云计算智能电网大数据驱动的方法研究
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引用本文:吴佳1,苏丹1,袁卫国1,杨延2.云计算智能电网大数据驱动的方法研究[J].计算技术与自动化,2020,(2):184-188
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吴佳1,苏丹1,袁卫国1,杨延2 (1. 国网冀北电力有限公司北京100053 2. 国网信通产业集团 北京中电普华信息技术有限公司北京100085) 
中文摘要:针对智能电网数据繁多、用户应用困难的技术问题,提出了智能电网大数据驱动方法,并设计出基于云计算软件平台管理智能电网大数据的系统。通过采用数据挖掘算法对智能电网大数据样本训练、学习,建立多个数据处理模型。根据决策树算法能够实现智能电网数据不同属性数据的分类,使得用户快速从浩瀚的云端数据库中获取目标数据,并将处理后的数据通过区块链系统保存,进而实现数据的永久性存储。不同用户通过签发密钥实现数据的共享,使得数据应用和管理更为便捷有效。本方案为智能电网大数据处理与应用提供了技术参考。
中文关键词:智能电网  大数据  驱动  数据挖掘  区块链
 
Research on Big Data Driven Method of Cloud Computing Smart Grid
Abstract:Aimed at the technical problems of smart grid data and user application difficulties,a smart grid big data driving method is proposed,and a system based on cloud computing software platform to manage smart grid big data is designed. This paper uses data mining algorithms to train and learn smart grid big data samples and build multiple data processing models,according to the decision tree algorithm,the classification of different attribute data of the smart grid data can be realized,so that the user can quickly obtain the target data from the vast cloud database,and the processed data is saved by the blockchain system to realize the permanent storage of data. Different users can share the data by issuing the secret key,which makes the data application and management more convenient and effective. The scheme designed provides technical reference for smart grid big data processing and application.
keywords:smart grid  big data  driver  data mining  blockchain
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