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Short-term Electric Power Trading Strategies For Portfolio Optimization

机译:用于组合优化的短期电力交易策略

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摘要

In recent years, there have been significant expansions of the wholesale electricity market where a utility can sell its excess power day-ahead or real-time. In spite of these expansions, traders still in practice make often subjective and haphazard trading decisions based on their experiences and intuitions on profits and financial risks. Under these circumstances, in this article, we formulate an electric power portfolio model to quantify profits and financial risks in a single framework, taking the risks of forced outages and price differentials between day-ahead and real-time markets into account. Within our framework, the optimal trading decisions are obtained from maximizing the profit while minimizing the financial risk of the portfolio. Numerical analyses of examples show that trading decisions based on our approach significantly improve commonly used strategies by the traders.
机译:近年来,电力批发市场出现了显着扩展,公用事业可以提前或实时出售其多余的电力。尽管有这些扩展,交易者实际上仍然根据他们对利润和财务风险的经验和直觉做出主观和随意的交易决策。在这种情况下,本文中,我们制定了一个电力投资组合模型,以在单个框架中量化利润和财务风险,同时考虑了强制停电的风险以及日间市场与实时市场之间的价格差异。在我们的框架内,最佳的交易决策是从最大化利润而最小化投资组合的财务风险中获得的。实例的数值分析表明,基于我们的方法的交易决策显着改善了交易者常用的策略。

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