现代电力2026，Vol.43Issue(3)：475-483,9.DOI:10.19725/j.cnki.1007-2322.2024.0059
面向低碳智慧园区的通信设备运维管理优化方法
An Optimization Method of Communication Device Operation and Maintenance Management for Low-carbon Smart Parks
摘要
Abstract
The coordinated operation of services within a low-carbon smart park relies on a multitude of communication devices.These devices require regular maintenance,timely updates,and periodic replacements throughout their life cycles,imposing higher demands on the operation and maintenance management for park devices.To address this issue,in this paper we introduce an optimization method of communication device operation and maintenance management for low-carbon smart parks.Firstly,a communication framework is presented,enabling real-time interaction of high-frequency data among energy devices within the park.Secondly,a performance evaluation model is developed to assess the operation and maintenance of communication devices in low-carbon smart parks,as well as the device risks based on failure rate and failure loss.Subsequently,we formulate an optimization problem for communication device operation and maintenance management(CDOMM)with the primary objectives of minimizing risk and maintenance costs,which is then solved using a differential evolution algorithm.Finally,the simulation results demonstrate that in comparison to the traditional genetic-based communication device operation and maintenance management(G-CDOMM)algorithm and the differential evolution-based communication device operation and maintenance management(D-CDOMM)algorithm,the proposed algorithm achieves a reduction of 36.80%and 62.98%in average maintenance costs,respectively,as well as a decrease of 29.33%and 38.41%in average risk losses.关键词
智慧园区/差分进化/风险评估/设备运维/多模态通信Key words
smart park/differential evolution/risk assessment/device operation and maintenance/multi-modal communication分类
信息技术与安全科学引用本文复制引用
孔德羽,陈亚鹏,姚锦清,杨阳,周振宇..面向低碳智慧园区的通信设备运维管理优化方法[J].现代电力,2026,43(3):475-483,9.基金项目
国家电网有限公司总部管理科技项目资助"面向智慧园区低碳业务的多模态通信关键技术研究及试点应用"(52094021N010(5400-202199534A-0-5-ZN)).Project Supported by Science and Technology Project Managed by the Headquarters of SGCC"Key technology research and pilot application of multi-mode communication for low-carbon services in smart park"(52094021N010(5400-202199534A-0-5-ZN)). （52094021N010(5400-202199534A-0-5-ZN）
