Genetic Algorithm for Selective Harmonic Elimination PWM Control

被引:1
|
作者
Zhang, Wenyi [1 ]
Meng, Xiaodan [1 ]
Jiang, Liao [2 ]
机构
[1] Harbin Engn Univ, Harbin, Peoples R China
[2] Daya Bay Nucl Power Management Co Ltd, Shenzhen, Peoples R China
基金
黑龙江省自然科学基金;
关键词
Nonlinear equations; Genetic algorithms; Hybrid genetic algorithm; REDUCTION;
D O I
10.1007/978-3-642-54924-3_75
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The paper presents an optimal solution for eliminating pre-specified order of harmonics from three-phase inverter. One solution to this problem is the selective harmonic elimination, which is required to solve multiple nonlinear equations simultaneously. Genetic algorithm (GA) technique is introduced to minimize the computational burden associated with the nonlinear transcendental equations of the Selective harmonic elimination pulse-width modulation (SHE-PWM) method and initial values are not properly guessed. However, the convergence speed is relatively slow and code length has great influence on the accuracy. In this paper, the hybrid GA method based on the refinement of the genetic algorithms results through the Newton-Raphson method was used to simultaneously solve the nonlinear equations. Simulation research on harmonic elimination model was carried out by Matlab software. The results show a considerable effect on decrease in the total harmonic distortion. The proposed algorithm could calculate switching angles efficiently resulting in fast convergence.
引用
收藏
页码:799 / 809
页数:11
相关论文
共 50 条
  • [31] Multilevel selective harmonic elimination PWM technique in the nine level voltage inverter
    Khoukha, Imarazene
    Hachemi, Chekireb
    El Madjid, Berkouk
    [J]. 2007 INTERNATIONAL CONFERENCE ON COMPUTER ENGINEERING & SYSTEMS: ICCES '07, 2007, : 387 - +
  • [32] Non-symmetrical selective harmonic elimination PWM techniques: The unipolar waveform
    Dahidah, Mohamed S. A.
    Agelidis, Vassihos G.
    [J]. 2007 IEEE POWER ELECTRONICS SPECIALISTS CONFERENCE, VOLS 1-6, 2007, : 1885 - 1891
  • [33] Three-level Converters with Selective Harmonic Elimination PWM for HVDC Application
    Beza, Mebtu
    Norrga, Staffan
    [J]. 2010 IEEE ENERGY CONVERSION CONGRESS AND EXPOSITION, 2010, : 3746 - 3753
  • [34] Multi Carrier PWM and Selective Harmonic Elimination technique for Cascade Multilevel Inverter
    Gupta, Hemant
    Yadav, Arvind
    Maurya, Sanjay
    [J]. PROCEEDINGS OF THE 2016 IEEE 2ND INTERNATIONAL CONFERENCE ON ADVANCES IN ELECTRICAL & ELECTRONICS, INFORMATION, COMMUNICATION & BIO INFORMATICS (IEEE AEEICB-2016), 2016, : 98 - 102
  • [35] Circulating Current Control for Modular Multilevel Converters With (N+1) Selective Harmonic Elimination-PWM
    Perez-Basante, Angel
    Ceballos, Salvador
    Konstantinou, Georgios
    Pou, Josep
    Sanchez-Ruiz, Alain
    Lopez, Iraide
    de Alegria, Inigo Martinez
    [J]. IEEE TRANSACTIONS ON POWER ELECTRONICS, 2020, 35 (08) : 8712 - 8725
  • [36] Generalized Formulations and Solving Techniques for Selective Harmonic Elimination PWM Strategy: A Review
    Rai N.
    Chakravorty S.
    [J]. Journal of The Institution of Engineers (India): Series B, 2019, 100 (06): : 649 - 664
  • [37] A type of inverter power supply based on harmonic elimination PWM control
    张开如
    邢呈呈
    刘相楠
    [J]. Journal of Measurement Science and Instrumentation, 2013, (01) : 68 - 73
  • [38] SOLVING NONLINEAR EQUATIONS OF HARMONIC ELIMINATION PWM IN POWER-CONTROL
    ENJETI, P
    LINDSAY, JF
    [J]. ELECTRONICS LETTERS, 1987, 23 (12) : 656 - 657
  • [39] TRANSPUTER BASED HARMONIC-ELIMINATION PWM CONTROL OF INVERTER DRIVES
    BOWES, SR
    CLARK, PR
    [J]. CONFERENCE RECORD OF THE 1989 IEEE INDUSTRY APPLICATIONS SOCIETY ANNUAL MEETING, PTS 1-2, 1989, : 744 - 752
  • [40] Harmonic Elimination for Constrained Optimal PWM
    Huang, Han
    Hu, Shiyan
    Czarkowski, Dariusz
    [J]. IECON 2004: 30TH ANNUAL CONFERENCE OF IEEE INDUSTRIAL ELECTRONICS SOCIETY, VOL 3, 2004, : 2702 - 2705