基于一致性算法的增量配电网实时调度方法

Real-Time Scheduling Method for Incremental Distribution Network Based on Consistency Algorithm

为增强增量配电网实时调度效果,使配电网中各节点的负荷更均衡,引入一致性算法,针对增量配电网,提出了一种全新的实时调度方法。首先,利用注意力机制,预测未来任意一段时间增量配电网的负荷变化情况与需求,确定配电网实时调度目标;其次,构建增量配电网调度模型,为后续配电网实时调度提供支持;在此基础上,利用一致性算法进行增量配电网启发式全局搜索,通过模型的迭代,生成符合增量配电网实时调度要求的最优方案。结果表明,该方法在负荷均衡度方面表现更好,能更好地平衡增量配电网中的负荷,有效降低负荷的不均衡程度,调度效果优势显著。

To optimize the real-time scheduling effect of incremental distribution networks and make the load of each node in the distribution network more balanced,a consistency algorithm is introduced,and a new real-time scheduling method is proposed for incremental distribution networks.Firstly,using attention mechanism,predict the load changes and demands of the incremental distribution network for any future period of time,and determine the real-time scheduling goals of the distribution network.Secondly,build an incremental distribution network scheduling model to provide support for real-time scheduling of subsequent distribution networks.On this basis,a consensus algorithm is used for heuristic global search of incremental distribution networks,and through model iteration,the optimal solution that meets the real-time scheduling requirements of incremental distribution networks is generated.The results show that this method performs better in load balancing,can better balance the load in incremental distribution networks,effectively reduce the degree of load imbalance,and has significant advantages in scheduling effectiveness.