Real Option Evaluation of Generation Asset in Spot Market Considering Operation Constraints

Hui Zhou, Yunhe Hou, Yaowu Wu, Yi Sun, Kai Liu, Jifeng Su
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引用次数: 2

Abstract

An improved method using real option theory is proposed in this paper for evaluation of generation asset investment in spot market under the deregulated environment. The adjusted model for the mean reversion process with long-term periodic mean is employed to describe the special characteristics of electricity price such as fluctuation, uncertainty and periodicity. In particular, the system operation constraints are taken into consideration in the model for the optimization of generators' outputs. Based on the established price model and optimization model, the generation asset to be invested is evaluated by adopting the approach of spread real option. Tools such as Value at Risk(VaR) and Conditional Value at Risk(CVaR) are applied for risk assessment. The validity of the proposed method is illustrated by implementing numerical simulation test on the IEEE 30 bus system.
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考虑运营约束的现货市场发电资产实物期权评估
本文提出了一种利用实物期权理论对放松管制环境下的现货市场发电资产投资进行评估的改进方法。采用具有长期周期均值的均值回归过程调整模型来描述电价的波动性、不确定性和周期性等特点。特别地,该模型考虑了系统运行约束,对发电机输出进行了优化。在建立价格模型和优化模型的基础上,采用价差实物期权的方法对拟投资的发电资产进行评估。风险评估工具包括风险价值(VaR)和条件风险价值(CVaR)。通过在IEEE 30总线系统上的数值模拟试验,验证了该方法的有效性。
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