Artificial Bee Colony Algorithm-Based Shunt Active Filter for Sinusoidal Supply and Trapezoidal Supply

被引:3
|
作者
Karthika, R. [1 ]
Kumar, V. Suresh [2 ]
机构
[1] Kammavar Sangam Coll Technol, Fac Elect & Elect Engn, Theni 625531, Tamil Nadu, India
[2] Thiagarajar Coll Engn, Dept Elect & Elect Engn, Madurai 625015, Tamil Nadu, India
关键词
SAF; current harmonics; DC-link voltage; THD; ABC algorithm; POWER-FACTOR CORRECTION; HARMONIC ELIMINATION; CONTROL STRATEGIES; SYSTEM; OPTIMIZATION; SCHEMES;
D O I
10.1142/S0218126618500160
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, a DC-link voltage tuning algorithm is introduced to control the shunt active filter (SAF) with sinusoidal and trapezoidal power supplies. The purpose of the proposed optimization algorithm is for tuning the PI controller and reducing the harmonics level. Artificial bee colony (ABC) algorithm is introduced for tuning the gain of the controller and the voltage variation of power converter by using PWM pulses. It regulates the DC-link voltage as per the signal harmonics and the active power loss of the system is reduced. Therefore, the accurate compensation current is injected by the SAF devices. The proposed ABC-PI controller-based harmonic compensation method is implemented in MATLAB/Simulink platform. Then, the Total Harmonic Distortion (THD) and the power factor are evaluated. The results of the proposed method are compared with PI controller and PSO-PI controller. The proposed method has fast DC-link voltage response, low THD and good power factor.
引用
收藏
页数:21
相关论文
共 50 条
  • [21] Application of the artificial bee colony algorithm-based projection pursuit method in statistical rock mass stability estimation
    Li, Haojin
    Li, Junjie
    Kang, Fei
    ENVIRONMENTAL EARTH SCIENCES, 2013, 68 (08) : 2337 - 2345
  • [22] Fractional Order Butterworth Filter Design using Artificial Bee Colony Algorithm
    Dwivedi, Atul Kumar
    Bhatt, Sandeep Kumar
    Ghosh, Subhojit
    2017 7TH INTERNATIONAL SYMPOSIUM ON EMBEDDED COMPUTING AND SYSTEM DESIGN (ISED), 2017,
  • [23] Optimization of PID Control for DC Motor Based On Artificial Bee Colony Algorithm
    Liao, Wudai
    Hu, Yingyue
    Wang, Haiquan
    2014 INTERNATIONAL CONFERENCE ON ADVANCED MECHATRONIC SYSTEMS (ICAMECHS), 2014, : 23 - 27
  • [24] A swap sequence based Artificial Bee Colony algorithm for Traveling Salesman Problem
    Khan, Indadul
    Maiti, Manas Kumar
    SWARM AND EVOLUTIONARY COMPUTATION, 2019, 44 : 428 - 438
  • [25] An Optimal Probabilistic Transformation of Belief Functions Based on Artificial Bee Colony Algorithm
    Song, Yafei
    Wang, Xiaodan
    Lei, Lei
    Xue, Aijun
    INTELLIGENT COMPUTING THEORY, 2014, 8588 : 91 - 100
  • [26] A Multiobjective Estimation of Distribution Algorithm Based on Artificial Bee Colony
    Novais, Fabiano T.
    Batista, Lucas S.
    Rocha, Agnaldo J.
    Guimaraes, Frederico G.
    2013 1ST BRICS COUNTRIES CONGRESS ON COMPUTATIONAL INTELLIGENCE AND 11TH BRAZILIAN CONGRESS ON COMPUTATIONAL INTELLIGENCE (BRICS-CCI & CBIC), 2013, : 415 - 421
  • [27] A Developed Artificial Bee Colony Algorithm Based on Cloud Model
    Jin, Ye
    Sun, Yuehong
    Ma, Hongjiao
    MATHEMATICS, 2018, 6 (04)
  • [28] Data feature selection based on Artificial Bee Colony algorithm
    Schiezaro, Mauricio
    Pedrini, Helio
    EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING, 2013,
  • [29] Generalized Opposition-Based Artificial Bee Colony Algorithm
    El-Abd, Mohammed
    2012 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2012,
  • [30] MS Location Estimation Based on the Artificial Bee Colony Algorithm
    Chen, Chien-Sheng
    Huang, Jen-Fa
    Huang, Nan-Chun
    Chen, Kai-Sheng
    SENSORS, 2020, 20 (19) : 1 - 17