Data analysis platform and method for electric power system

A data analysis and power system technology, applied in the field of data analysis, can solve problems such as inability to mine data knowledge and large data processing limitations

Inactive Publication Date: 2012-04-11
STATE GRID CORP OF CHINA +2
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] In view of this, the present invention provides a power system data analysis platform and method to overcome the problems in the prior art that the relational database is deployed on a single node due to the large limitation of data processing and the inability to perform knowledge mining on the data

Method used

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  • Data analysis platform and method for electric power system
  • Data analysis platform and method for electric power system
  • Data analysis platform and method for electric power system

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Experimental program
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Embodiment 1

[0041] figure 1 For the power system data analysis platform disclosed in the embodiment of the present invention, see figure 1 As shown, the power system data analysis platform 10 may include:

[0042] Data storage system 101, for adopting cloud distributed database to store data to be processed;

[0043] Wherein, the data to be processed is the data collected by the Internet of Things, sensor business or business system; meanwhile, the data storage system 101 provides an interface between the power system data analysis platform 10 and the sensing device, and also provides an interface for Oracle, The ETI (Extraction-Transform-Loading, data extraction-conversion-loading) service of relational databases such as Sybase imports the data in the relational database into the described power system data analysis platform 10;

[0044] With the premise of using the cloud distributed database to store the data to be processed, the system can use parallel computing technology to proces...

Embodiment 2

[0057] image 3 It is a schematic diagram of the second structure of the power system data analysis platform disclosed in the embodiment of the present invention, see image 3 As shown, the power system data analysis platform 30 may include:

[0058] Data storage system 101, for adopting cloud distributed database to store data to be processed;

[0059] The management service system 102 is configured to issue an operation command for analyzing the data to be processed, and the operation command includes real-time query, multi-dimensional analysis and / or machine learning;

[0060] A data processing system 103, configured to perform instant query, multi-dimensional analysis and / or machine learning on the data to be processed according to the operation command;

[0061] The portal system 301 is used to provide users with a unified operation interface;

[0062] The portal system 301 can provide users with a unified entrance and a simple and easy-to-operate interface. The system...

Embodiment 3

[0069] Figure 4 For the flow chart of the power system data analysis method disclosed in the embodiment of the present invention, see Figure 4 As shown, the method may include:

[0070] Step 401: Receive an operation command issued by the management service system to analyze the data to be processed, and the operation command includes real-time query, multi-dimensional analysis and machine learning;

[0071] Step 402: The data processing system performs real-time query and / or multi-dimensional analysis and / or machine learning on the data to be processed stored in the cloud distributed database according to the operation command;

[0072] Wherein, processing the data to be processed according to the operation command may specifically include: querying the corresponding data to be processed according to the received instant query request; and / or analyzing the corresponding data to be processed according to the received multidimensional analysis command; and / or according to th...

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Abstract

The invention discloses a data analysis platform and method for an electric power system. The platform stores data to be processed by virtue of a cloud distributed database, performs instant inquiry and / or multidimensional analysis and / or machine learning and the like on the data to be processed according to a received operation instruction of analyzing the data to be processed and carries out the knowledge mining on the data to be processed through the machine learning algorithm analysis. The data analysis platform and method for the electric power system disclosed by the invention can be used for extracting unknown and valuable data through a machine learning algorithm, thereby proving a powerful support for enterprise decision making.

Description

technical field [0001] The present invention relates to the field of data analysis, and more specifically relates to a power system data analysis platform and method. Background technique [0002] With the continuous improvement of the national grid level and the wide application of various smart devices, the amount of data obtained by the power industry in terms of work has also increased dramatically. [0003] For the needs of the work, the user needs to analyze and process the acquired data. However, the existing information management systems of power grid enterprises basically use traditional relational databases, such as Oracle and Sybase, for data storage. These relational databases are generally deployed on a single node. Data processing is also carried out on a single node basis, which greatly restricts the processing of data by the existing information management system of power grid enterprises, and basically can only focus on data query and small-scale data summ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q50/06G06F17/30G06N20/00
CPCG06Q50/06G06Q30/0202G06F16/2471G06N20/00
Inventor 刘建明王继业栗宁范鹏展王风雨吕厚雷李晓珍
Owner STATE GRID CORP OF CHINA
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