Estimation of Solar Radiation, Management of Energy Flow and Development of a New Approach for the Optimization of the Sizing of Photovoltaic System; Application to Algeria

被引：0
|
作者：
Bouzid, Zakaria [1 ]
Ghellai, Nassera [1 ]
Benmedjahed, Miloud [2 ]
机构：
[1] Univ Tlemcen, Fac Sci, URMER, Tilimsen 13000, Algeria
[2] Unite Rech Mat & Energies Renouvelables Milieu Sa, Adrar, Algeria
来源：
INTERNATIONAL JOURNAL OF RENEWABLE ENERGY RESEARCH | 2015年 / 5卷 / 01期
关键词：
Photovoltaic; Algeria; Optimization; Genetic Algorithm; Solar usability;
D O I：
暂无
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：
The design of photovoltaic systems is an important step, its optimization, as well as the optimization of different parameters, is a crucial operation. In our work, after estimating hourly solar radiation, we developed, thanks to the concept of solar usability, energy flow models for the produced photovoltaic electricity. Then, we used a genetic algorithm to develop our own computer program (with Python) for finding the best configuration (total surface of the panels, PV efficiency and total capacity of batteries) among those that meet our needs. We applied our study to a region in southern Algeria, Bechar.
引用
收藏
页码：317 / 324
页数：8
相关论文
共 9 条
  • [1] Estimation of Solar Radiation on Inclined Surface and Design Method for an Autonomous Photovoltaic System. Application to Algeria
    Bouzid, Zakaria
    Ghellai, Nassera
    PROCEEDINGS OF 2015 3RD IEEE INTERNATIONAL RENEWABLE AND SUSTAINABLE ENERGY CONFERENCE (IRSEC'15), 2015, : 1035 - 1040
  • [2] Development Of A Solar Photovoltaic System Sizing Application For Zimbabwe
    Chiteka, Kudzanayi
    Enweremadu, Christopher C.
    2016 INTERNATIONAL CONFERENCE ON ELECTRICAL, ELECTRONICS, AND OPTIMIZATION TECHNIQUES (ICEEOT), 2016, : 1018 - 1023
  • [3] Battery energy storage system for grid-connected photovoltaic farm-Energy management strategy and sizing optimization algorithm
    Borkowski, Dariusz
    Oramus, Piotr
    Brzezinka, Michal
    JOURNAL OF ENERGY STORAGE, 2023, 72
  • [4] Extended method for the sizing, energy management, and techno-economic optimization of autonomous solar Photovoltaic/Battery systems: Experimental validation and analysis
    Mohammed, Chennaif
    Mohamed, Maaouane
    Larbi, Elhafyani Mohamed
    Manale, Bouderbala
    Hassan, Zahboune
    Jalal, Blaacha
    Zouggar, Smail
    ENERGY CONVERSION AND MANAGEMENT, 2022, 270
  • [5] Quadratic interpolation and a new local search approach to improve particle swarm optimization: Solar photovoltaic parameter estimation
    Qaraad, Mohammed
    Amjad, Souad
    Hussein, Nazar K.
    Farag, M. A.
    Mirjalili, Seyedali
    Elhosseini, Mostafa A.
    EXPERT SYSTEMS WITH APPLICATIONS, 2024, 236
  • [6] Solar Radiation Estimation Based on a New Combined Approach of Artificial Neural Networks (ANN) and Genetic Algorithms (GA) in South Algeria
    Halima, Djeldjli
    Djelloul, Benatiallah
    Mehdi, Ghasri
    Camel, Tanougast
    Ali, Benatiallah
    Bouchra, Benabdelkrim
    CMC-COMPUTERS MATERIALS & CONTINUA, 2024, 79 (03): : 4725 - 4740
  • [7] Distribution generation by photovoltaic and diesel generator systems: Energy management and size optimization by a new approach for a stand-alone
    Askarzadeh, Alireza
    ENERGY, 2017, 122 : 542 - 551
  • [8] A convolutional neural network based energy management system for photovoltaic/battery systems in microgrid using enhanced coati optimization approach
    Srikanth, D.
    Sukumar, G. Durga
    Sobhan, Polamraju V. S.
    JOURNAL OF ENERGY STORAGE, 2025, 119
  • [9] Radial Basis Function Network-based prediction of global solar radiation data: Application for sizing of a stand-alone photovoltaic system at Al-Madinah, Saudi Arabia
    Benghanem, Mohamed
    Mellit, Adel
    ENERGY, 2010, 35 (09) : 3751 - 3762
1