New Immune Algorithm and Application in Power Filter Optimization Design

被引:2
|
作者
Chen, Peng [1 ]
Li, Xin [2 ]
Ren, Shibin [1 ]
Li, Wenhua [1 ]
机构
[1] Hebei Univ Technol, Tianjin, Peoples R China
[2] Tianjin Vocat Inst, Tianjin, Peoples R China
关键词
Novel immune algorithm; Hybrid mutation; Optimization design; Power Filter;
D O I
10.4028/www.scientific.net/AMR.171-172.555
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, for multi-objective, with strategy of antibody concentration with sufficiency vector distance, a novel immune selection operator was given, and a scale variable hybrid mutation operator, which introduced the variable scale method in the hybrid mutation, was given also. The algorithm was applied in the optimization design of filter. To apply the algorithm, passive power filter structure was introduced first, and then optimization objective and constraints of filter was given as follows. With the optimization objective and constraints, for an experiment circuit, calculate using the algorithm and experiment was carried on. At last, Comparison of the algorithm with genetic algorithm and nonlinear programming was given, it shows that the algorithm has better performance of self-regulation, and could quickly converge to the global optimum. These results prove that the algorithm is effective and practicable using in multi-objective optimization design.
引用
收藏
页码:555 / +
页数:2
相关论文
共 50 条
  • [31] Reactive Power Optimization Based on Adaptive Immune Algorithm
    Lin, Jikeng
    Wang, Xudong
    INTERNATIONAL JOURNAL OF EMERGING ELECTRIC POWER SYSTEMS, 2009, 10 (04):
  • [32] Design of Digit Serial FIR Filter for Power Optimization
    Pusegaonkar, Samidha Shirish
    Bhure, Vipin S.
    2015 INTERNATIONAL CONFERENCE ON GREEN COMPUTING AND INTERNET OF THINGS (ICGCIOT), 2015, : 452 - 457
  • [33] A NEW ALGORITHM FOR FILTER DESIGN WITH TRANSFORMED VARIABLES
    OWENIER, KA
    FREQUENZ, 1986, 40 (11-12) : 322 - 325
  • [34] Bandwidth - Power Optimization Methodology for SFB Filter Design
    Shin, Hun-Do
    Ryu, Seung-Tak
    JOURNAL OF SEMICONDUCTOR TECHNOLOGY AND SCIENCE, 2012, 12 (01) : 88 - 98
  • [35] Power Efficiency and EMI Attenuation Optimization in Filter Design
    Ferber, Moises
    Mrad, Roberto
    Morel, Florent
    Pillonnet, Gael
    Vollaire, Christian
    Nagari, Angelo
    IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY, 2018, 60 (06) : 1811 - 1818
  • [36] LMS adaptive notch filter design based on immune algorithm
    Chen, XP
    Gao, JF
    ADVANCES IN NEURAL NETWORKS - ISNN 2004, PT 1, 2004, 3173 : 311 - 316
  • [37] A new evolutionary optimization algorithm for design of low power QPSK backscatter modulator
    Abiri, Ebrahim
    Dastanian, Rezvan
    Salehi, Mohammad Reza
    Taherinia, Khadije
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2015, 28 (06) : 2501 - 2507
  • [38] Reactive power optimization of power system based on adaptive immune algorithm
    Lin, Ji-Keng
    Li, Hong-Lu
    Luo, Shan-Shan
    Zheng, Wei-Hong
    Tianjin Daxue Xuebao (Ziran Kexue yu Gongcheng Jishu Ban)/Journal of Tianjin University Science and Technology, 2007, 40 (01): : 110 - 115
  • [39] IMMUNE GENETIC ALGORITHM PERFORMANCE IN OPTIMIZATION OF POWER FLOW IN POWER SYSTEMS
    Hoseinian, Hadi
    Lafzi, Amin
    Galvani, Sadjad
    ISTANBUL UNIVERSITY-JOURNAL OF ELECTRICAL AND ELECTRONICS ENGINEERING, 2010, 10 (02): : 1229 - 1234
  • [40] Application of an immune algorithm to multi-optimization problems
    Mori, K
    Tsukiyama, M
    Fukuda, T
    ELECTRICAL ENGINEERING IN JAPAN, 1998, 122 (02) : 30 - 37