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A Novel Economic Load Dispatch Method for Microgrid Considering Incentive-based Demand Response

机译:考虑基于激励的需求响应的微普林的新型经济负荷分派方法

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Effective uncertainties management is required to realize stable operation for community microgrid consist of electricity loads, variable renewable energies (VREs), electric vehicles (EVs), and so on. The authors propose a robust energy management (REM) controller for optimizing system operation against the uncertainties. Useful solutions are provided to the microgrid system operator whereas if the power imbalances are occurred by unpredictable events. The functions of the proposed REM controller consist of loads/VREs forecasting algorithm using artificial intelligence techniques, day-ahead 24-hour unit commitment based on the prediction error, and intra-day 1-hour economic load dispatch (ELD) securing the feasible operation regions with controllable generators. This paper proposes a robust ELD method against the uncertainties, and the supply and demand mismatch at an unpredictable event time is effectively treated and resolved by using incentive-based demand response (IDR). The scheme of the IDR program based on genetic algorithm (GA) is offered from the system operator to the consumers in community microgrid. The feasible solutions are provided to the consumers as the incentive due to prevent the power imbalance problem.
机译:有效的不确定性管理是必须实现社区微电网的稳定运行所必需的,包括电力负荷,可变可再生能量(VRE),电动车辆(EVS)等。作者提出了一种强大的能量管理(REM)控制器,用于优化系统运行,防止不确定性。将有用的解决方案提供给MicroGrid系统操作员,而如果不可预测的事件发生功率不平衡。所提出的REM控制器的功能包括使用人工智能技术的负载/ VRE预测算法,基于预测误差的前任24小时单位承诺,以及第1小时的1小时经济负载调度(ELD)确保可行运行可控发电机的区域。本文提出了一种稳健的ELD方法,防止不确定因素,并且通过使用基于激励的需求响应(IDR)有效地处理和解决了不可预测的事件时间的供应和需求不匹配。从系统操作员提供基于遗传算法(GA)的IDR程序的方案,以社区微电网中的消费者。由于防止功率不平衡问题,可行的解决方案被提供给消费者作为激励。

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