智慧发电企业数据中台架构及数字化应用

Data Middle Platform Architecture and Digital Application in IntelligentPower Generation Enterprises

当前发电企业在数字化和智慧化建设过程中,需要一个统一规范,适应发电企业特性和需求的数据中台架构体系作为基础支撑。本文通过分析智慧型发电企业数据中台的建设思路,从数据的技术能力建设和数据资产管理两个方面,构建了数据中台功能架构、技术架构和数据架构,涵盖了数据开发、数据模型、数据治理、数据资产、数据服务等多个层次的体系化建设。基于此,针对发电企业数字化和智慧化建设场景,通过本文的数据中台建设思路、架构体系和平台功能,阐述了数据中台在企业生产经营驾驶舱、报表及报告自动生成、设备故障预警、企业智能搜索的诸多应用,表明通过数据中台,不仅可以打通发电企业生产、经营和管理之间的业务壁垒,沉淀企业数据资产和经验知识,而且还能有效提升数据挖掘的价值,助力智慧发电企业建设目标的实现。

At present,in the process of digitalization and intelligent construction of power generation enterprises,a unified and standardized data middle platform architecture that adapts to the characteristics and needs of power generation enterprises is required as the basic support.This paper analyzes the construction ideas of the data center of intelligent power generation enterprises,and constructs the functional architecture,technical architecture and data architecture of data middle platform from the aspects of data technical capability construction and data asset management,covering data development,data model,systematic construction at multiple levels such as data governance,data assets,and data services.Based on this,digital and intelligent construction scenario for power generation enterprises,through the construction idea,architecture system and platform function of the data middle platform,this paper expounds the data middle platform in enterprise production and management cockpit,statements and reports generated automatically,the equipment fault early warning,the enterprise application of intelligent search.It shows that through the data middle platform,not only can the business barriers between the production,operation and management of power generation enterprises be broken up,and the enterprise data assets and experience knowledge can be accumulated,but also the value of data mining can be effectively improved,and the realization of the construction goals of intelligent power generation enterprises can be facilitated.