孙惠娟, 张乐乐, 彭春华. 基于差异化需求响应模型预测控制的微网时域滚动优化调度[J]. 电网技术, 2021, 45(8): 3096-3104. DOI: 10.13335/j.1000-3673.pst.2020.1507
引用本文: 孙惠娟, 张乐乐, 彭春华. 基于差异化需求响应模型预测控制的微网时域滚动优化调度[J]. 电网技术, 2021, 45(8): 3096-3104. DOI: 10.13335/j.1000-3673.pst.2020.1507
SUN Huijuan, ZHANG Lele, PENG Chunhua. Time-domain Rolling Optimal Scheduling of Microgrid Based onDifferential Demand Response Model Predictive Control[J]. Power System Technology, 2021, 45(8): 3096-3104. DOI: 10.13335/j.1000-3673.pst.2020.1507
Citation: SUN Huijuan, ZHANG Lele, PENG Chunhua. Time-domain Rolling Optimal Scheduling of Microgrid Based onDifferential Demand Response Model Predictive Control[J]. Power System Technology, 2021, 45(8): 3096-3104. DOI: 10.13335/j.1000-3673.pst.2020.1507

基于差异化需求响应模型预测控制的微网时域滚动优化调度

Time-domain Rolling Optimal Scheduling of Microgrid Based onDifferential Demand Response Model Predictive Control

  • 摘要: 为充分利用需求响应资源并提升微网优化调度的可靠性,首先提出以日综合运行成本最低为目标构建计及差异化价格型需求响应的日前优化调度模型,并以此为基础,进一步将差异化需求响应机制与模型预测控制方法相结合,以滚动时域综合运行成本最低为目标构建基于日内时域滚动优化调度模型;鉴于上述微网时域滚动优化调度为复杂的动态优化问题,提出了一种时域滚动复合微分进化算法对模型进行高效快速地求解。微网算例应用结果验证了所提方法的有效性和优越性。

     

    Abstract: In order to make full use of demand response resources and improve the reliability of microgrid optimal scheduling, a daily optimal scheduling model considering differential price demand response is proposed in this paper. On this basis, further combining differential demand response mechanism with model predictive control method, a daily time domain rolling optimal scheduling model is constructed with the goal of minimizing the comprehensive operation cost in rolling time domain. In view of the complexity of the above time domain rolling optimization scheduling problem, a time domain rolling compound differential evolution algorithm is proposed to solve the model efficiently and rapidly. The effectiveness and superiority of the proposed method are verified by an example of microgrid.

     

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