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作 者:李伟 LI Wei(State Grid Shanxi Electric Power Company Datong Power Supply Company,Datong 037000,China)
机构地区:[1]国网山西省电力公司大同供电公司,山西大同037000
出 处:《通信电源技术》2024年第19期1-3,共3页Telecom Power Technology
摘 要:随着能源革命的深入推进,传统电力调度模式难以适应新形势下的电网运行需求。文章探讨了一种基于无线通信技术的自动化电力调度系统设计方案。该系统由数据采集、通信网络、智能调度以及用户交互4个功能模块组成,综合运用5G、远距离无线电(Long Range Radio,LoRa)、窄带物联网(Narrow Band Internet of Things,NB-IoT)等无线通信技术,结合深度学习、强化学习等人工智能算法,实现了电力系统的实时感知、智能决策以及高效执行。实验结果表明,与传统系统相比,该系统在数据采集准确率、通信效率、调度决策的经济性和安全性等方面均具有显著优势,研究成果对于推动能源电力系统的数字化、网络化、智能化发展具有重要意义。With the deepening of the energy revolution,the traditional power dispatching mode is difficult to adapt to the grid operation needs under the new situation.This paper discusses a design scheme of automatic power dispatching system based on wireless communication technology.The system is composed of four functional modules:data acquisition,communication network,intelligent scheduling and decision-making,and user interaction.It integrates wireless communication technologies such as 5G,Long Range Radio(LoRa),and Narrow Band Internet of Things(NBIoT),and combines artificial intelligence algorithms such as deep learning and reinforcement learning to realize realtime perception,intelligent decision-making,and efficient execution of the power system.The experimental results show that compared with the traditional system,the system has significant advantages in data acquisition accuracy,communication efficiency,scheduling decision economy and security.The research results are of great significance for promoting the digital,networked and intelligent development of energy and power system.
分 类 号:TM73[电气工程—电力系统及自动化]
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