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Electric power big data online analysis processing method, apparatus and device, and storage medium

A technology of analysis processing and data preprocessing, applied in the field of big data, it can solve the problems of difficulty in analyzing the inherent characteristics of maintenance data, insufficient processing capacity, and difficulty in dealing with multi-dimensional data analysis, and achieve the effect of improving comprehensive analysis and processing capacity.

Pending Publication Date: 2022-05-13
南方电网大数据服务有限公司
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Problems solved by technology

[0004] The existing power grid data analysis methods only collect and classify power grid data, and it is difficult to deal with multi-dimensional data analysis, it is difficult to analyze the inherent characteristics of maintenance data, and the processing capacity is insufficient

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  • Electric power big data online analysis processing method, apparatus and device, and storage medium
  • Electric power big data online analysis processing method, apparatus and device, and storage medium
  • Electric power big data online analysis processing method, apparatus and device, and storage medium

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Embodiment Construction

[0043] In order to make the purpose, technical solution and advantages of the present application clearer, the present application will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present application, and are not intended to limit the present application.

[0044] The method for online analysis and processing of electric power big data provided by the embodiment of this application can be applied to such as figure 1 shown in the application environment. Wherein, the terminal 101 communicates with the server 102 through a network. The data storage system can store data that needs to be processed by the server 102 . The data storage system can be integrated on the server 102, or placed on the cloud or other network servers. Wherein, the terminal 101 may be, but not limited to, various grid equipment such as a transformer, a ...

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Abstract

The invention relates to an electric power big data online analysis processing method and device, computer equipment, a storage medium and a computer program product. According to the invention, the observation data of each node in the power network can be collected in real time, data mining can be carried out on a large amount of observation data, useful power characteristic data can be obtained, and the comprehensive analysis processing capability of a large amount of different types of data is improved. The method comprises the following steps: acquiring original data of each node in a power grid; performing data preprocessing on the original data; carrying out attribute reduction on the preprocessed data to obtain power feature data; and classifying the power feature data according to a preset storage structure, and associatively storing the classified data in a preset database for data calling.

Description

technical field [0001] The present application relates to the field of big data technology, in particular to an online analysis and processing method, device, computer equipment, storage medium and computer program product of electric power big data. Background technique [0002] The power grid is a whole composed of substations of various voltages and transmission and distribution lines in the power system, including three units of power transformation, power transmission, and power distribution. The task of the power grid is to transmit and distribute electric energy and change voltage. Big data refers to a collection of data that cannot be captured, managed, and processed by conventional software tools within a certain period of time. It is a massive, high-growth rate that requires a new processing model to have stronger decision-making power, insight and discovery, and process optimization capabilities. and diversified information assets; online analytical processing is ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/06G06Q10/00G06Q50/06G06F16/215G06F16/23G06F16/2458G06F16/28
CPCG06Q10/0639G06Q10/20G06Q50/06G06F16/215G06F16/2358G06F16/2465G06F16/285
Inventor 杨荣霞
Owner 南方电网大数据服务有限公司
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