Improved Performance of Grid-Connected Photovoltaic System Based on Fractional-Order PI Controller and Particle Swarm Optimization

被引:0
|
作者
Nicola, Marcel [1 ]
Nicola, Claudiu-Ionel [1 ,2 ]
机构
[1] ICMET Craiova, Natl Inst Res Dev & Testing Elect Engn, Res Dept, Craiova, Romania
[2] Univ Craiova, Dept Automat Control & Elect, Craiova, Romania
关键词
PV system; grid; particle swarm optimization; fractional order control;
D O I
10.1109/MPS52805.2021.9492707
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Starting from a benchmark implemented in the Matlab/Simulink development environment for PV array connection to the grid, this article compares the performance of the DC circuit voltage control system using the Proportional Integral (PI) controller, the PI-Particle Swarm Optimization (PSO) controller, and the Fractional-Order (FO)-PI-PSO controller. The article presents the topology and the mathematical description for a connection between a PV array and the main grid. Besides are presented the main elements which assure the connection: the temperature and solar radiation simulation block, which represents the input for the PV array block, supplying DC voltage to the DC-DC (Boost converter block), the DC intermediate circuit, the DC-AC converter receiving DC voltage at the input, the filtering block, and the transformer for the connection to the main grid. The superior performances are obtained through using of the differential and integral fractional calculus and the optimization of the PI/FO-PI controller parameter tuning using the PSO method. The validation of the superiority of FOPI-PSO voltage controller over a benchmark system is carrie out by numerical simulations by using Matlab/Simulink environment.
引用
收藏
页数:5
相关论文
共 50 条
  • [1] Particle swarm optimization algorithm-based PI inverter controller for a grid-connected PV system
    Roslan, M. F.
    Al-Shetwi, Ali Q.
    Hannan, M. A.
    Ker, P. J.
    Zuhdi, A. W. M.
    [J]. PLOS ONE, 2020, 15 (12):
  • [2] Capacity Credit Evaluation of Grid-Connected Photovoltaic Generation Based on Improved Particle Swarm Optimization
    Zhang, Chi
    Zeng, Jie
    Zhao, Wei
    Zhong, Guobin
    Zhao, Jingfei
    [J]. PROCEEDINGS OF 2017 2ND INTERNATIONAL CONFERENCE ON POWER AND RENEWABLE ENERGY (ICPRE), 2017, : 858 - 862
  • [3] Fractional-Order Control of Grid-Connected Photovoltaic System Based on Synergetic and Sliding Mode Controllers
    Nicola, Marcel
    Nicola, Claudiu-Ionel
    [J]. ENERGIES, 2021, 14 (02)
  • [4] Fractional-order Model Identification of Cement Quality based on Improved Particle Swarm Optimization Algorithm and fractional-order PID controller
    Yan, ShuaiShuai
    Zhang, Qiang
    Meng, Liang
    [J]. 2022 41ST CHINESE CONTROL CONFERENCE (CCC), 2022, : 1323 - 1329
  • [5] Fuzzy Fractional order PI Controller for a Multilevel Inverter for Grid-Connected Photovoltaic Systems (PV)
    Mechgoug, Raihane
    Boucheritte, Wafa
    Benguesmia, Hani
    [J]. PRZEGLAD ELEKTROTECHNICZNY, 2023, 99 (08): : 146 - 153
  • [6] Dynamic Analysis of Grid-Connected DFIG with Fractional-Order PI Control
    Wang Yingjie
    Zhong Hui
    Liu Hao
    Peng Bowei
    [J]. PROCEEDINGS OF THE 2019 14TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA 2019), 2019, : 1690 - 1693
  • [7] Particle swarm optimization Backstepping controller for a grid-connected PV/wind hybrid system
    Bechouat, Mohcene
    Sedraoui, Moussa
    Soufi, Youcef
    Yousfi, Laatra
    Borni, Abdelhalim
    Kahla, Sami
    [J]. Journal of Engineering Science and Technology Review, 2017, 10 (01) : 91 - 99
  • [8] Improved Fractional-Order Sliding-Mode Voltage Controller-Based MPDPC Strategy for PV Grid-Connected
    Zhang, Xiaoying
    You, Zixuan
    Qian, Lingzhi
    [J]. PROCEEDINGS OF 2023 INTERNATIONAL CONFERENCE ON WIRELESS POWER TRANSFER, VOL 3, ICWPT 2023, 2024, 1160 : 64 - 72
  • [9] Optimal Design of Grid-Connected Solar Photovoltaic System Using Selective Particle Swarm Optimization
    Kefale, Habtemariam Aberie
    Getie, Elias Mandefro
    Eshetie, Kassaye Gizaw
    [J]. INTERNATIONAL JOURNAL OF PHOTOENERGY, 2021, 2021
  • [10] Fractional-order particle swarm optimization
    Gao, Zhe
    Wei, Junxiu
    Liang, Chao
    Yan, Ming
    [J]. 26TH CHINESE CONTROL AND DECISION CONFERENCE (2014 CCDC), 2014, : 1284 - 1288