| 基于云计算软件平台的智能电网大数据驱动研究 |
投稿时间：2019-04-03 修订日期：2019-05-20  点此下载全文 |
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| 中文摘要:本文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。本文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,不同用户通过签发秘钥实现数据的共享,使得数据应用和管理更为便捷、有效。本文设计的方案将数据挖掘算法与区块链技术结合起来,不仅优化了数据处理的效率,还为数据的管理和共享提供了有力的保障,为智能电网大数据处理与应用提供技术参考。 |
| 中文关键词:智能电网 大数据 驱动 数据挖掘 区块链 |
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| Research on Smart Grid Big Data Drive Based on Cloud Computing Software Platform |
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| Abstract:Aimed at the technical problems of smart grid data and user application difficulties in this paper, 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 in this paper combines data mining algorithm with blockchain technology, which not only optimizes the efficiency of data processing, but also provides a powerful guarantee for data management and sharing, and provides technical reference for big data processing and application of smart grid. |
| keywords:Smart grid big data driver data mining blockchain |
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