基于异构计算与实时可视化技术的综合能源大数据平台研究与应用

Research and Application of Integrated Energy Big Data Platform Based on Heterogeneous Computing and Real-time Visualization Technology

大数据技术是在复杂网络环境中处理海量数据的重要技术。产业的发展使得业务范围扩张,庞大的业务范围导致海量的数据,虽然以往的大数据技术能够有效对此进行处理,但在精确性、实时性上任然存在不足。为了实现可视化能源管控和提高大数据技术的应用价值,从电力企业的角度,提出一种基于异构计算机的实时可视化综合能源大数据平台,该平台能够以非侵入形式,与电力业务范围内各电力用户的异构计算机相互连接,以此获得更加准确的、与电力能源供给相关的数据,例如电力用户的用电习惯、用电特点等,以此在综合角度上对电力能源供给的状态进行可视化监控。

The big data technology is an important technology for processing massive data in complex network environments.Because the development of modern industries has expanded the scope of business,there are a huge amount of data under the premise of a large business scope.Although it can be effectively processed by the previous big data technology,it is not accurate and timely.This is a shortage.In order to realize visual energy management and control,and improve the application value of big data technology,this paper proposes a real-time visualization integrated energy big data platform based on heterogeneous computer from the perspective of power companies,which can be used in non-intrusive mode and power business.Heterogeneous computers of various power users are connected together to obtain more accurate data related to power supply,such as power usage habits and power consumption characteristics of power users,so as to provide power energy supply from a comprehensive perspective.The status is visually monitored.