物联网技术在变电站运维中的应用研究
Applicative Study of IoT Technology in Substation Operation and Maintenance
顾思 1王飞1
作者信息
- 1. 国网东台市供电公司,江苏 东台 224200
- 折叠
摘要
随着国家大力推进智能电网建设,变电站逐步实现了智能化,但其运行维护工作与传统的变电站相比更加复杂,因此基于物联网技术构建智能变电站运行维护管理系统,实现对变电站运行维护和管理的智能化操作.该智能运行维护管理系统通过配置在变电站中的智能电表和传感器将变电站的运行数据和环境数据采集到智能终端,并且通过无线数据传输技术传输到云服务器,再通过神经网络模型对数据进行深度处理和挖掘,大幅度降低了运行维护工作量,提高了运行维护效率.经过试验验证,所提出的方法具有较高的可靠性及适用性,可以进行大规模推广应用.
Abstract
As China vigorously promotes the construction of smart grid,substations have gradually become intelligent,and their operation and maintenance work is more complicated compared with traditional substations.Therefore this paper reports the design of an intelligent substation operation and maintenance management system based on IoT technology to realize intelligent operation and management of substation operation and maintenance.The intelligent operation and main-tenance system collects substation operation data and environmental data from smart meters and sensors in substations to intelligent terminals,and transmits them to cloud servers by employing wireless data transmission technology,and then processes and mines the data deeply through neural network models,which significantly reduces workload and improves efficiency with respect to operation and maintenance.The method proposed in this paper is verified by experiments to have high reliability and applicability,and deserve large-scale application.
关键词
物联网/变电站/神经网络Key words
Internet of Things/substation/neural network引用本文复制引用
出版年
2024
NETL
NSTL
万方数据