Distributed smart grid data analysis platform based on cloud computing

A technology of data analysis and smart grid, applied in the direction of electrical digital data processing, calculation, energy-saving calculation, etc., to achieve the effect of easy deployment and implementation, and improvement of capabilities

Inactive Publication Date: 2018-06-29
GUANGDONG UNIV OF TECH
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  • Abstract
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Problems solved by technology

[0004] Combining the above two points, the invention of this paper provides a distributed smart grid data analysis platform based on cloud computing, which intends to solve the problems of massive grid data storage, analysis and processing

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  • Distributed smart grid data analysis platform based on cloud computing
  • Distributed smart grid data analysis platform based on cloud computing

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Embodiment Construction

[0024] In order to describe the advantages of the technical solutions of the present invention more clearly, the specific implementation manners of the present invention will be further described in detail below in conjunction with the accompanying drawings.

[0025] The specific implementation steps are as follows:

[0026] Such as figure 1 The architecture of a distributed smart grid data analysis platform based on cloud computing includes data collection layer, cloud computing layer, middle layer and presentation layer. The lower layer provides information and data services to the upper layer. The data collection layer collects distributed smart grid data and preprocesses these data, and provides standardized original power grid data to the cloud computing layer; the cloud computing layer introduces the Hadoop platform to perform user power consumption analysis and power distribution on the power data. Statistics and other data analysis tasks; the middle layer is responsi...

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Abstract

The invention discloses a distributed smart grid data analysis platform based on cloud computing. The distributed smart grid data analysis platform comprises a data collection layer, a cloud computinglayer, an intermediate layer and a presentation layer. Each lower layer provides information and data services to the corresponding upper layer. The data collection layer collects distributed electric energy data and preprocesses the data, and provides original electric energy data to the cloud computing layer; the cloud computing layer introduces a Hadoop platform to perform data analysis taskssuch as user power utilization analysis, power distribution counting and the like on the electric energy data; the intermediate layer includes a Web background program, a communication service moduleWebHadoopServer communicated with a Web application and Hadoop, and a result data saving and loading module; the presentation layer achieves the presentation of the analysis result of the electric energy data. The platform utilizes the advantages of cloud computing platforms in processing of massive data to improve the efficiency of electric energy data analysis tasks.

Description

technical field [0001] The invention relates to the field of cloud computing data analysis and processing, in particular to a cloud computing data analysis platform for distributed electric energy data. Background technique [0002] In recent years, with the development of smart grids, massive amounts of distributed electric energy data have emerged. These data include real-time power grid panorama data generated during the operation of the power grid system, data generated by equipment inspection and monitoring, power consumption data collected by smart terminals, and external energy, weather and other types of data collected during the application process. In addition, these massive power grid data hide a lot of valuable information, including the operating status of power equipment, user power consumption behavior, and load characteristics of different users. The useful knowledge obtained from the analysis and research of these data can provide useful references for issu...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F17/30G06Q50/06
CPCG06F16/2465G06F16/284G06Q50/06Y02D10/00
Inventor 郭景文
Owner GUANGDONG UNIV OF TECH
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