The Intelligent Verification Technology of Bus Protection SCD File in Intelligent Substation Reconstruction and Expansion Project Based on Convolutional Neural Network
The Intelligent Verification Technology of Bus Protection SCD File in Intelligent Substation Reconstruction and Expansion Project Based on Convolutional Neural Network
In order to reduce the error rate of bus protection substation configuration description(SCD)file modification during the implementation of intelligent substation reconstruction and expansion project,an intelligent verification technology of bus protection SCD file in intelligent substation reconstruction and expansion project based on convolutional neural network is pro-posed.The interaction between bus protection and virtual terminals of different types of interval devices are analyzed.It focu-ses on the realization process of SCD file intelligent verification technology based on convolutional neural network,and gives 9 kinds of neural network structure parameters trained under different types of intervals and different construction methods.Taken the main transformer extension SCD check neural network as an example,the trained network parameters are analyzed to verify the superiority and rationality of the neural network structure parameters and learning parameters given by this method.
关键词
智能变电站/改扩建工程/变电站配置描述文件/卷积神经网络/智能校核
Key words
intelligent substation/reconstruction and expansion project/SCD file/convolutional neural network/intelligent verification
维普
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