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Generation planning for electric power utilities under market uncertainties: A real options approach.

机译:市场不确定性下的电力公司的发电计划:一种实物期权方法。

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The generation business in the U.S. is currently undergoing a transition from a regulated monopoly toward an uncertain, competitive market. Under the competitive market, the price of electric power as well as the corresponding revenue may be much less certain than before. These market uncertainties have increased the significance of two critical factors in generation planning. These factors are financial risks and managerial flexibilities.; In order to quantitatively and objectively address these two factors in generation planning, in this dissertation, we design and analyze a series of mathematical models based on the real options approach for generation planning. Hence, this dissertation can be viewed as a comprehensive study of the real options approach in generation planning.; The dissertation begins with a simple multiple-project single-option model based on the Black-Scholes option-pricing formula. This is followed by a single-project multiple-option model based on geometric Brownian motion process, binomial lattice, and backward dynamic programming.; Next, we design and analyze sophisticated multiple-project multiple-option models where the market values of the projects are assumed to be correlated. As before, we employ the backward dynamic programming over the lattice to determine the optimal options for the multiple projects and the corresponding values of the investment. Also, we investigate the roles of the correlation coefficients among projects in decision making and the value of an option.; In addition, we construct and analyze a traditional generation planning model that incorporates forced customer outage costs and forced utility outage costs. By incorporating forced customer outage costs, we attempt to take customer satisfaction level into account. We compare and contrast the models from the real options approach as well as the traditional approach.; We hope that the results of this dissertation will encourage utilities to effectively utilize the real options approach in generation planning under market uncertainties. As this approach can address the financial risks and managerial flexibility while the classical discounted cash flow approaches can not, we also hope that generation planning can be performed more quantitatively and objectively under the new economic uncertainties.
机译:美国的发电业务目前正在从规范的垄断向不确定的竞争性市场过渡。在竞争激烈的市场中,电力价格以及相应的收入可能比以前更加不确定。这些市场不确定性增加了发电计划中两个关键因素的重要性。这些因素是财务风险和管理灵活性。为了定量和客观地解决发电计划中的这两个因素,本文基于实物期权方法设计和分析了一系列数学模型。因此,本文可以看作是对发电计划中实物期权方法的全面研究。本文从基于Black-Scholes期权定价公式的简单多项目单期权模型开始。其次是基于几何布朗运动过程,二项式网格和向后动态编程的单项目多选项模型。接下来,我们设计和分析复杂的多项目多选项模型,其中假定项目的市场价值相互关联。和以前一样,我们在网格上采用向后动态编程来确定多个项目的最佳选择以及相应的投资价值。另外,我们研究了项目之间的相关系数在决策中的作用以及期权的价值。此外,我们构建并分析了传统的发电计划模型,该模型将强制客户停机成本和强制公用事业中断成本结合在一起。通过合并强制的客户停机成本,我们尝试考虑客户满意度。我们比较和对比了实物期权方法和传统方法的模型。我们希望本文的结果能够鼓励公用事业公司在市场不确定性的情况下有效地利用实物期权方法进行发电计划。由于这种方法可以解决财务风险和管理灵活性,而传统的现金流量折现法则不能解决,因此我们也希望在新的经济不确定性条件下,可以更加量化和客观地进行发电计划。

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