Contribution to a Techno-economic Optimization for the Optimal Sizing and Management of a Secured Residential PV/Battery System

被引:0
|
作者
Mariem Elloumi
Randa Kallel
Ghada Boukettaya
机构
[1] University of Sfax National School of Engineering,Department of Electrical Engineering Bp W
关键词
PV/Battery system; Co-optimization; PMS; LPSP; Accelerated Particle Swarm Optimization;
D O I
暂无
中图分类号
学科分类号
摘要
The present paper introduced a collaboration of techno-economic optimization of a PV-Battery system based on a hybrid iterative evolutionary algorithm. The major aim was to conceive the most effective design of the PV-battery system components based on an on-line Power Management Strategy (PMS) and considering the desired required energy reliability LPSPd\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\left({LPSP}_{d}\right)$$\end{document} with the lowest installation cost. The PMS control algorithm enables the proposed management control to highlight the optimal sizing methodology. In fact, the data base collected from the PMS strategy affects the convergence of the proposed sizing optimization design by considering them, for each day of the month, as a new physical constraint to the next economic optimization process. Indeed, the deployed optimization approach is considered as dynamic taking into account at each step, the previous states of optimization and management algorithms. To this end, an original modeling tool dedicated to techno-economic co-optimization approach was investigated and implemented to characterize the PV/Battery system performance. To highlight the effectiveness of the proposed economic optimization approach, a comparative study between Particle Swarm Optimization (PSO) algorithm and the Accelerated Particle Swarm Optimization (APSO) algorithm was performed. The obtained simulation results showed the robustness of the APSO algorithm in terms of speed of convergence and optimum system configuration.
引用
收藏
相关论文
共 50 条
  • [41] Optimization of self-consumption and techno-economic analysis of PV-battery systems in commercial applications
    Merei, Ghada
    Moshoevel, Janina
    Magnor, Dirk
    Sauer, Dirk Uwe
    [J]. APPLIED ENERGY, 2016, 168 : 171 - 178
  • [42] Techno-economic study and optimal sizing of a stand-alone photovoltaic water pumping system
    Muhsen, Dhiaa Halboot
    Ghazali, Abu Bakar
    Khatib, Tamer
    Abdulabbas, Tawfeeq Enad
    [J]. INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS, 2017, 27 (09):
  • [43] Techno-Economic Optimum Sizing of Hybrid Renewable Energy System
    Kolhe, Mohan
    Ranaweera, K. M. Iromi Udumbara
    Gunawardana, A. G. B. Sisara
    [J]. 39TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY (IECON 2013), 2013, : 1898 - 1903
  • [44] Techno-Economic Optimization of Mini-Grid Systems in Nigeria: A Case Study of a PV-Battery-Diesel Hybrid System
    Elegeonye, Hillary Iruka
    Owolabi, Abdulhameed Babatunde
    Ohunakin, Olayinka Soledayo
    Yakub, Abdulfatai Olatunji
    Yahaya, Abdullahi
    Same, Noel Ngando
    Suh, Dongjun
    Huh, Jeung-Soo
    [J]. ENERGIES, 2023, 16 (12)
  • [45] Selection of the best dispatch strategy considering techno-economic and system stability analysis with optimal sizing
    Shezan, Sk A.
    Ishraque, Fatin
    Muyeen, S. M.
    Abu-Siada, Ahmed
    Saidur, R.
    Ali, M. M.
    Rashid, M. M.
    [J]. ENERGY STRATEGY REVIEWS, 2022, 43
  • [46] Techno-economic analysis of a grid-connected PV/battery system using the teaching-learning-based optimization algorithm
    Ashtiani, Mina Najafi
    Toopshekan, Ashkan
    Astaraei, Fatemeh Razi
    Yousefi, Hossein
    Maleki, Akbar
    [J]. SOLAR ENERGY, 2020, 203 (203) : 69 - 82
  • [47] Techno-Economic Analysis of a Residential PV-Storage Model in a Distribution Network
    Xiong, Lue
    Nour, Mutasim
    [J]. ENERGIES, 2019, 12 (16)
  • [48] Techno-economic optimization and sensitivity analysis of a PV/Wind/diesel/battery system in Saudi Arabia using a combined dispatch strategy
    Al Garni, Hassan Z.
    Mas'ud, Abdullahi Abubakar
    Baseer, M. A.
    Ramli, Makbul A. M.
    [J]. SUSTAINABLE ENERGY TECHNOLOGIES AND ASSESSMENTS, 2022, 53
  • [49] Techno-economic analysis for optimal configurations of PV systems with back reflectors
    Hamed, Ahmed
    Al-Ghussain, Loiy
    Hassan, Muhammed A.
    Annuk, Andres
    [J]. ENERGY REPORTS, 2022, 8 : 14979 - 14996
  • [50] Optimization and sizing of SPV/Wind hybrid renewable energy system: A techno-economic and social perspective
    Khan, Faizan A.
    Pal, Nitai
    Saeed, Syed H.
    [J]. ENERGY, 2021, 233