机电工程技术2025，Vol.54Issue(20)：110-114,5.DOI:10.3969/j.issn.1009-9492.2025.20.020
基于光纤传感技术的输电网环境性能监测预测系统设计
Design of Transmission Network Environmental Performance Monitoring and Prediction System Based on Fiber Optic Sensing Technology
摘要
Abstract
A transmission network environmental performance monitoring and prediction system based on fiber optic sensing technology is designed,which combines passive and strong anti electromagnetic interference capabilities.Fiber optic sensors are used instead of electronic sensors for monitoring transmission lines.By monitoring indicators such as temperature,humidity,and atmospheric pressure of the transmission network,the status of the transmission lines can be monitored in real time to ensure the safety of transmission.The feasibility of the system is verified through simulation,and a transmission network environmental performance monitoring software is developed using C++programming language and SQL Server database.The system software can monitor the real-time status parameters of transmission lines and the environment,including temperature,humidity,and atmospheric pressure of the transmission network,and display them through real-time and historical curves.At the same time,an intelligent transmission network environmental performance prediction system based on machine learning is designed to predict environmental temperature.Three prediction models are constructed using historical environmental temperature data and real-time monitoring data,providing more comprehensive and reliable decision support for operation and maintenance work,and preventing transmission line network failures and losses caused by environmental changes.关键词
光纤传感/性能监测/性能预测/人工智能Key words
fiber optic sensing/performance monitoring/performance prediction/artificial intelligence分类
信息技术与安全科学引用本文复制引用
黎泽,罗湘雄,赖明昊,梁俊炜,涂华凯,朱正阳,陈泽宇,林琅..基于光纤传感技术的输电网环境性能监测预测系统设计[J].机电工程技术,2025,54(20):110-114,5.基金项目
广州铁路职业技术学院大学生创新创业项目(2023CXCY006) （2023CXCY006）
