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Methodology of Investment Risk Analysis for Wind Power Plants in the Brazilian Free Market

机译:巴西自由市场中风电厂投资风险分析的方法论

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摘要

Despite the strong growth of wind power in the world, it is considered a high risk investment due to variability and unpredictability of wind speed. If the energy trade occurs in the free market, there is another risk factor that is the short-term price. This study proposes a methodology of investment risk analysis for wind power plants using innovative stochastic models to generate synthetic time series of wind speed and short-term price. The simulation is implemented using the Monte Carlo method associated with a Cholesky decomposition. The cashflow's gross revenue is obtained through an energy trading model for the Free Contracting Environment (FCE) in Brazil. The investment analysis is based on probability distribution of Net Present Value (NPV) of the power plant's cash flow, as well as the Value at Risk (VaR) and the Conditional Value at Risk (CVaR). A case study was performed for Natal city of Rio Grande do Norte (RN) state in Brazil, and the results indicated the economic viability of the power plant. A sensitivity analysis is developed considering important parameters of the modeling, and its results provide information to the decision-making process.
机译:尽管世界上风力发电强劲增长,但由于风速的可变性和不可预测性,仍被认为是高风险投资。如果能源交易发生在自由市场中,则还有另一个风险因素是短期价格。这项研究提出了一种使用创新的随机模型对风电厂进行投资风险分析的方法,以生成风速和短期价格的综合时间序列。该模拟是使用与Cholesky分解关联的Monte Carlo方法实现的。现金流的总收入是通过巴西自由承包环境(FCE)的能源交易模型获得的。投资分析基于电厂现金流量的净现值(NPV)的概率分布,以及风险价值(VaR)和条件风险价值(CVaR)。对巴西的纳塔尔市北里奥格兰德州(RN)进行了案例研究,结果表明了该电厂的经济可行性。考虑到建模的重要参数,进行了敏感性分析,其结果为决策过程提供了信息。

著录项

  • 来源
    《Electric Power Components and Systems》 |2018年第5期|316-330|共15页
  • 作者单位

    Nucleus for Experimental and Technological Studies-NExT, Federal Institute of Goias, 74055-110, Goiania, Brazil,School of Electrical and Computer Engineering, Federal University of Goias, 74605-010, Goiania, Brazil;

    Nucleus for Experimental and Technological Studies-NExT, Federal Institute of Goias, 74055-110, Goiania, Brazil;

    Nucleus for Experimental and Technological Studies-NExT, Federal Institute of Goias, 74055-110, Goiania, Brazil,School of Electrical and Computer Engineering, Federal University of Goias, 74605-010, Goiania, Brazil;

    Nucleus for Experimental and Technological Studies-NExT, Federal Institute of Goias, 74055-110, Goiania, Brazil;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Risk Analysis; wind power; stochastic modeling; spot energy market;

    机译:风险分析;风力;随机建模现货能源市场;

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