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面向用户的区域电网电压协同控制技术研究

Research on User-oriented Voltage Cooperative Control Technology of Regional Power Grid
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摘要 针对区域电网电压分布零散,电网电压协同区段控制不力的问题,采用改进型矩阵算法将电网中不同的区段实现节点与优化目标之间的关联。构建改进型离散猴群算法实现离散型区域电网电压节点的搜索,在改进型离散猴群算法模型中加入DE-BP神经网络算法模型,通过差分进化DE算法模型实现待控制电压区域中不同目标函数信息的最优化搜索,BP神经网络算法模型能够实现优化目标的故障诊断,最终实现用户不同区域电网电压的协同控制。实验表明,这种方法检索能力强,平均正确率在95%以上。 In view of the scattered voltage distribution of the regional power grid and the ineffective control of the grid voltage coordinated section,an improved matrix algorithm is used to associate the nodes and optimization goals in different sections of the power grid,and an improved discrete monkey group algorithm is constructed to realize the discrete area.For the search of power grid voltage nodes,the DE-BP neural network algorithm model is added to the improved discrete monkey group algorithm model,and the differential evolution DE algorithm model is used to achieve the optimal search for different objective function information in the voltage area to be controlled.The BP neural network is enabled.The algorithm model can realize the fault diagnosis of the optimization target,and finally realize the coordinated control of the voltage of the power grid in different regions of the user.Experiments have shown that the method has strong retrieval capabilities,with an average accuracy rate of more than 95%.
作者 任小航 易春磊 王世友 柴良明 REN Xiaohang;YI Chunlei;WANG Shiyou;CHAI Liangming(Ruili Power Supply Bureau of Yunnan Power Grid Co.,Ltd.,Ruili 678600,China)
出处 《微型电脑应用》 2024年第5期68-72,共5页 Microcomputer Applications
基金 云南电网有限责任公司(YNKJXM20170842)。
关键词 区域电网电压 协同区段 改进型矩阵算法 改进型离散猴群算法 差分进化DE算法模型 regional power grid voltage cooperative section improved matrix algorithm improved discrete monkey group algorithm differential evolution DE algorithm model
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