基于BIM的5G设备节能管理系统研究

Application Research of BIM Technology in Energy Saving Management of 5G Equipment

随着5G网络的大规模部署,5G基站数量不断增加,随之而来的高能耗问题日益突出。文章针对这一问题,提出一种基于建筑信息模型(Building Information Modeling,BIM)的5G设备节能管理系统。该系统通过融合物联网、大数据、人工智能(Artificial Intelligence,AI)等技术,构建数字孪生模型,实现设备能耗的实时监测、智能分析以及动态优化。同时,系统利用数据挖掘算法深入分析影响能耗的关键因素,并建立能耗预测模型,以实现精准诊断。此外,该系统基于优化理论自动生成节能策略,结合虚拟仿真技术评估,能够优化策略效果。应用实践表明,基于BIM的5G设备节能管理系统可显著降低5G设备能耗,推动5G网络的绿色低碳发展。

With the large-scale deployment of 5G networks,the number of 5G base stations is constantly increasing,and the issue of high energy consumption is becoming increasingly prominent.Aiming to address this pain point,this paper proposes an energy-saving management system for 5G equipment based on Building Information Modeling(BIM).The system integrates the Internet of Things,big data,Artificial Intelligence(AI)and other technologies to construct digital twin models,achieving real-time monitoring,intelligent analysis,and dynamic optimization of equipment energy consumption.At the same time,the system utilizes data mining algorithms to deeply analyze the key factors affecting energy consumption and establishes an energy consumption prediction model to enable precise diagnosis.In addition,the system automatically generates energy-saving strategies based on optimization theory,combined with virtual simulation technology evaluation,which can optimize the effectiveness of the strategies.Practical applications demonstrate that the BIM based 5G device energy-saving management system can significantly reduce the energy consumption of 5G devices and promote the green and low-carbon development of 5G networks.