电力企业中台云化构建及大数据分析研究

Research on Middle Platform Construction and Large Data Analysis of Power Enterprises Based on Aliyun

电力企业通过构建中台提升共享式架构对业务的支撑.大数据分析是中台数据进一步综合应用的典型手段.本研究整合业务系统源数据,包括关系型及对象型的模型、实时、历史和记录类数据,基于阿里云的计算基础设施构建电力企业数据和服务中台,形成可扩展的服务共享体系.利用云环境中的大数据分析工具进行数据再加工,数据加工结果作为增量数据回补到中台,以服务形式发布,驱动包括数据资源管控及指标分析等各种类型应用的快速构建.中台构建与大数据分析有机结合,实现既有业务的数据资源沉淀和规范化管理的同时,又不断迭代衍生支持高层业务的数据,使数据资源总量有序增长、价值不断提升.

Electric power enterprises upgrade their business support by building a shared architecture in the middle platform.Big data analysis is a typical means for further comprehensive application of data.This research integrates business system source data,including relational and objectbased model,real-time,historical and record-based data,and builds power enterprise data and service platform based on Aliyun’s computing infrastructure to form an extensible service sharing system.Using the big data analysis tools in cloud environment for data reprocessing,the data processing results are replenished to the platform as incremental data,can be accessed through services,which drives the rapid construction of various types of applications,including data resource management and index analysis.By combining the construction of the middle-platform with the analysis of large data,the data resources of the existing business are managed in a standardized way.Data supporting high-level business is constantly derived iteratively.The total amount of data resources has increased in an orderly manner and the value has been continuously enhanced.