Improved MPPT Control Strategy for PV Connected to Grid Using IncCond-PSO-MPC Approach

被引:16
|
作者
Kacimi, Nora [1 ]
Idir, Abdelhakim [2 ]
Grouni, Said [3 ]
Boucherit, Mohamed Seghir [1 ]
机构
[1] ENP Alger, Lab Comman Proc, Algiers, Algeria
[2] Univ Msila, Elect Engn Dept, Msila 28000, Algeria
[3] Boumerdes Univ, Boumerdes 35000, Algeria
来源
CSEE JOURNAL OF POWER AND ENERGY SYSTEMS | 2023年 / 9卷 / 03期
关键词
Voltage control; Switches; Mathematical models; Simulation; Predictive models; Predictive control; Convergence; DC; DC boost converter; grid-connected PV; incremental conductance particle swarm optimization and model predictive controller (IncCond-PSO-MPC); maximum power point tracking (MPPT); photovoltaic (PV); POWER POINT TRACKING; MODEL-PREDICTIVE CONTROL; SYSTEMS; HYBRID; ALGORITHMS; OPTIMIZATION; INTELLIGENCE;
D O I
10.17775/CSEEJPES.2021.08810
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
This paper proposes a new hybrid maximum power point tracking (MPPT) control strategy for grid-connected solar systems based on Incremental conductance-Particle Swarm Optimization and Model Predictive Controller (IncCond-PSO-MPC). The purpose of the suggested method is to create as much power as feasible from a PV system during environmental changes, then transfer it to the power grid. To accomplish this, a hybrid combination of incremental conductance (IncCond) and particle swarm optimization (PSO) is proposed to locate maximum power, followed by model predictive control (MPC) to track maximum power and control the boost converter to achieve high performance regardless of parameter variations. A two-level inverter, likewise, controlled by Model Predictive Control, is employed to inject the PV power generated. In this application, the MPC is based on minimizing the difference between the reference and prediction powers, which is computed to select the switching state of the inverter. The proposed system is simulated and evaluated in a variety of dynamic conditions using Matlab/Simulink. Results reveal that the proposed control mechanism is effective at tracking the maximum power point (MPP) with fewer power oscillations.
引用
收藏
页码:1008 / 1020
页数:13
相关论文
共 50 条
  • [1] Improved PSO: A Comparative Study in MPPT Algorithm for PV System Control under Partial Shading Conditions
    Hayder, Wafa
    Ogliari, Emanuele
    Dolara, Alberto
    Abid, Aycha
    Ben Hamed, Mouna
    Sbita, Lasaad
    ENERGIES, 2020, 13 (08)
  • [2] ANN-Based Robust Current Controller for Single-Stage Grid-Connected PV With Embedded Improved MPPT Scheme
    Bana, Prabhat Ranjan
    D'Arco, Salvatore
    Amin, Mohammad
    IEEE ACCESS, 2024, 12 : 100251 - 100262
  • [3] Grid connected PV system using FB-PSO
    Bholane, Ravi Rajendra
    Babu, P. Suresh
    2018 INTERNATIONAL CONFERENCE ON SMART ELECTRIC DRIVES AND POWER SYSTEM (ICSEDPS), 2018, : 93 - 98
  • [4] PFoPID CONTROL DESIGN OF GRID-CONNECTED PV INVERTER FOR MPPT USING HYBRID ALGORITHM
    Thangam, Thomas
    Muthuvel, K.
    INTERNATIONAL JOURNAL OF POWER AND ENERGY SYSTEMS, 2022, 42 (10)
  • [5] MPC-based control strategy of PV grid connected inverter for damping power oscillations
    Wen, Xichang
    Wu, Ting
    Jiang, Hui
    Peng, Jianchun
    Wang, Huaizhi
    FRONTIERS IN ENERGY RESEARCH, 2022, 10
  • [6] New MPPT Sliding Mode Approach for Grid Connected PV System
    Abbadi, A.
    Hamidia, F.
    Morsli, A.
    PROCEEDINGS OF THE 2018 INTERNATIONAL CONFERENCE ON APPLIED SMART SYSTEMS (ICASS), 2018,
  • [7] AI-based global MPPT for partial shaded grid connected PV plant via MFO approach
    Aouchiche, N.
    Aitcheikh, M. S.
    Becherif, M.
    Ebrahim, M. A.
    SOLAR ENERGY, 2018, 171 : 593 - 603
  • [8] MPPT Based Model Predictive Control of Grid Connected Inverter for PV Systems
    Guler, Naki
    Irmak, Erdal
    2019 8TH INTERNATIONAL CONFERENCE ON RENEWABLE ENERGY RESEARCH AND APPLICATIONS (ICRERA 2019), 2019, : 982 - 986
  • [9] An Improved Extremum-Seeking Based MPPT for Grid-Connected PV Systems with Partial Shading
    Elnosh, Ammar
    Khadkikar, Vinod
    Xiao, Weidong
    Kirtely, James L., Jr.
    2014 IEEE 23RD INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS (ISIE), 2014, : 2548 - 2553
  • [10] A new approach to MPPT hybrid incremental conductance-sliding mode control for PV grid-connected
    Messaoudi, Fethi
    Farhani, Fethi
    Zaafouri, Abderrahmen
    MEASUREMENT & CONTROL, 2024, 57 (09) : 1370 - 1382