Data processing method and data processing device

A data processing and data technology, applied in the field of data processing methods and data processing devices, can solve problems such as inability to give analysis results, large data sparsity, and inability to give unified analysis and evaluation criteria

Pending Publication Date: 2021-07-06
中能融合智慧科技有限公司
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Problems solved by technology

[0002] At present, the energy industry Internet receives data from different power plant end systems, and the data types are rich and large in quantity; in addition, the configurations of different power plants are different, resulting in different types of data in different power plant end systems, and the data dimension is very high and the sparsity is very high. Big
[0003] The main disadvantage of data sparsity is that some key indicators may only appear in a few power plant-side systems, while other power plant-side systems have not set this key indicator or have not monitored/recorded this key indicator at all, resulting in I

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  • Data processing method and data processing device
  • Data processing method and data processing device

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Embodiment Construction

[0029] In order to enable those skilled in the art to better understand the solutions of the present invention, the following will clearly and completely describe the technical solutions in the embodiments of the present invention in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are only It is an embodiment of a part of the present invention, but not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts shall fall within the protection scope of the present invention.

[0030] It should be noted that the terms "comprising" and "having" and any variations thereof are intended to cover a non-exclusive inclusion, for example, a process, method, system, product or device comprising a series of steps or units is not necessarily limited to expressly instead of those steps or elements listed, may include ...

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Abstract

The invention discloses a data processing method and a data processing device. The method comprises the following steps: cleaning and extracting collected original data in sequence according to a preset rule; constructing a key index matrix according to the extracted data, wherein rows represent different users, and columns represent different key indexes; performing normalization processing on the key index matrix by adopting a preset algorithm, and performing dimension reduction processing on the normalized matrix; and obtaining a predicted value of the key index according to the matrix after dimension reduction processing and a preset algorithm. By adopting the data processing method disclosed by the invention, the sparsity of the original data is effectively reduced, and the data processing efficiency and the data analysis accuracy are improved; nd ain addition, missing key index data are supplemented by adopting the obtained predicted value, and support is provided for subsequent data analysis.

Description

technical field [0001] The present invention relates to the field of industrial Internet, in particular, to a data processing method and a data processing device. Background technique [0002] At present, the energy industry Internet receives data from different power plant end systems, and the data types are rich and large in quantity; in addition, the configurations of different power plants are different, resulting in different types of data in different power plant end systems, and the data dimension is very high and the sparsity is very high. big. [0003] The main disadvantage of data sparsity is that some key indicators may only appear in a few power plant-side systems, while other power plant-side systems have not set this key indicator or have not monitored / recorded this key indicator at all, resulting in During the analysis, it is impossible to give a unified analysis and judgment standard, and then it is impossible to give a reasonable analysis result, and it is ...

Claims

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Application Information

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IPC IPC(8): G06Q10/06G06Q10/04G06K9/62G06Q50/06
CPCG06Q10/06393G06Q10/04G06Q50/06G06F18/22
Inventor 马轶韩浩任延平赵俊
Owner 中能融合智慧科技有限公司
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