Experimental validation and intelligent control of a stand-alone solar energy conversion system using dSPACE platform

被引:6
|
作者
Yahiaoui, Fatah [1 ]
Chabour, Ferhat [2 ]
Guenounou, Ouahib [1 ]
Zaouche, Faika [1 ]
Belkhier, Youcef [3 ]
Bajaj, Mohit [4 ]
Shouran, Mokhtar [5 ]
Elgamli, Elmazeg [5 ]
Kamel, Salah [6 ]
机构
[1] Univ Bejaia, Fac Technol, Lab Technol Ind & Informat LTII, Bejaia, Algeria
[2] Univ Le Havre, GREAH Lab, Lebon, France
[3] Maynooth Univ, Ctr Ocean Energy Res, Maynooth, Kildare, Ireland
[4] Graphic Era Deemed be Univ, Dept Elect Engn, Dehra Dun, India
[5] Cardiff Univ, Wolfson Ctr Magnet, Sch Engn, Cardiff, Wales
[6] Aswan Univ, Fac Engn, Elect Engn Dept, Aswan, Egypt
关键词
experimental validation; fuzzy logic control; intelligent control; stand-alone solar energy system; DSPACE platform; FUZZY-LOGIC CONTROLLER; PV SYSTEM; MPPT CONTROLLER; ALGORITHM;
D O I
10.3389/fenrg.2022.971384
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 presents the performances of an artificial intelligent fuzzy logic controller (FLC) based maximum power point tracking (MPPT) and a conventional perturb and observe (P & O) based MPPT controller is presented for a stand-alone PV system and tested in an emulated test bench experimentation. The studied system is composed of a DC power supply emulating the PV panel, a DC/DC boost converter, a variable resistive load and a real-time MPPT controller implemented in the dSPACE DS1104 controller. To verify the performance of the FLC proposed, several simulations have been performed in Matlab/Simulink environment. The proposed method outperforms the P & O method in terms of global search capability and dynamic performance, according to the comparison with the P & O method. To verify the practical implementation of the proposed method, the control of the emulated PV source and the MPPT algorithms are designed using the simulink/Matlab environment and implemented on dSPACE DS1104 controller. Experimental results confirm the efficiency of the proposed method and its high accuracy to handle the resistance varying.
引用
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页数:12
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