Adaptive Fuzzy Logic Controller for Harmonics Mitigation Using Particle Swarm Optimization

被引:4
作者
Rafique, Waleed [1 ]
Khan, Ayesha [2 ]
Almogren, Ahmad [3 ]
Arshad, Jehangir [1 ]
Yousaf, Adnan [4 ]
Jaffery, Mujtaba Hussain [1 ]
Rehman, Ateeq Ur [5 ]
Shafiq, Muhammad [6 ]
机构
[1] COMSATS Univ Islamabad, Dept Elect & Comp Engn, Lahore Campus, Lahore 54000, Pakistan
[2] Lahore Univ Management Sci, Syed Babar Ali Sch Sci & Engn, Lahore 54000, Pakistan
[3] King Saud Univ, Coll Comp & Informat Sci, Dept Comp Sci, Riyadh 11633, Saudi Arabia
[4] Super Univ, Dept Elect Engn, Lahore 54000, Pakistan
[5] Govt Coll Univ, Dept Elect Engn, Lahore 54000, Pakistan
[6] Yeungnam Univ, Dept Informat & Commun Engn, Gyongsan 38541, South Korea
来源
CMC-COMPUTERS MATERIALS & CONTINUA | 2022年 / 71卷 / 03期
关键词
Harmonics compensation; soft computing technique; hybrid fuzzy PSO based PI controller; HSAPF; power quality; ACTIVE POWER FILTER;
D O I
10.32604/cmc.2022.023588
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
An excessive use of non-linear devices in industry results in current harmonics that degrades the power quality with an unfavorable effect on power system performance. In this research, a novel control techniquebased Hybrid-Active Power-Filter (HAPF) is implemented for reactive power compensation and harmonic current component for balanced load by improving the Power-Factor (PF) and Total-Hormonic Distortion (THD) and the performance of a system. This work proposed a soft-computing technique based on Particle Swarm-Optimization (PSO) and Adaptive Fuzzy technique to avoid the phase delays caused by conventional control methods. Moreover, the control algorithms are implemented for an instantaneous reactive and active current (Id-Iq) and power theory (Pq0) in SIMULINK. To prevent the degradation effect of disturbances on the system's performance, PS0-PI is applied in the inner loop which generate a required dc link-voltage. Additionally, a comparative analysis of both techniques has been presented to evaluate and validate the performance under balanced load conditions. The presented result concludes that the Adaptive Fuzzy PI controller performs better due to the non-linearity and robustness of the system. Therefore, the gains taken from a tuning of the PSO based PI controller optimized with Fuzzy Logic Controller (FLC) are optimal that will detect reactive power and harmonics much faster and accurately. The proposed hybrid technique minimizes distortion by selecting appropriate switching pulses for VSI (Voltage Source Inverter), and thus the simulation has been taken in SIMULINK/MATLAB. The proposed technique gives better tracking performance and robustness for reactive power compensation and harmonics mitigation. As a result of the comparison, it can be concluded that the PSO-basedAdaptive Fuzzy PI system produces accurate results with the lower THD and a power factor closer to unity than other techniques.
引用
收藏
页码:4275 / 4293
页数:19
相关论文
共 31 条
  • [1] The integration of telecommunication and dissemination networks
    Al-Mogren, Ahmad S.
    [J]. INTERNATIONAL JOURNAL OF COMMUNICATION NETWORKS AND DISTRIBUTED SYSTEMS, 2010, 4 (03) : 331 - 344
  • [2] Alanazi D., 2019, INT C SYST REL SAF R, P308
  • [3] Optimal design for hybrid active power filter using particle swarm optimization
    Alloui N.
    Fetha C.
    [J]. Trans. Electr. Electron. Mater., 3 (129-135): : 129 - 135
  • [4] [Anonymous], 2012, INT J COMPUTER APPL, DOI DOI 10.5120/6147-8519
  • [5] Spectral Efficiency Augmentation in Uplink Massive MIMO Systems by Increasing Transmit Power and Uniform Linear Array Gain
    Arshad, Jehangir
    Rehman, Abdul
    Rehman, Ateeq Ur
    Ullah, Rehmat
    Hwang, Seong Oun
    [J]. SENSORS, 2020, 20 (17) : 1 - 15
  • [6] Arunsankar G., 2019, J RENEWABLE SUSTAIN, V11, P1
  • [7] Design and analysis of robust fuzzy logic maximum power point tracking based isolated photovoltaic energy system
    Asif, Rao Muhammad
    Rehman, Ateeq Ur
    Rehman, Saif Ur
    Arshad, Jehangir
    Hamid, Jamshaid
    Sadiq, Muhammad Tariq
    Tahir, Sohaib
    [J]. ENGINEERING REPORTS, 2020, 2 (09)
  • [8] Design, Simulation and Hardware Implementation of Shunt Hybrid Compensator Using Synchronous Rotating Reference Frame (SRRF)-Based Control Technique
    Balasubramanian, R.
    Parkavikathirvelu, K.
    Sankaran, R.
    Amirtharajan, Rengarajan
    [J]. ELECTRONICS, 2019, 8 (01)
  • [9] Debnath S., 2013, INT J ARTIFICIAL INT, V4, P37
  • [10] Shunt hybrid active power filter under nonideal voltage based on fuzzy logic controller
    Dey, Papan
    Mekhilef, Saad
    [J]. INTERNATIONAL JOURNAL OF ELECTRONICS, 2016, 103 (09) : 1580 - 1592