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基于深度学习的用电信息采集通信单元自动化检测系统

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智能电网的快速发展对用电信息采集通信单元的实时监测提出更高要求.文章探索基于深度学习的自动化检测系统,实现智能化的通信单元故障诊断、状态评估、趋势预测.仿真实验表明,该系统具有良好的跨场景泛化能力,为智能电网的可靠运行提供新思路和技术支撑.
Automated Detection System for Power Consumption Information Collection Communication Unit Based on Deep Learning
The rapid development of smart grid puts forward higher requirements for real-time monitoring of power consumption information collection and communication units.This paper explores an automatic detection system based on deep learning to realize intelligent fault diagnosis,state evaluation and trend prediction of communication units.The simulation results show that the system has good cross-scenario generalization ability,which provides new ideas and technical support for the reliable operation of smart grid.

smart gridselectricity consumption information collectioncommunication unit

陈新明

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国网山东省电力公司诸城市供电公司,山东诸城 262200

智能电网 用电信息采集 通信单元

2024

通信电源技术
武汉普天通信设备集团有限公司

通信电源技术

影响因子:0.389
ISSN:1009-3664
年,卷(期):2024.41(16)
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