TY - GEN
T1 - Novel Design Technique of Fuzzy Adaptive PI Regulator for Permanent Magnet Synchronous Motor
AU - Huo, Da
AU - Yang, Zhibo
AU - Wang, Yuchao
AU - Wang, Bing
AU - Gong, Chao
N1 - Publisher Copyright:
© 2023, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.
PY - 2023
Y1 - 2023
N2 - The traditional proportional integral (PI) controllers used for vector control of permanent magnet synchronous motors (PMSM) are characterized by poor adaptability, unsatisfying the requirement of optimal control. To solve the issue, this paper proposes a fuzzy adaptive PI regulator to regulate the machine speed. By designing the components of the fuzzy adaptive PI regulator, which include fuzzification, fuzzy control rules, membership functions and defuzzification, the structure of the controller is established. Besides, in terms of the problem that it is difficult to tune the parameters of the fuzzy adaptive PI regulator, a parameter tuning method based on classic control theory is proposed. The proposed parameter design method is able to maintain the system to keep stable during the whole control process and improve the dynamics of the system. It is easy to implement in practice. Finally, simulation results prove that the proposed fuzzy adaptive control and the parameter tuning methods are effective.
AB - The traditional proportional integral (PI) controllers used for vector control of permanent magnet synchronous motors (PMSM) are characterized by poor adaptability, unsatisfying the requirement of optimal control. To solve the issue, this paper proposes a fuzzy adaptive PI regulator to regulate the machine speed. By designing the components of the fuzzy adaptive PI regulator, which include fuzzification, fuzzy control rules, membership functions and defuzzification, the structure of the controller is established. Besides, in terms of the problem that it is difficult to tune the parameters of the fuzzy adaptive PI regulator, a parameter tuning method based on classic control theory is proposed. The proposed parameter design method is able to maintain the system to keep stable during the whole control process and improve the dynamics of the system. It is easy to implement in practice. Finally, simulation results prove that the proposed fuzzy adaptive control and the parameter tuning methods are effective.
KW - Dynamics
KW - Fuzzy adaptive PI
KW - Parameter tuning
KW - Permanent magnet synchronous machine
UR - http://www.scopus.com/inward/record.url?scp=85151123223&partnerID=8YFLogxK
U2 - 10.1007/978-981-99-0553-9_68
DO - 10.1007/978-981-99-0553-9_68
M3 - 会议稿件
AN - SCOPUS:85151123223
SN - 9789819905522
T3 - Lecture Notes in Electrical Engineering
SP - 657
EP - 669
BT - Proceedings of the 3rd International Symposium on New Energy and Electrical Technology
A2 - Cao, Wenping
A2 - Hu, Cungang
A2 - Chen, Xiangping
PB - Springer Science and Business Media Deutschland GmbH
T2 - 3rd International Symposium on New Energy and Electrical Technology, ISNEET 2022
Y2 - 25 August 2022 through 27 August 2022
ER -