Multi-Objective Optimization Based Approaches for Hybrid Power Filter Design

被引:0
|
作者
Imani, Hamid Reza [1 ]
Mohamed, Azah [1 ]
Shreef, Hussain [1 ]
Eslami, Mahdiyeh [1 ]
机构
[1] Univ Kebangsaan Malaysia, Dept Elect Elect & Syst Engn, Bangi, Malaysia
关键词
Hybrid Power Filter; Multi-Objective Optimization; NSGA-II; SPEA2; Harmonic Filtering; Power Factor Correction; EVOLUTIONARY ALGORITHMS; CURRENT HARMONICS; COMPENSATION;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper introduces an optimal hybrid power filter design method to compensate simultaneously current harmonics and reactive power of a nonlinear load. The hybrid power filter consists of a passive RL low-pass filter placed in series with the load and an active filter which has RL elements connected in series with insulated gate bipolar transistors (IGBT) based voltage source converter. The filter is supposed to inject a current into the connection node of the load and grid in order to eliminate current harmonics and its imaginary current. The voltage source converter is placed in a hysteresis feedback control loop to generate the reference current. The band width and output amplitude of the hysteresis controller are optimized with inductance of RL filters. In solving the optimization problem, three objective functions are considered which include minimizing current total harmonic distortion (THD), maximizing power factor and minimizing the IGBT bridge current. The two optimization methods applied are non-dominated sorting genetic algorithm-II (NSGA-II) and strength Pareto evolutionary algorithm2 (SPEA2) methods. The results of the two optimization methods are compared and it is shown that the SPEA2 method gives the best performance in terms of minimizing current THD, maximizing the power factor and reducing IGBT bridge current.
引用
下载
收藏
页数:5
相关论文
共 50 条
  • [41] LEO navigation augmentation constellation design with the multi-objective optimization approaches
    Yi HAN
    Lei WANG
    Wenju FU
    Haitao ZHOU
    Tao LI
    Beizhen XU
    Ruizhi CHEN
    Chinese Journal of Aeronautics , 2021, (04) : 265 - 278
  • [42] LEO navigation augmentation constellation design with the multi-objective optimization approaches
    Yi HAN
    Lei WANG
    Wenju FU
    Haitao ZHOU
    Tao LI
    Beizhen XU
    Ruizhi CHEN
    Chinese Journal of Aeronautics, 2021, 34 (04) : 265 - 278
  • [43] Multi-objective robust design of vehicle structure based on multi-objective particle swarm optimization
    Liu, Haichao
    Jin, Xiangjie
    Zhang, Fagui
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2020, 39 (06) : 9063 - 9071
  • [44] Design and Optimization of Hybrid Excitation Synchronous Machine Based on Multi-objective Genetic Algorithm
    Yang, Zhishuo
    Zhao, Wenliang
    Liu, Yan
    Wang, Xiuhe
    Kwon, Byung-il
    2020 IEEE STUDENT CONFERENCE ON ELECTRIC MACHINES AND SYSTEMS (SCEMS 2020), 2020, : 124 - 129
  • [45] Multi-swarm multi-objective optimization based on a hybrid strategy
    Sedarous, Shery
    El-Gokhy, Sherin M.
    Sallam, Elsayed
    ALEXANDRIA ENGINEERING JOURNAL, 2018, 57 (03) : 1619 - 1629
  • [46] Parameter Design And Multi-objective Optimization of Shunt Active Filter Switching Harmonic Filter Based on Genetic Algorithm
    Wu Jian
    Li Xiaomeng
    Xu Dianguo
    Duan Guangren
    2011 INTERNATIONAL CONFERENCE ON ELECTRONICS, COMMUNICATIONS AND CONTROL (ICECC), 2011, : 1562 - 1567
  • [47] Multi-objective optimization design of a compliant microgripper based on hybrid teaching learning-based optimization algorithm
    Nhat Linh Ho
    Thanh-Phong Dao
    Ngoc Le Chau
    Shyh-Chour Huang
    Microsystem Technologies, 2019, 25 : 2067 - 2083
  • [48] Multi-objective optimization design of a compliant microgripper based on hybrid teaching learning-based optimization algorithm
    Nhat Linh Ho
    Thanh-Phong Dao
    Ngoc Le Chau
    Huang, Shyh-Chour
    MICROSYSTEM TECHNOLOGIES-MICRO-AND NANOSYSTEMS-INFORMATION STORAGE AND PROCESSING SYSTEMS, 2019, 25 (05): : 2067 - 2083
  • [49] Multi-objective optimization of hybrid PV/wind power supply system
    Key Laboratory of Power System Protection and Dynamic Security Monitoring and Control, North China Electric Power University, Beijing 102206, China
    Dianli Xitong Zidonghue, 2009, 17 (86-90):
  • [50] Multi-Objective Optimization of User Association in HetNets With Hybrid Power Supply
    Tang, Liangrui
    Hu, Hailin
    IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING, 2019, 3 (04): : 933 - 941