现代电子技术2026，Vol.49Issue(10)：16-21,6.DOI:10.16652/j.issn.1004-373x.2026.10.003
基于多模态感知的配电室故障检测系统设计
Design of distribution room fault detection system based on multimodal perception
摘要
Abstract
As a critical component of power systems,distribution room operation failures can lead to severe consequences.In allusion to the limitations of current distribution room detection systems:such as reliance on single-sensor data acquisition,neglect of environmental factors,and excessive dependence on manual inspections,a distribution room fault detection system based on multimodal perception is proposed.In terms of hardware implementation,a distributed management system and an environmental equipment status sensing terminal are designed.The distributed management system is deployed on multiple key devices in the distribution room by means of a distributed architecture,enabling equipment detection and status information collection.The environmental equipment status is used to sensing terminal integrates multi-parameter environmental monitoring modules such as temperature and humidity,and dust concentration to collect environmental status in real time.Two types of terminals can communicate via the RS 485 bus.The environment and equipment status sensing terminal can complete data integration and upload it to the cloud through the 4G network.In terms of software,an intelligent cloud platform is designed and a visual operation and maintenance interface is developed,which can realize functions such as equipment monitoring,real-time analysis and status judgment,and monitoring data visualization.After actual engineering tests,this solution can monitor multiple key equipment in the distribution room,significantly improving the operational reliability of the equipment.It demonstrates high-precision detection capability,millisecond-level response speed and excellent system stability,and can provide a technical reference for the digital transformation of distribution rooms.关键词
配电室/故障检测/分布式管理/多模态感知/STM32/智能云平台Key words
distribution room/fault detection/distributed management/multimodal perception/STM32/intelligent cloud platform分类
信息技术与安全科学引用本文复制引用
陈云龙,周书民,汪志成,应志涛..基于多模态感知的配电室故障检测系统设计[J].现代电子技术,2026,49(10):16-21,6.基金项目
江西省科技合作专项项目:"一带一路"及中非科技合作(重点项目):柬埔寨新能源电力智联网技术研究与应用示范(20212BDH80008) （重点项目）
抚州市揭榜挂帅项目(江西赣电):变电设备健康状态在线诊断及智能云平台 （江西赣电）
江西省重大科技专项:梯次储能关键技术研究及应用示范(20233AAE02008) （20233AAE02008）
九江市2025年度企业重大技术需求"揭榜挂帅"项目:电力设备运行状态多模态感知与智能诊断系统研发 （）
