Intelligent Control of a Photovoltaic Generator for Charging and Discharging Battery Using Adaptive Neuro-Fuzzy Inference System
Joint Authors
Ndiaye, El Hadji Mbaye
Ndiaye, Alphousseyni
Faye, Mactar
Gueye, Samba
Source
International Journal of Photoenergy
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-15, 15 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-03-17
Country of Publication
Egypt
No. of Pages
15
Main Subjects
Abstract EN
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.
American Psychological Association (APA)
Ndiaye, El Hadji Mbaye& Ndiaye, Alphousseyni& Faye, Mactar& Gueye, Samba. 2020. Intelligent Control of a Photovoltaic Generator for Charging and Discharging Battery Using Adaptive Neuro-Fuzzy Inference System. International Journal of Photoenergy،Vol. 2020, no. 2020, pp.1-15.
https://search.emarefa.net/detail/BIM-1173211
Modern Language Association (MLA)
Ndiaye, El Hadji Mbaye…[et al.]. Intelligent Control of a Photovoltaic Generator for Charging and Discharging Battery Using Adaptive Neuro-Fuzzy Inference System. International Journal of Photoenergy No. 2020 (2020), pp.1-15.
https://search.emarefa.net/detail/BIM-1173211
American Medical Association (AMA)
Ndiaye, El Hadji Mbaye& Ndiaye, Alphousseyni& Faye, Mactar& Gueye, Samba. Intelligent Control of a Photovoltaic Generator for Charging and Discharging Battery Using Adaptive Neuro-Fuzzy Inference System. International Journal of Photoenergy. 2020. Vol. 2020, no. 2020, pp.1-15.
https://search.emarefa.net/detail/BIM-1173211
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1173211