基于深度神经网络优化的继电保护系统故障定位分析

Analysis of Fault Location in Relay Protection Systems Based on DNN Optimization

阐述深度神经网络的原理,深度神经网络优化,包括边界合成少数类过采样技术、随机森林算法筛选特征项、优化深度神经网络模型的应用,探讨基于深度神经网络的继电保护系统故障定位方法。

This paper expounds tthe principles of deep neural networks,optimization of deep neural networks,including boundary synthesis minority class oversampling technology,random forest algorithm for feature selection,optimization of deep neural network models,and exploration of fault location methods for relay protection systems based on deep neural networks.