南方电网技术2025，Vol.19Issue(5)：73-82,10.DOI:10.13648/j.cnki.issn1674-0629.2025.05.007
面向配电网高频采集的通信资源智能编排技术
Intelligent Scheduling Technology of Communication Resource for High Frequency Collection in Distribution Networks
摘要
Abstract
Under the background of high proportion of new energy access,the development of high frequency distribution data collec-tion business is rapid,and the number of access terminals and business collection volume has surged,which puts higher requirements on the data collection,transmission,and processing capabilities of distribution networks.Therefore,a communication resource intel-ligent scheduling technology for high frequency collection in distribution networks is proposed.Firstly,a communication resource intelligent scheduling framework is constructed for high frequency collection in distribution networks.Secondly,based on consider-ing the sensitivity of high frequency connection services to latency and energy consumption,an optimization model is established with the goal of meeting differentiated business requirements.Finally,in response to issues such as terminal decision coupling and gateway selection conflicts,a communication resource intelligent scheduling algorithm based on business differentiation awareness is proposed.Through improved unilateral matching,the differentiated demand guarantee of high frequency collection business in distribution networks is achieved,avoiding the waste of computing resources.The simulation results show that the proposed algorithm reduces the average energy consumption of terminals by 58.54%and 73.98%respectively,and reduces the average data processing latency by 51.99%and 69.93%respectively compared to the comparative algorithm.关键词
配电网/高频采集/业务差异性感知/智能编排/单边匹配Key words
distribution network/high frequency collection/service differentiation awareness/intelligent scheduling/unilateral matching分类
动力与电气工程引用本文复制引用
路韬,张捷,张永旺,陈鹏,刘日荣,张科,李嘉杰..面向配电网高频采集的通信资源智能编排技术[J].南方电网技术,2025,19(5):73-82,10.基金项目
国家重点研发计划资助项目(2019YFE0118400) （2019YFE0118400）
中国南方电网有限责任公司科技项目(035900KK52220012,GDKJXM20220909).Supported by the National Key Research and Development Program of China(2019YFE0118400) （035900KK52220012,GDKJXM20220909）
the Science and Technology Project of China Southern Power Grid Co.,Ltd.(035900KK52220012,GDKJXM20220909). （035900KK52220012,GDKJXM20220909）
