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Optimal sizing of a residential PV-battery backup for an intermittent primary energy source under realistic constraints

机译:实际约束下间歇性一次能源的住宅光伏电池备用电池的最佳尺寸

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摘要

This paper addresses the issue of an intermittent primary energy source in several developing countries. A PV-battery backup system is modeled and assessed as a replacement of the utility energy during daily power outage periods in a residential house. This paper focuses on the sizing of the PV system. The main objective is the minimization of the overall cost of the system over a 20 year period. One prime innovation in this study is that this system operates in conjunction with the grid, allowing it to charge the battery bank along with the PV panels whenever needed. Therefore, the optimization procedure takes into account more severe conditions compared to a classic standalone PV-battery system. The optimization is conducted based on real weather data, realistic residential load profiles and power outage schedules. Technical constraints are integrated in the algorithm. Two robust optimization techniques are used for comparison and validation purposes: the Genetic Algorithm and the Particle Swarm Optimization. In addition, two different situations are considered: harsh and moderate conditions. The simulation results validate the feasibility of this installation, and prove that such systems are affordable and well suited for the studied case. (C) 2015 Elsevier B.V. All rights reserved.
机译:本文讨论了几个发展中国家间歇性一次能源的问题。对光伏电池备用系统进行建模和评估,以在住宅的日常停电期间替代公用事业能源。本文着重于光伏系统的规模。主要目标是在20年的时间内将系统的总体成本降至最低。这项研究的一项主要创新之处在于,该系统与电网配合使用,可以在需要时为电池组和PV面板充电。因此,与传统的独立PV电池系统相比,优化程序考虑了更严峻的条件。优化是基于实际天气数据,现实的住宅负荷曲线和停电时间表进行的。技术约束已集成到算法中。两种强大的优化技术用于比较和验证目的:遗传算法和粒子群优化。另外,考虑了两种不同的情况:恶劣和中等条件。仿真结果验证了这种安装的可行性,并证明这种系统价格合理,非常适合所研究的案例。 (C)2015 Elsevier B.V.保留所有权利。

著录项

  • 来源
    《Energy and Buildings》 |2015年第10期|206-216|共11页
  • 作者单位

    Lebanese Univ, Fac Engn 2, Dept Elect Engn, CERGE, Roumieh, Lebanon.;

    Lebanese Univ, Fac Engn 2, Dept Elect Engn, CERGE, Roumieh, Lebanon.;

    Lebanese Univ, Fac Engn 2, Dept Elect Engn, CERGE, Roumieh, Lebanon.;

    Univ Cergy Pontoise, SATIE, F-95000 Cergy Pontoise, France.;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    PV sizing; Optimization; Backup system; Economic evaluation;

    机译:光伏尺寸;优化;备份系统;经济评估;

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