基于数据分析的电力工程动态智能监控技术研究
Research on Dynamic Intelligent Monitoring Technology for Power Engineering Based on Data Analysis
胡志凌1
作者信息
- 1. 安徽南瑞继远电网技术有限公司,安徽 合肥 230088
- 折叠
摘要
探讨了电力工程建设中动态智能监控技术的应用,研究这些技术在提升工程建设质量、效率和安全性方面的作用.首先,介绍了智能监控技术的核心元素,如实时数据采集和远程监控系统,并强调了它们在提升决策效率和精确性方面的重要性.随后,探讨了智能监控技术的核心组件,包括传感器、数据分析软件、监控界面及其协同工作的方式.特别关注了数据分析与智能决策支持系统在施工方法控制和环境因素控制方面的应用,突出了数据挖掘、模式识别和工程管理优化的重要性.最后,讨论了这些技术在实现更高效、更安全的电力工程建设中面临的挑战和未来的发展趋势.
Abstract
This article delves into the application of dynamic intelligent monitoring technology in power engineering con-struction.The article focuses on the role of these technologies in improving the quality,efficiency,and safety of engineer-ing construction.Firstly,the core elements of intelligent monitoring technology,such as real-time data collection and re-mote monitoring systems,were introduced,and their importance in improving decision-making efficiency and accuracy was emphasized.Subsequently,we delved into the core components of intelligent monitoring technology,including sen-sors,data analysis software,and monitoring interfaces,as well as the ways in which they work together.Special attention was paid to the application of data analysis and intelligent decision support systems in construction method control and en-vironmental factor control,highlighting the importance of data mining,pattern recognition,and engineering management optimization.Finally,the challenges and future development trends faced by these technologies in achieving more efficient and secure power engineering construction were discussed.
关键词
电力工程/动态智能监控/数据分析/智能决策支持系统/工程管理优化Key words
electric power engineering/dynamic intelligent monitoring/data analysis/intelligent decision support system/engineering management optimization引用本文复制引用
出版年
2024
NETL
NSTL
万方数据