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基于差分演化算法的电气主接线拓扑重构技术

Topology Reconstruction Technology for Electrical Main Wiring Based on Differential Evolution Algorithm

  • 摘要: 当前电气主接线拓扑重构过程中,主要依靠逐步优化算法(POA)求出重构方案,比较依赖初始状态,导致重构后电网运行网损较高。为此,提出基于差分演化算法的电气主接线拓扑重构技术。深入分析配电网运行原理,确定电气主接线拓扑转换过程。设置电网运行失负荷损失最小化、电网运行开关动作成本最小化两个重构目标,并针对拓扑转换过程给出一系列重构约束条件。引入差分演化算法,借助其强大的搜索能力和优越的收敛性能,找到满足重构目标的最佳拓扑重构方案。实验结果表明,面向包含50个节点的配电网,应用该方法完成主接线拓扑重构,日常运行产生的网损仅为295 kW,极大提升了电力系统运行质量。

     

    Abstract: In the current process of electrical main wiring topology reconstruction, the reconstruction scheme mainly relies on the gradual optimization algorithm (POA), which is more dependent on the initial state, resulting in higher power grid operation losses after reconstruction. Therefore, a topology reconstruction technique for electrical main wiring based on differential evolution algorithm is proposed. Thoroughly analyze the operating principle of the distribution network and determine the process of electrical main wiring topology conversion. Set two reconstruction objectives: minimizing the loss of power grid operation under load and minimizing the cost of power grid operation switch actions, and provide a series of reconstruction constraints for the topology conversion process. Introducing differential evolution algorithm, leveraging its powerful search capability and superior convergence performance, to find the optimal topology reconstruction scheme that meets the reconstruction objectives. The experimental results show that for a distribution network containing 50 nodes, applying this method to complete the topology reconstruction of the main connection results in a daily operation loss of only 295 kW, greatly improving the quality of power system operation.

     

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