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边缘计算架构下考虑电力业务特性的缓存配置方法

陈柏旭 李晓华 蔡泽祥 胡明 梁旭冉 阳斌

电气传动2026,Vol.56Issue(5):61-69,9.
电气传动2026,Vol.56Issue(5):61-69,9.DOI:10.19457/j.1001-2095.dqcd26470

边缘计算架构下考虑电力业务特性的缓存配置方法

Cache Configuration Method Considering Power Service Characteristics in Edge Computing Architecture

陈柏旭 1李晓华 1蔡泽祥 1胡明 1梁旭冉 1阳斌1

作者信息

  • 1. 华南理工大学电力学院,广东 广州 510030
  • 折叠

摘要

Abstract

As the new power system evolves towards a high proportion of renewable energy access and multiple interactions,edge computing,as the core technology to support the intelligent upgrade of power system,is facing severe challenges of large-scale equipment access and complexity of power business.Aiming at the problem that the traditional static resource allocation model is difficult to adapt to the dynamic and heterogeneous characteristics of power services,the elastic effect of cache resources on the execution of power services was taken as the entry point,and a cache resource allocation method was proposed considering the characteristics of power services.Aiming at the optimization of service delay and resource utilization,the influence mechanism of power service characteristics on resource allocation was analyzed systematically,a constraint condition system driven by service characteristics was constructed,and the resource allocation problem was solved based on weight analysis method.By establishing and comparing the resource and business evaluation indicators under different configuration schemes,the feasibility and superiority of the proposed method were fully proved.

关键词

边缘计算/电力业务特性/弹性需求/缓存配置

Key words

edge computing/power service characteristics/elastic demand/cache configuration

分类

信息技术与安全科学

引用本文复制引用

陈柏旭,李晓华,蔡泽祥,胡明,梁旭冉,阳斌..边缘计算架构下考虑电力业务特性的缓存配置方法[J].电气传动,2026,56(5):61-69,9.

基金项目

广东省基础与应用基础研究基金(2024B1515250001) (2024B1515250001)

广东省自然科学基金(2025A1515010058) (2025A1515010058)

国家自然科学基金(52477098) (52477098)

电气传动

1001-2095

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