Research on Multi-Time-Scale Robust Economic Dispatch of Microgrid Considering Discrete Events

Liyan Wang, Lei Chen, Jian Du, Lu Tan, Xiaoyang Song, Chongyou Xu, Wenwen Sun
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Abstract

Flexible on-grid/off-grid microgrids can improve the resilience of distribution grids and achieve autonomous management of distributed energy. The economic dispatch of microgrid considering the uncertainty of renewable energy can fully absorb distributed energy, ensure grid security, improve power quality, and reduce operating costs. In order to realize multi-time-scale robust economic dispatch of microgrid considering discrete events, the microgrid dispatching models and results using different uncertainty analysis methods are compared and analyzed. It is proved that the data-driven distributed robust optimization method can take into account the model’s economy and conservatism at the same time. Aiming at the improvement of Day-ahead-Intraday-Real-time forecast accuracy of renewable energy and load, based on the model predictive control theory, a rolling scheduling strategy for multi-time scale collaborative optimization of microgrid is designed. The proposed optimal scheduling strategy can effectively deal with discrete events in the microgrid and realize the safe and economical operation of the microgrid.
考虑离散事件的微电网多时间尺度鲁棒经济调度研究
灵活的并网/离网微电网可以提高配电网的弹性,实现分布式能源的自主管理。考虑可再生能源不确定性的微电网经济调度,可以充分吸收分布式能源,保证电网安全,提高电能质量,降低运行成本。为了实现考虑离散事件的微网多时间尺度鲁棒经济调度,对采用不同不确定性分析方法的微网调度模型和结果进行了比较分析。结果表明,数据驱动的分布式鲁棒优化方法能够兼顾模型的经济性和稳健性。为了提高可再生能源和负荷的日前-当日-实时预测精度,基于模型预测控制理论,设计了一种微电网多时间尺度协同优化的滚动调度策略。所提出的最优调度策略能够有效地处理微电网中的离散事件,实现微电网的安全经济运行。
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