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Calculation of stochastic generation costs considering wind power generation

机译:考虑风力发电的随机发电成本计算

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This paper represents a calculation method of stochastic generation cost (SGQ taking into consideration the wind power generation expressed as random variables, and shows its necessity. As wind power generation is stochastically predictable, a system demand should be expressed to a random variable with its own probability density function (PDF) instead of a constant value in unit commitment (UQ and economic dispatch (ED) problems, etc. Assuming that the produced wind power generation is fully consumed in power systems, total generation distributed to thermal generators, which becomes a modified system load, is equal to the difference between total system demand and total wind power generation. Given that the total wind generation is based on normal distribution, the modified system load should be also based on normal distribution. The proposed method is applied to illustrative examples and simple UC problems.
机译:本文代表了一种随机发电成本(SGQ)的计算方法,该方法考虑了以随机变量表示的风力发电,并显示了其必要性。由于风力发电是随机可预测的,因此系统需求应该用随机变量表示为随机变量概率密度函数(PDF),而不是单位承诺(UQ和经济调度(ED)问题等)中的恒定值。假定发电系统中已完全消耗了风力发电量,则总发电量将分配给热力发电机,修正后的系统负荷等于系统总需求量与总风力发电量之差,由于总风力发电量基于正态分布,因此修正后的系统负荷也应基于正态分布,该方法适用于说明示例和简单的UC问题。

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