电力信息与通信技术2026，Vol.24Issue(4)：61-68,8.DOI:10.16543/j.2095-641x.electric.power.ict.2026.04.08
基于人工数据湖和二次专业库的电力公共数据平台
Electric Power Public Data Platform Based on Artificial Data Lake and Secondary Professional Repository
摘要
Abstract
Comprehensive and standardized management of data assets is of great significance for power grid construction,technological development,and even management decision-making.However,it also faces difficulties,such as diverse data sources,difficult to establish a unified data model,and significant differences in professional requirements.On the basis of data lake technology and specialized processing service models,such as data middle platform,data warehouse,and data mart,a data unified management framework is proposed to meet the different practical application needs of multiple specialties,and the relevant supporting technologies and operational mechanisms are also analyzed.It is pointed out that a well-organized artificial data lake can achieve comprehensive management of large-scale heterogeneous data from multiple sources.Facing the application needs of different specialties,it is not necessary and difficult to establish a unified data service module.Based on the actual basic support and technical conditions,it is a feasible solution to merge relevant requirements and establish processing modules separately.This scheme enables a"broad access,refined output"and"holistic collection,professional support"management and application model for electric power data assets.关键词
电力公共数据平台/国网公共数据模型/国网企业资源计划/数据湖/数据资产/大数据Key words
electric power public data platform/state grid-common information model(SG-CIM)/state grid enterprise resource planning(SG-ERP)/data lake/data asset/big data分类
信息技术与安全科学引用本文复制引用
高志远,于芳,徐攀,夏旻,陈鹏..基于人工数据湖和二次专业库的电力公共数据平台[J].电力信息与通信技术,2026,24(4):61-68,8.基金项目
国家电网有限公司总部科技项目"面向典型场景的电网调度人工智能应用验证平台构建技术研究"(5100-202255384A-2-0-ZN). （5100-202255384A-2-0-ZN）
