Battery Charge Management for Hybrid PV/Wind/Fuel Cell with Storage Battery

被引:31
作者
Bendary, Ahmed. F. [1 ]
Ismail, Mohamed M. [1 ]
机构
[1] Helwan Univ, Fac Engn, Cairo 11792, Egypt
来源
EMERGING AND RENEWABLE ENERGY: GENERATION AND AUTOMATION | 2019年 / 162卷
关键词
Photovoltaic; wind generation; batteries; fuel cell; ANFIS; GA and charge controller; ENERGY; MICROGRIDS; PARAMETERS; EFFICIENCY; SYSTEMS;
D O I
10.1016/j.egypro.2019.04.012
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Hybrid renewable electric energy generation system become essential to the most of electric networks and the stand-alone systems like the water pumping and telecommunication systems. The renewable sources usually required storage system due to change in the power outputs during the day. Due to increase in demand of using batteries, the charging process of battery system needed to be well managed through an adaptive controlled energy managing system. In this paper a standalone system using photovoltaic, wind generation, fuel cell and storage batteries are contributed in supplying the desired load and the charging balance of batteries is achieved by using AI techniques to enhance battery charging controller performance. The main goal of this paper is to design and implement an integrated smart artificial controller, this controller is responsible for controlling both the battery charge voltage using the boost converter and the other controller is to control the charging current of the battery through DC to DC converter using (ANFIS) and (GA) techniques. This study is implemented using MATLAB/Simulink and the results are presented to show the applicability and effieciency of the proposed technique. (C) 2019 The Authors. Published by Elsevier Ltd
引用
收藏
页码:107 / 116
页数:10
相关论文
共 59 条
[1]  
Aghababa M. Pourmahmood, 2010, INT J COMPUTER APPL
[2]  
[Anonymous], 2000, IEEE T POWER SYSTEMS, V15
[3]   Smart Control of UPCQ within Microgrid Energy System [J].
Benachaiba, C. ;
Haidar, Ahmed M. A. ;
Habab, M. ;
Abdelkhalek, O. .
IMPACT OF INTEGRATED CLEAN ENERGY ON THE FUTURE OF THE MEDITERRANEAN ENVIRONMENT, 2011, 6 :503-512
[4]  
Bhattacharjee Ankur, 2012, INT J ADV COMPUTER R, V2
[5]   Grid-Connected Microgrids to Support Renewable Energy Sources Penetration [J].
Bifaretti, S. ;
Cordiner, S. ;
Mulone, V. ;
Rocco, V. ;
Rossi, J. L. ;
Spagnolo, F. .
8TH INTERNATIONAL CONFERENCE ON APPLIED ENERGY (ICAE2016), 2017, 105 :2910-2915
[6]  
Bin-Halabi A., 2014, INT J ADV COMPUTER R, V4
[7]   Hybrid energy storage systems for renewable energy [J].
Bocklisch, Thilo .
9TH INTERNATIONAL RENEWABLE ENERGY STORAGE CONFERENCE, IRES 2015, 2015, 73 :103-111
[8]  
BOROWI BS, 1997, IEEE T ENERGY CONVER, V12
[9]   Modelling and Simulation of Standalone PV Systems with Battery-supercapacitor Hybrid Energy Storage System for a Rural Household [J].
Chong, Lee Wai ;
Wong, Yee Wan ;
Rajkumar, Rajprasad Kumar ;
Isa, Dino .
3RD INTERNATIONAL CONFERENCE ON ENERGY AND ENVIRONMENT RESEARCH, ICEER 2016, 2017, 107 :232-236
[10]  
Clerc M, 2006, PARTICLE SWARM OPTIM, P243