Intelligent Control of a Photovoltaic Generator for Charging and Discharging Battery Using Adaptive Neuro-Fuzzy Inference System
This paper presents a method of intelligent control of a photovoltaic generator (PVG) connected to a load and a battery. The system consists of charging and discharging a battery. An intelligent algorithm based on adaptive neuro-fuzzy inference system (ANFIS) is presented in this work. It performs t...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Wiley
2020-01-01
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| Series: | International Journal of Photoenergy |
| Online Access: | http://dx.doi.org/10.1155/2020/8649868 |
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| author | El Hadji Mbaye Ndiaye Alphousseyni Ndiaye Mactar Faye Samba Gueye |
| author_facet | El Hadji Mbaye Ndiaye Alphousseyni Ndiaye Mactar Faye Samba Gueye |
| author_sort | El Hadji Mbaye Ndiaye |
| collection | DOAJ |
| description | This paper presents a method of intelligent control of a photovoltaic generator (PVG) connected to a load and a battery. The system consists of charging and discharging a battery. An intelligent algorithm based on adaptive neuro-fuzzy inference system (ANFIS) is presented in this work. It performs two separate tasks simultaneously. First, it is used as a PVG Maximum Power Point Tracking (MPPT) command. This same algorithm is used secondly for protecting the battery against deep charges and discharges. A regulation of the DC bus voltage is also carried out by means of a PI corrector for a good supply of the load. The simulation results under MATLAB/Simulink show that the method proposed in this work allows the PV system to function normally by charging and discharging the battery whatever the weather conditions. |
| format | Article |
| id | doaj-art-0e5d3301495e4fe793acc9d391d0615d |
| institution | Kabale University |
| issn | 1110-662X 1687-529X |
| language | English |
| publishDate | 2020-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | International Journal of Photoenergy |
| spelling | doaj-art-0e5d3301495e4fe793acc9d391d0615d2025-02-03T06:07:38ZengWileyInternational Journal of Photoenergy1110-662X1687-529X2020-01-01202010.1155/2020/86498688649868Intelligent Control of a Photovoltaic Generator for Charging and Discharging Battery Using Adaptive Neuro-Fuzzy Inference SystemEl Hadji Mbaye Ndiaye0Alphousseyni Ndiaye1Mactar Faye2Samba Gueye3Research Team Energetic System and Efficiency, Alioune Diop University of Bambey, BP 30, SenegalResearch Team Energetic System and Efficiency, Alioune Diop University of Bambey, BP 30, SenegalResearch Team Energetic System and Efficiency, Alioune Diop University of Bambey, BP 30, SenegalRenewable Energy Laboratory, Polytechnic University, Cheikh Anta Diop University of Dakar, BP 5085 Dakar Fann, SenegalThis paper presents a method of intelligent control of a photovoltaic generator (PVG) connected to a load and a battery. The system consists of charging and discharging a battery. An intelligent algorithm based on adaptive neuro-fuzzy inference system (ANFIS) is presented in this work. It performs two separate tasks simultaneously. First, it is used as a PVG Maximum Power Point Tracking (MPPT) command. This same algorithm is used secondly for protecting the battery against deep charges and discharges. A regulation of the DC bus voltage is also carried out by means of a PI corrector for a good supply of the load. The simulation results under MATLAB/Simulink show that the method proposed in this work allows the PV system to function normally by charging and discharging the battery whatever the weather conditions.http://dx.doi.org/10.1155/2020/8649868 |
| spellingShingle | El Hadji Mbaye Ndiaye Alphousseyni Ndiaye Mactar Faye Samba Gueye Intelligent Control of a Photovoltaic Generator for Charging and Discharging Battery Using Adaptive Neuro-Fuzzy Inference System International Journal of Photoenergy |
| title | Intelligent Control of a Photovoltaic Generator for Charging and Discharging Battery Using Adaptive Neuro-Fuzzy Inference System |
| title_full | Intelligent Control of a Photovoltaic Generator for Charging and Discharging Battery Using Adaptive Neuro-Fuzzy Inference System |
| title_fullStr | Intelligent Control of a Photovoltaic Generator for Charging and Discharging Battery Using Adaptive Neuro-Fuzzy Inference System |
| title_full_unstemmed | Intelligent Control of a Photovoltaic Generator for Charging and Discharging Battery Using Adaptive Neuro-Fuzzy Inference System |
| title_short | Intelligent Control of a Photovoltaic Generator for Charging and Discharging Battery Using Adaptive Neuro-Fuzzy Inference System |
| title_sort | intelligent control of a photovoltaic generator for charging and discharging battery using adaptive neuro fuzzy inference system |
| url | http://dx.doi.org/10.1155/2020/8649868 |
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