资产价格建模:解除管制电力市场中调度和对冲(DASH)的决策辅助:电力组合优化的随机规划方法

S. Sen, Lihua Yu, T. Genc
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引用次数: 96

摘要

电力组合优化的DASH模型提供了一个工具,帮助决策者根据批发电力市场的机会协调生产决策。该方法基于随机规划模型,该模型通过统计建模和优化生成各种场景,选择表现良好的投资组合头寸。当与常用的固定混合策略进行比较时,我们的实验表明DASH模型比几种固定混合策略具有显着的优势。
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Asset price modeling: decision aids for scheduling and hedging (DASH) in deregulated electricity markets: a stochastic programming approach to power portfolio optimization
The DASH model for Power Portfolio Optimization provides a tool which helps decision-makers coordinate production decisions with opportunities in the wholesale power market. The methodology is based on a stochastic programming model which selects portfolio positions that perform well on a variety of scenarios generated through statistical modeling and optimization. When compared with a commonly used fixed-mix policy, our experiments demonstrate that the DASH model provides significant advantages over several fixed-mix policies.
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