基于大数据平台的新能源企业智慧中台搭建

CONSTRUCTION OF NEW ENERGY ENTERPRISE SMART MIDDLE PLATFORM BASED ON BIG DATA PLATFORM

当前,中国的新能源发展日新月异,加上大数据时代的到来,新能源行业逐渐朝着信息化、一体化、数字化、智能化的方向发展。作为新能源行业主力军之一,风电行业存在风电场无法有效利用风电机组远程监控系统产生的大量数据的问题。针对此,搭建了一套基于大数据平台的新能源企业智慧中台。该智慧中台以Hadoop&Spark技术架构为基础,能够存储所有历史数据、实时数据、关系数据和视频图像数据等各种企业业务系统数据,并利用多种存储技术对数据的存储和管理进行定位分析与整合,实现底层基础数据和上层数据应用的连接,有助于促进新能源企业对数据的资产化管理。

At present,China's new energy development is changing with each passing day,coupled with the arrival of the era of big data,the new energy industry is gradually developing in the direction of informatization,integration,digitization and intelligence.Aiming at the problem that wind farms in the wind power industry,one of the main forces in the new energy industry,cannot effectively utilize the large amount of data generated by the remote monitoring system of wind turbines,this paper builds a set of new energy enterprise smart middle platform based on the big data platform.The smart middle platform is based on Hadoop&Spark,which can store all historical data,real-time data,relational data,video and image data,and other enterprise business system data,and uses a variety of storage technologies to positioning,analysis and integration the storage and management of data,realize the connection between the underlying basic data and the upper-level data applications,it is helpful to promote the asset management of data by new energy enterprises.