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
  • [31] Control of a Large Scale Single-Stage Grid-Connected PV System Utilizing MPPT and Reactive Power Capability
    Lal, Vivek Nandan
    Siddhardha, Maganti
    Singh, S. N.
    2013 IEEE POWER AND ENERGY SOCIETY GENERAL MEETING (PES), 2013,
  • [32] Modelling and performance analysis of different multilevel inverter topologies using PSO-MPPT technique for grid connected photovoltaic systems
    Bounabi, Moussaab
    Kaced, Karim
    Ait-Cheikh, Mohamed Salah
    Larbes, Cherif
    Dahmane, Zine Elabadine
    Ramzan, Naeem
    JOURNAL OF RENEWABLE AND SUSTAINABLE ENERGY, 2018, 10 (04)
  • [33] Grid connected improved sepic converter with intelligent mppt strategy for energy storage system in railway applications
    Suresh vendoti
    A. Hema Sekhar
    A. V. Bharadwaja
    Bapayya Naidu Kommula
    Rayala Sateesh
    S. Prabhakar
    M. Arunkumar
    Cui Yaping
    Scientific Reports, 15 (1)
  • [34] Multimode Inverter Control Strategy for LVRT and HVRT Capability Enhancement in Grid Connected Solar PV System
    Nithya, C.
    Roselyn, J. Preetha
    IEEE ACCESS, 2022, 10 : 54899 - 54911
  • [35] A Hybrid Intelligent Control based on DPC for grid-connected DFIG with a Fixed Switching Frequency using MPPT Strategy
    Amrane, F.
    Chaiba, A.
    2015 4TH INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING (ICEE), 2015, : 46 - 49
  • [36] Improvement of MPPT Control Performance Using Fuzzy Control and VGPI in the PV System for Micro Grid
    Kim, Jong-Chan
    Huh, Jun-Ho
    Ko, Jae-Sub
    SUSTAINABILITY, 2019, 11 (21)
  • [37] Integrated Control and Optimization for Grid-Connected Photovoltaic Systems: A Model-Predictive and PSO Approach
    Boubii, Chaymae
    El Kafazi, Ismail
    Bannari, Rachid
    El Bhiri, Brahim
    Mobayen, Saleh
    Zhilenkov, Anton
    Bossoufi, Badre
    ENERGIES, 2023, 16 (21)
  • [38] Super-twisting MPPT control for grid-connected PV/battery system using higher order sliding mode observer
    Dunna, Vijaya Kumar
    Chandra, Kumar Pakki Bharani
    Rout, Pravat Kumar
    Sahu, Binod Kumar
    Manoharan, Premkumar
    Alsoud, Anas R.
    Derebew, Bizuwork
    SCIENTIFIC REPORTS, 2024, 14 (01):
  • [39] A novel metaheuristic-based robust unified control MPPT algorithm for grid-connected PV system
    Manas, Munish
    Dakka, Obulesu
    Sharma, Shivi
    Arandhakar, Sairaj
    Kallelapu, Rambabu
    Golla, Satyanarayana
    ELECTRIC POWER SYSTEMS RESEARCH, 2023, 221
  • [40] Energy Control Strategy for Large-Scale Grid Connected PV System with Batteries
    Al Mazrouei, Sumayya
    Hamid, Abdul-Kadir
    INTERNATIONAL JOURNAL OF RENEWABLE ENERGY RESEARCH, 2018, 8 (01): : 320 - 327