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

被引:32
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
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
[31]   PV-ON: An online/bilingual PV sizing tool for grid-connected system, case studies in Egypt [J].
Sadeq, Mohammed ;
Abdellatif, Sameh .
INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS, 2021, 31 (07)
[32]   Performance of a 34 kWp Grid-Connected PV System in Indonesia - A Comparison of Tropical and European PV Systems [J].
Veldhuis, A. J. ;
Reinders, A. H. M. E. .
2014 IEEE 40TH PHOTOVOLTAIC SPECIALIST CONFERENCE (PVSC), 2014, :1978-1981
[33]   Effect of Shading on System Parameters and CO2 Emission of grid-connected PV System [J].
Sarkari, Rishiraj ;
Bohre, Aashish Kumar ;
Bera, Tushar Kanti ;
Bhowmik, Partha Sarathee ;
Kolhe, Mohan Lal ;
Hassanabad, Armin Hassanzadeh .
2022 IEEE 10TH POWER INDIA INTERNATIONAL CONFERENCE, PIICON, 2022,
[34]   Design of proton exchange membrane fuel cell grid-connected system based on resonant current controller [J].
Chen, Weirong ;
Han, Ying ;
Li, Qi ;
Liu, Zhixiang ;
Peng, Fei .
INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2014, 39 (26) :14402-14410
[35]   Adaptive model predictive control for PUC grid-connected inverter system with inaccurate parameters [J].
Li, Po ;
Tong, Xiaoshan ;
He, Ying ;
Chen, Tengpeng .
CONTROL ENGINEERING PRACTICE, 2023, 139
[36]   A data-driven approach to grid-connected PV system reliability assessment: Combining deep learning and hybrid optimization [J].
Obatola, Samuel O. ;
Junjie, Tang .
ENERGY REPORTS, 2024, 12 :5582-5593
[37]   Two-stage grid-connected inverter topology with high frequency link transformer for solar PV systems [J].
Rashwan, Ahmed ;
Mikhaylov, Alexey ;
Hemeida, Mahmoud ;
Pinter, Gabor ;
Osheba, Dina S. .
ENERGY REPORTS, 2023, 10 :1864-1874
[38]   Generation of Maximum Power in Grid Connected PV System Based MPPT Control Using Hybrid Elephant Herding Optimization Algorithm [J].
Vijayakumar, S. ;
Govindaraju, C. .
ELECTRIC POWER COMPONENTS AND SYSTEMS, 2022, 50 (6-7) :301-317
[39]   Design of a Self-Tuning PI Controller for a STATCOM Using Particle Swarm Optimization [J].
Liu, Chien-Hung ;
Hsu, Yuan-Yih .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2010, 57 (02) :702-715
[40]   Systematic controller design for digitally controlled LCL-type grid-connected inverter with grid-current-feedback active damping [J].
Zhu, Donghai ;
Zou, Xudong ;
Zhao, Yingying ;
Peng, Teng ;
Zhou, Shiying ;
Kang, Yong .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2019, 110 :642-652