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An integrated approach for optimal coordination of wind power and hydro pumping storage

机译:一种用于风能和水力抽水蓄能的最佳协调的集成方法

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摘要

The increasing wind power penetration in power systems represents a techno-economic challenge for power producers and system operators. Because of the variability and uncertainty of wind power, system operators require new solutions to increase the controllability of wind farm output. On the other hand, producers that include wind farms in their portfolio need to find new ways to boost their profits in electricity markets. This can be done by optimizing the combination of wind farms and storage so as to make larger profits when selling power (trading) and reduce penalties from imbalances in the operation. The present work describes a new integrated approach for analysing wind-storage solutions that make use of probabilistic forecasts and optimization techniques to aid decision making on operating such systems. The approach includes a set of three complementary functions suitable for use in current systems. A real-life system is studied, comprising two wind farms and a large hydro station with pumping capacity. Economic profits and better operational features can be obtained from the proposed cooperation between the wind farms and storage. The revenues are function of the type of hydro storage used and the market characteristics, and several options are compared in this study. The results show that the use of a storage device can lead to a significant increase in revenue, up to 11% (2010 data, Iberian market). Also, the coordinated action improves the operational features of the integrated system.
机译:风电在电力系统中的渗透率不断提高,这对电力生产商和系统运营商而言是一项技术经济挑战。由于风力发电的可变性和不确定性,系统运营商需要新的解决方案来提高风电场输出的可控性。另一方面,将风电场纳入其投资组合的生产商需要寻找新的方法来提高其在电力市场中的利润。这可以通过优化风电场和存储的组合来实现,以便在出售电力(交易)时获得更大的利润,并减少运营不平衡带来的损失。本工作描述了一种新的集成方法,用于分析风能存储解决方案,该方案利用概率预测和优化技术来帮助对此类系统进行决策。该方法包括一组适用于当前系统的三个互补功能。研究了一个实际系统,该系统包括两个风力发电场和一个具有抽水能力的大型水电站。拟议中的风电场与风能库之间的合作可以带来经济利益和更好的运营特征。收入是所使用的蓄水类型和市场特征的函数,本研究比较了几种选择。结果表明,使用存储设备可以显着增加收入,最高可增长11%(2010年数据,伊比利亚市场)。而且,协调行动改善了集成系统的操作功能。

著录项

  • 来源
    《Wind Energy》 |2014年第6期|829-852|共24页
  • 作者单位

    Department of Electrical Engineering, University Carlos Ⅲ de Madrid, Av. De la Universidad 30, 28911 Leganes, Madrid, Spain;

    Department of Electrical Engineering, University Carlos Ⅲ de Madrid, Av. De la Universidad 30, 28911 Leganes, Madrid, Spain;

    INESC TEC-INESC Technology and Science (formerly INESC Porto) and FEUP-Faculty of Engineering, University of Porto,Campus da FEUP, Rua Dr. Roberto Frias 378, 4200-465 Porto, Portugal;

    INESC TEC-INESC Technology and Science (formerly INESC Porto) and FEUP-Faculty of Engineering, University of Porto,Campus da FEUP, Rua Dr. Roberto Frias 378, 4200-465 Porto, Portugal;

    INESC TEC-INESC Technology and Science (formerly INESC Porto) and FEUP-Faculty of Engineering, University of Porto,Campus da FEUP, Rua Dr. Roberto Frias 378, 4200-465 Porto, Portugal;

    INESC TEC-INESC Technology and Science (formerly INESC Porto) and FEUP-Faculty of Engineering, University of Porto,Campus da FEUP, Rua Dr. Roberto Frias 378, 4200-465 Porto, Portugal;

    PERSEE-Centerfor Processes, Renewable Energies & Energy Systems, MINES ParisTech, Rue Claude Daunesse, F-06904 Sophia Antipolis, France;

    PERSEE-Centerfor Processes, Renewable Energies & Energy Systems, MINES ParisTech, Rue Claude Daunesse, F-06904 Sophia Antipolis, 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

    wind power; generation dispatch; pumped storage; hydro generation; deterministic; probabilistic; uncertainty; decision making; optimization;

    机译:风力;发电调度;抽水储存水力发电;确定性概率不确定;做决定;优化;

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