基于Octave卷积网络与协同进化的智能变电站光缆配线自动布局优化设计  

Automatic Layout Optimization Design of Optical Cable Distribution in Intelligent Substation Based on Octave Convolutional Network and Coevolution

作　　者：李志荣 邹文峰 周俊宏 李杨 易文灿 段晓辉 LI Zhirong;ZOU Wenfeng;ZHOU Junhong;LI Yang;YI Wencan;DUAN Xiaohui(Huizhou Power Supply Bureau of Guangdong Power Grid Co.,Ltd.,Huizhou 516000,China;Guangdong Huacheng Electric Power&Energy Co.,Ltd.,Zhuhai 519000,China)

机构地区：[1]广东电网有限责任公司惠州供电局,广东惠州516000 [2]广东华成电力能源股份有限公司,广东珠海519000

出　　处：《微型电脑应用》2025年第2期304-308,共5页Microcomputer Applications

摘　　要：为了增强智能变电站光缆配线的布局经济性与适用性,设计基于Octave卷积网络与协同进化的智能变电站光缆配线自动布局优化方法。遵循智能变电站预制舱的舱外接线步骤,采用Octave卷积网络规划智能变电站单只光缆路径,Octave卷积网络通过卷积运算光缆全部路径点的总能量函数,获取总能量最小路径,作为智能变电站单只光缆最佳配线路径;并采用多蚁群协同进化算法,结合单只光缆最佳路径进行协同寻优,得到不穿越障碍物且总长度最短的多光缆线路配线自动布局结果。经实验验证,经该方法布局后的智能变电站光缆配线方案可有效避开障碍物,能够使用最短光缆长度完成配线布局,同时可有效降低智能变电站光缆的线路损耗与故障率,保障智能变电站光缆运行安全。In order to enhance the layout economy and applicability of optical cable distribution in intelligent substation,an automatic layout optimization method of optical cable distribution in intelligent substation based on Octave convolutional network and coevolution is designed.Following the extravehicular wiring steps of the prefabricated cabin of the intelligent substation,the Octave convolutional network is used to plan the path of a single optical cable in the intelligent substation.The Octave convolutional network obtains the minimum path of the total energy through the convolution calculation of the total energy function of all path points of the optical cable,which is the best wiring path of a single optical cable in the intelligent substation.The multi-ant colony coevolution algorithm is used in combination with the best path of a single optical cable for collaborative optimization,and the automatic layout results of the multi-optical cable line with the shortest total length and no obstacle are obtained.The experimental results show that the optical cable distribution scheme of the intelligent substation after the layout method can effectively avoid obstacles,use the shortest optical cable length to complete the distribution layout,and effectively reduce the line loss and failure rate of the optical cable of the intelligent substation,so as to ensure the operation safety of the optical cable of the intelligent substation.

关 键 词：Octave卷积网络 协同进化 智能变电站 光缆配线 自动布局 光缆路径 

分 类 号：TM76[电气工程—电力系统及自动化]