智能网络算法在台区线损管理中的应用与性能分析

Application and Performance Analysis of Intelligent Network Algorithms in Line Loss Management in Power Stations

阐述人工神经网络的原理,分析卷积神经网络和循环神经网络的基本结构和应用。从台区线损预测、图像识别和序列分析方面,介绍智能算法在台区线损管理中的应用方法,并进行性能分析和比较。

This paper expounds the principle of artificial neural networks,analyzes the basic structures and applications of convolutional neural networks and recurrent neural networks.It introduces the application methods,performance analysis,and comparison of intelligent algorithms in line loss management in substations from the aspects of line loss prediction,image recognition,and sequence analysis.