Particle swarm optimization algorithm-based PI inverter controller for a grid-connected PV system

被引:28
作者
Roslan, M. F. [1 ]
Al-Shetwi, Ali Q. [2 ,3 ]
Hannan, M. A. [1 ]
Ker, P. J. [2 ]
Zuhdi, A. W. M. [2 ]
机构
[1] Univ Tenaga Nas, Dept Elect Power Engn, Kajang, Selangor, Malaysia
[2] Univ Tenaga Nas, Inst Sustainable Energy, Kajang, Selangor, Malaysia
[3] Fahad bin Sultan Univ, Dept Elect Engn, Tabuk, Saudi Arabia
来源
PLOS ONE | 2020年 / 15卷 / 12期
关键词
PERFORMANCE;
D O I
10.1371/journal.pone.0243581
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The lack of control in voltage overshoot, transient response, and steady state error are major issues that are frequently encountered in a grid-connected photovoltaic (PV) system, resulting in poor power quality performance and damages to the overall power system. This paper presents the performance of a control strategy for an inverter in a three-phase grid-connected PV system. The system consists of a PV panel, a boost converter, a DC link, an inverter, and a resistor-inductor (RL) filter and is connected to the utility grid through a voltage source inverter. The main objective of the proposed strategy is to improve the power quality performance of the three-phase grid-connected inverter system by optimising the proportional-integral (PI) controller. Such a strategy aims to reduce the DC link input voltage fluctuation, decrease the harmonics, and stabilise the output current, voltage, frequency, and power flow. The particle swarm optimisation (PSO) technique was implemented to tune the PI controller parameters by minimising the error of the voltage regulator and current controller schemes in the inverter system. The system model and control strategies were implemented using MATLAB/Simulink environment (Version 2020A) Simscape-Power system toolbox. Results show that the proposed strategy outperformed other reported research works with total harmonic distortion (THD) at a grid voltage and current of 0.29% and 2.72%, respectively, and a transient response time of 0.1853s. Compared to conventional systems, the PI controller with PSO-based optimization provides less voltage overshoot by 11.1% while reducing the time to reach equilibrium state by 32.6%. The consideration of additional input parameters and the optimization of input parameters were identified to be the two main factors that contribute to the significant improvements in power quality control. Therefore, the proposed strategy effectively enhances the power quality of the utility grid, and such an enhancement contributes to the efficient and smooth integration of the PV system.
引用
收藏
页数:31
相关论文
共 50 条
  • [21] An intelligent method for sizing optimization in grid-connected photovoltaic system
    Sulaiman, Shahril Irwan
    Rahman, Titik Khawa Abdul
    Musirin, Ismail
    Shaari, Sulaiman
    Sopian, Kamaruzzaman
    SOLAR ENERGY, 2012, 86 (07) : 2067 - 2082
  • [22] Semi-Z-source inverter topology for grid-connected photovoltaic system
    Ahmed, Tofael
    Mekhilef, Saad
    IET POWER ELECTRONICS, 2015, 8 (01) : 63 - 75
  • [23] An Islanding Detection Method for Grid-Connected Inverter of Distributed Renewable Generation System
    Chang, Wen-Yeau
    2011 ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC), 2011,
  • [24] Reliable, efficient and fault tolerant power converter for grid-connected PV system
    Bennani-Ben Abdelghani, Afef
    Sakly, Jihen
    Ben Abdelghani, Hafedh
    Slama-Belkhodja, Ilhem
    PROCEEDINGS 2018 3RD INTERNATIONAL CONFERENCE ON ELECTRICAL SCIENCES AND TECHNOLOGIES IN MAGHREB (CISTEM), 2018, : 833 - 838
  • [25] Economic Analysis of Grid-Connected PV System Regulations: A Hungarian Case Study
    Zsiboracs, Henrik
    Hegedusne Baranyai, Nora
    Csanyi, Szilvia
    Vincze, Andras
    Pinter, Gabor
    ELECTRONICS, 2019, 8 (02)
  • [26] DC Bus Regulation Strategy for Grid-Connected PV Power Generation System
    Chen, Yaow-Ming
    Wu, Hsu-Chin
    Chen, Yung-Chu
    2008 IEEE INTERNATIONAL CONFERENCE ON SUSTAINABLE ENERGY TECHNOLOGIES (ICSET), VOLS 1 AND 2, 2008, : 437 - +
  • [27] Performance analysis of various system configurations on grid-connected residential PV systems
    Ueda, Yuzuru
    Kurokawa, Kosuke
    Kitamura, Kiyoyuki
    Yokota, Masaharu
    Akanuma, Katsumi
    Sugihara, Hiroyuki
    SOLAR ENERGY MATERIALS AND SOLAR CELLS, 2009, 93 (6-7) : 945 - 949
  • [28] Whale Optimization Algorithm for Active Damping of LCL-Filter-Based Grid-Connected Converters
    Hato, Mohammed Mazen
    Bouallegue, Soufiene
    INTERNATIONAL JOURNAL OF RENEWABLE ENERGY RESEARCH, 2019, 9 (02): : 986 - 996
  • [29] Use of Boundary Control with Second-Order Switching Surface to Reduce the System Order for Deadbeat Controller in Grid-Connected Inverter
    He, Yuanbin
    Chung, Henry Shu-hung
    2015 IEEE ENERGY CONVERSION CONGRESS AND EXPOSITION (ECCE), 2015, : 5129 - 5136
  • [30] Use of Boundary Control With Second-Order Switching Surface to Reduce the System Order for Deadbeat Controller in Grid-Connected Inverter
    He, Yuanbin
    Chung, Henry Shu-Hung
    Ho, Carl Ngai-Man
    Wu, Weimin
    IEEE TRANSACTIONS ON POWER ELECTRONICS, 2016, 31 (03) : 2638 - 2653