11-2021",

year = "2021",

doi = "10.1109/PRECEDE51386.2021.9681010",

language = "英语",

series = "6th IEEE International Conference on Predictive Control of Electrical Drives and Power Electronics, PRECEDE 2021",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "229--234",

booktitle = "6th IEEE International Conference on Predictive Control of Electrical Drives and Power Electronics, PRECEDE 2021",

}

Yuan, R, Cheng, Q, Song, S, Ge, L, Zhao, X, Ma, R & Liu, W 2021, A Method of Torque Ripple Suppression of SRM based on Model Predictive Control. in 6th IEEE International Conference on Predictive Control of Electrical Drives and Power Electronics, PRECEDE 2021. 6th IEEE International Conference on Predictive Control of Electrical Drives and Power Electronics, PRECEDE 2021, Institute of Electrical and Electronics Engineers Inc., pp. 229-234, 6th IEEE International Conference on Predictive Control of Electrical Drives and Power Electronics, PRECEDE 2021, Jinan, China, 20/11/21. https://doi.org/10.1109/PRECEDE51386.2021.9681010

A Method of Torque Ripple Suppression of SRM based on Model Predictive Control. / Yuan, Ruilin; Cheng, Qiyuan; Song, Shoujun et al.
6th IEEE International Conference on Predictive Control of Electrical Drives and Power Electronics, PRECEDE 2021. Institute of Electrical and Electronics Engineers Inc., 2021. p. 229-234 (6th IEEE International Conference on Predictive Control of Electrical Drives and Power Electronics, PRECEDE 2021).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - A Method of Torque Ripple Suppression of SRM based on Model Predictive Control

AU - Yuan, Ruilin

AU - Cheng, Qiyuan

AU - Song, Shoujun

AU - Ge, Lefei

AU - Zhao, Xujing

AU - Ma, Ruiqing

AU - Liu, Weiguo

PY - 2021

Y1 - 2021

N2 - In this paper, the suppression effect of model predictive control (MPC) algorithm on torque ripple of switched reluctance motor (SRM) is studied. Firstly, the flux linkage characteristics and static torque characteristics of SRM are obtained, and the mathematical model of SRM is established. Then the cost function is established to reduce torque ripple. Through the optimization calculation of the cost function, the control signal of minimizing the cost function is obtained. In the calculation stage of flux and torque prediction, compared with the traditional SRM model, the two-dimensional look-up table method is used to improve the accuracy of prediction. The principle of the control strategy is introduced, the simulation model is established, and the simulation results are compared with the traditional CCC control.

AB - In this paper, the suppression effect of model predictive control (MPC) algorithm on torque ripple of switched reluctance motor (SRM) is studied. Firstly, the flux linkage characteristics and static torque characteristics of SRM are obtained, and the mathematical model of SRM is established. Then the cost function is established to reduce torque ripple. Through the optimization calculation of the cost function, the control signal of minimizing the cost function is obtained. In the calculation stage of flux and torque prediction, compared with the traditional SRM model, the two-dimensional look-up table method is used to improve the accuracy of prediction. The principle of the control strategy is introduced, the simulation model is established, and the simulation results are compared with the traditional CCC control.

KW - Model predictive control

KW - Switched reluctance motor

KW - torque ripple

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BT - 6th IEEE International Conference on Predictive Control of Electrical Drives and Power Electronics, PRECEDE 2021

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Y2 - 20 November 2021 through 22 November 2021

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Yuan R, Cheng Q, Song S, Ge L, Zhao X, Ma R et al. A Method of Torque Ripple Suppression of SRM based on Model Predictive Control. In 6th IEEE International Conference on Predictive Control of Electrical Drives and Power Electronics, PRECEDE 2021. Institute of Electrical and Electronics Engineers Inc. 2021. p. 229-234. (6th IEEE International Conference on Predictive Control of Electrical Drives and Power Electronics, PRECEDE 2021). doi: 10.1109/PRECEDE51386.2021.9681010

A Method of Torque Ripple Suppression of SRM based on Model Predictive Control

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