Electricity Markets under Uncertainty

J. Alvarez, K. Ponnambalam, V. Quintana
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引用次数: 3

Abstract

In the ideal world, electricity markets are solved under the assumption that all quantities are deterministic. This is the equivalent of assuming that one can perfectly predict future levels of demand and supply. In the real world, the biggest source of uncertainty comes precisely from demand and supply levels. A clear understanding of the economical implications of randomness from supply and demand in electricity markets is still lacking. Random variations of any kind introduce risk. Therefore, one would be interested in somehow minimizing the risk when solving an electricity market. This paper explains the economical implications of minimizing the risk introduced by supply and demand uncertainties. The risk minimization technique used in this work is based on the well known mean-variance Markowitz theory.
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不确定的电力市场
在理想世界中,电力市场是在所有数量都是确定的假设下解决的。这相当于假设人们可以完美地预测未来的需求和供给水平。在现实世界中,最大的不确定性恰恰来自于需求和供给水平。对电力市场供需随机性的经济含义仍缺乏清晰的认识。任何类型的随机变化都会带来风险。因此,在解决电力市场问题时,人们会对最小化风险感兴趣。本文解释了最小化供给和需求不确定性带来的风险的经济含义。在这项工作中使用的风险最小化技术是基于众所周知的平均方差马科维茨理论。
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