TY - GEN
T1 - Vector Control Strategy of Permanent Magnet Synchronous Motor Based on Fuzzy PID Control
AU - Ji, Xiang
AU - Zou, Lin
AU - Li, Yahong
AU - Dong, Mingming
N1 - Publisher Copyright:
© 2023, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.
PY - 2023
Y1 - 2023
N2 - In recent years, the market demand for new energy vehicles is increasing, so more and more scholars are devoted to the research of this topic. Permanent magnet synchronous motors are widely used in the drive of electric vehicles because of their high efficiency and high power density. Therefore, the study of its control strategy is particularly important. The commonly used control strategy is vector control, but due to the complex working conditions faced by the vehicle, the traditional PID closed-loop control cannot meet the needs of real-time control. Based on the relevant theory of motor vector control and fuzzy PID control, this paper first builds a permanent magnet synchronous motor vector control model in Simulink, and validates the model by observing the electromagnetic torque changes during the simulation process and performing forward and reverse speed regulation. Then the fuzzy controller is designed to replace the traditional PID controller, and through simulation comparison, it is concluded that the model based on fuzzy PID has superior control performance and can solve the problem of real-time control extremely well.
AB - In recent years, the market demand for new energy vehicles is increasing, so more and more scholars are devoted to the research of this topic. Permanent magnet synchronous motors are widely used in the drive of electric vehicles because of their high efficiency and high power density. Therefore, the study of its control strategy is particularly important. The commonly used control strategy is vector control, but due to the complex working conditions faced by the vehicle, the traditional PID closed-loop control cannot meet the needs of real-time control. Based on the relevant theory of motor vector control and fuzzy PID control, this paper first builds a permanent magnet synchronous motor vector control model in Simulink, and validates the model by observing the electromagnetic torque changes during the simulation process and performing forward and reverse speed regulation. Then the fuzzy controller is designed to replace the traditional PID controller, and through simulation comparison, it is concluded that the model based on fuzzy PID has superior control performance and can solve the problem of real-time control extremely well.
KW - Fuzzy PID control
KW - Permanent magnet synchronous motor
KW - Simulation
KW - Vector control
UR - http://www.scopus.com/inward/record.url?scp=85176910707&partnerID=8YFLogxK
U2 - 10.1007/978-981-99-5203-8_34
DO - 10.1007/978-981-99-5203-8_34
M3 - Conference contribution
AN - SCOPUS:85176910707
SN - 9789819952021
T3 - Smart Innovation, Systems and Technologies
SP - 379
EP - 393
BT - Advanced Intelligent Technologies for Information and Communication - Proceedings of 3 International Conference on Advanced Intelligent Technologies ICAIT 2022
A2 - Nakamatsu, Kazumi
A2 - Kountchev, Roumen
A2 - Patnaik, Srikanta
A2 - Abe, Jair M.
PB - Springer Science and Business Media Deutschland GmbH
T2 - 3rd International Conference on Advanced Intelligent Technologies, ICAIT 2022
Y2 - 29 December 2022 through 31 December 2022
ER -