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首页> 外文期刊>IEEE Transactions on Power Systems >Bidding strategies for electricity producers in a competitive electricity marketplace
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Bidding strategies for electricity producers in a competitive electricity marketplace

机译:竞争激烈的电力市场中电力生产商的竞标策略

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This paper presents a methodology for the development of bidding strategies for electricity producers in a competitive electricity marketplace. Initially, the problem is modeled as a two level optimization problem where, at the first level, a market participant tries to maximize his expected profit under the constraint that, at the second level, an independent system operator dispatches power solving an optimal power flow problem that minimizes total system cost. It is assumed that each supplier bids a linear supply function and chooses his bidding strategy based on probabilistic estimates of demand and rival behavior. Monte Carlo simulation is used to calculate the expected profit and Genetic Algorithms are employed to find the optimal strategy. Subsequently, the formulation is expanded to account for different market participants' risk profiles. It is shown that risk aversion may influence the optimal bidding strategy of an individual.
机译:本文介绍了在竞争激烈的电力市场中为电力生产商制定投标策略的方法。最初,该问题被模型化为两级优化问题,其中,在第一级,市场参与者试图在第二级由独立系统运营商分配功率来解决最优潮流问题的约束下,最大化其预期利润。使总系统成本降至最低。假设每个供应商都竞标线性供应函数,并根据需求和竞争对手行为的概率估计来选择其竞标策略。蒙特卡罗模拟用于计算预期利润,遗传算法用于寻找最佳策略。随后,扩展公式以说明不同市场参与者的风险状况。结果表明,规避风险可能会影响个人的最佳出价策略。

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