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
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