Analysis and Speed Ripple Mitigation of a Space Vector Pulse Width Modulation-Based Permanent Magnet Synchronous Motor with a Particle Swarm Optimization Algorithm

被引:13
作者
Liu, Xing [1 ]
Du, Jinhua [1 ]
Liang, Deliang [1 ]
机构
[1] Xi An Jiao Tong Univ, Sch Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Peoples R China
基金
中国国家自然科学基金;
关键词
speed ripple reduction; harmonic superposition; particle swarm optimization (PSO); DIRECT TORQUE CONTROL; REDUCTION; MACHINE; DESIGN; PMSM;
D O I
10.3390/en9110923
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
A method is proposed for reducing speed ripple of permanent magnet synchronous motors (PMSMs) controlled by space vector pulse width modulation (SVPWM). A flux graph and mathematics are used to analyze the speed ripple characteristics of the PMSM. Analysis indicates that the 6P (P refers to pole pairs of the PMSM) time harmonic of rotor mechanical speed is the main harmonic component in the SVPWM control PMSM system. To reduce PMSM speed ripple, harmonics are superposed on a SVPWM reference signal. A particle swarm optimization (PSO) algorithm is proposed to determine the optimal phase and multiplier coefficient of the superposed harmonics. The results of a Fourier decomposition and an optimized simulation model verified the accuracy of the analysis as well as the effectiveness of the speed ripple reduction methods, respectively.
引用
收藏
页数:15
相关论文
共 50 条
  • [21] Speed Ripple Minimization of Permanent Magnet Synchronous Motor Based on Model Predictive and Iterative Learning Controls
    Fei, Qiang
    Deng, Yongting
    Li, Hongwen
    Liu, Jing
    Shao, Meng
    IEEE ACCESS, 2019, 7 : 31791 - 31800
  • [22] Speed Optimization Control of a Permanent Magnet Synchronous Motor Based on TD3
    Hu, Zuolei
    Zhang, Yingjie
    Li, Ming
    Liao, Yuhua
    ENERGIES, 2025, 18 (04)
  • [23] A Direct Torque Control Scheme for Permanent Magnet Synchronous Motors Based on Space Vector Modulation
    Su Xiao-hui
    Xu Shu-Ping
    INTERNATIONAL CONFERENCE ON GRAPHIC AND IMAGE PROCESSING (ICGIP 2012), 2013, 8768
  • [24] Evaluation of hybrid controllers for space vector modulation-inverter driven permanent magnet synchronous motor-pump assembly
    Ganapathee, Mahalakshmi
    Alavandar, Srinivasan
    Kasinathan, Padmanathan
    Sowmmiya, U.
    Ramachandaramurthy, Vigna K.
    Pachaivannan, Nammalvar
    ISA TRANSACTIONS, 2022, 128 : 635 - 649
  • [25] Sensorless Vector Control of Permanent Magnet Synchronous Motor Based on Improved Hybrid Genetic Algorithm
    Wang, Minhsuan
    Chang, Weiyoung
    Yang, Haofei
    Yan, Wei
    2019 4TH INTERNATIONAL CONFERENCE ON CONTROL AND ROBOTICS ENGINEERING (ICCRE), 2019, : 21 - 26
  • [26] Optimization of High Speed Permanent Magnet Synchronous Motor Based on Co-simulation Method
    Zhou, Dawei
    Lu, Li
    Yang, Changqing
    2023 5TH ASIA ENERGY AND ELECTRICAL ENGINEERING SYMPOSIUM, AEEES, 2023, : 460 - 465
  • [27] Method for flux linkage optimization of permanent magnet synchronous motor based on nonlinear dynamic analysis
    Xie, Qian
    Mu, Changhui
    Wu, Gang
    Yu, Zhibin
    Yu, Yanan
    Jia, Rong
    NONLINEAR DYNAMICS, 2019, 97 (04) : 2067 - 2089
  • [28] A comparative experimental study of direct torque control based on adaptive fuzzy logic controller and particle swarm optimization algorithms of a permanent magnet synchronous motor
    Mesloub, H.
    Benchouia, M. T.
    Golea, A.
    Golea, N.
    Benbouzid, M. E. H.
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2017, 90 (1-4) : 59 - 72
  • [29] Simplified Deadbeat Predictive Torque Control Based on Discrete Space Vector Modulation for Driving an Open-End Winding Permanent Magnet Synchronous Motor
    Lee, Hyung-Woo
    Hwang, Jun-Ho
    Lee, Kyo-Beum
    IEEJ JOURNAL OF INDUSTRY APPLICATIONS, 2024, 13 (03) : 308 - 316
  • [30] Distance-Based Intelligent Particle Swarm Optimization for Optimal Design of Permanent Magnet Synchronous Machine
    Lee, Jin Hwan
    Kim, Jong-Wook
    Song, Jun-Young
    Kim, Dae-Woo
    Kim, Yong-Jae
    Jung, Sang-Yong
    IEEE TRANSACTIONS ON MAGNETICS, 2017, 53 (06)