摘要
大数据技术的出现为电力行业带来了新的发展机会,为电力传统服务模式的转变提供了有力的技术支撑。在信息化高速发展的今天,电力行业每天都产生着较大的数据量,大数据技术有效地解决了大量数据的存储、计算以及挖掘等问题。文章首先介绍了目前电力行业的数据特点以及其存在的问题,然后介绍了大数据技术Hadoop/Spark,以及其基本的存储与计算组件,最后提出了基于Hadoop/Spark技术的电力大数据解决方案,着手解决电力大数据的存储、计算,并利用数据挖掘技术挖掘历史数据中的有用信息,为决策层提供决策支持。
The emergence of big data technology has brought new opportunities for the development of electric power industry. Meanwhile it provides a strong technical support for the transformation of its traditional service mode. In the development of information technology, the power industry produces a large amount of data every day, for a large number of data storage, computing and data mining, large data technology can solve these problems effectively. This paper first introduces the data characteristics and the existing problems of the electric power industry, and then introduces the big data technology of Hadoop/Spark, the basic storage and computing components. Finally proposes the power big data solutions based on Hadoop/Spark technology to solve the power big data storage, computing, and with data mining technology to mine useful information in historical data, to provide decision support for decision making.
出处
《江苏科技信息》
2016年第29期53-56,71,共5页
Jiangsu Science and Technology Information
关键词
大数据
电力大数据
决策支持
big data
electric power big data
Hadoop/Spark
decision support
