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Impacts of Time-Varying Electricity Rates on Forward Contract Scheduling of DisCos

机译:时变电价对DisCos远期合同调度的影响

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摘要

Time-varying electricity rates enable demand-side potentials, which provide an opportunity for distribution companies (DisCos) to hedge against the financial risk imposed by volatile spot market prices and uncertain customers' load. In particular, time-varying rates can be effective alternatives for at least a portion of costly forward contracts. This paper establishes a stochastic framework to determine optimal forward market purchases under time-varying rates. Various electricity rating strategies with different time intervals covering flat, time-of-use, and real-time pricing schemes are considered. The objective of the framework is to maximize DisCo's expected profit while the exposure risk is restricted to a predetermined level. The risk is modeled using the conditional value at risk approach. The elastic behavior of demand is taken into account via the price elasticity matrix model. The proposed framework is formulated as a mixed-integer linear programming problem which can be easily solved through commercially available solvers. The effectiveness of the developed methodology is examined through comprehensive case studies based on real data from Finland. A detailed comparison on the scheduling of forward contracts under different rating strategies is also provided.
机译:随时间变化的电价使需求方的潜力得以发挥,这为配电公司(DisCos)提供了对冲因现货市场价格波动和不确定的客户负荷而带来的财务风险的机会。特别是,对于至少一部分昂贵的远期合同,时变汇率可能是有效的替代方案。本文建立了一个随机框架来确定时变利率下的最优远期市场购买量。考虑了具有不同时间间隔的各种电费定价策略,包括固定,使用时间和实时定价方案。该框架的目标是在风险敞口被限制在预定水平的同时,最大化DisCo的预期利润。使用条件风险值方法对风险进行建模。通过价格弹性矩阵模型考虑了需求的弹性行为。提出的框架被公式化为一个混合整数线性规划问题,可以通过市售求解器轻松解决。通过基于芬兰真实数据的综合案例研究,检验了所开发方法的有效性。还提供了对不同评级策略下的远期合约安排的详细比较。

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