论文标题
使用F-MBC机制协调异质延迟载荷
Coordination of Heterogeneous Deferrable Loads using the F-MBC Mechanism
论文作者
论文摘要
提高生产商在电网中的参与需要有效的操作策略,以利用分布式能源(DER)提供的灵活性来匹配供求。本文研究了最近提出的延期载荷协调方案的协调性能:预测基于市场的控制(F-MBC)。对模拟设置进行增强功能,以实现在现实情况下的性能分析,具有异质载荷和开放式仿真范围。制定了操作场景,以展示F-MBC与可再生和灵活生成的组合支持的F-MBC安排具有动态载荷配置文件的延迟载荷的异质种群的能力。生成了设备的可用性模式,以考虑不同的用户偏好。仿真结果表明,F-MBC能够为具有较高初始功耗的设备实现良好的分布式调度性能。但是,发现初始功耗较低的设备的性能不那么令人满意。确定了进一步改进F-MBC方案及其应用的多个指示。
Increasing participation of prosumers in the electricity grid calls for efficient operational strategies for utilizing the flexibility offered by Distributed Energy Resources (DER) to match supply and demand. This paper investigates the coordination performance of a recently proposed coordination scheme for deferrable loads: Forecast Mediated Market Based Control (F-MBC). Enhancements are made to the simulation setup to enable an analysis of performance in realistic scenarios, with heterogeneous loads and an open-ended simulation horizon. Operational scenarios were formulated to showcase the ability of F-MBC to schedule heterogeneous populations of deferrable loads with dynamic load profiles, supported by a mix of renewable and flexible generation. Availability patterns of devices were generated to take into account varying user preferences. Simulation results indicate that F-MBC was able to achieve good distributed scheduling performance for devices with a high initial power consumption. However, performance for devices with low initial power consumption has been found to be less satisfactory. Several directions for further improvement of the F-MBC scheme and its applications are identified.