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Processing method and system for operating data of industrial equipment

An industrial equipment and data processing technology, applied in the field of data processing, can solve the problems of low data analysis and analysis accuracy, etc., to achieve the effect of improving prediction results, improving user experience, and improving analysis accuracy

Active Publication Date: 2019-08-16
SHANGHAI ELECTRICGROUP CORP
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] The technical problem to be solved by the present invention is that the industrial equipment data processing method in the prior art has defects such as the inability to perform self-service analysis on the collected data and the analysis accuracy is not high, and the purpose is to provide an industrial equipment operation data processing method method and system

Method used

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  • Processing method and system for operating data of industrial equipment
  • Processing method and system for operating data of industrial equipment
  • Processing method and system for operating data of industrial equipment

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0073] Such as figure 1 As shown, the processing method of operating data of industrial equipment in this embodiment includes:

[0074] S101. Obtain historical operating parameter data of the industrial equipment within a historical set time;

[0075] S102. Perform feature analysis and processing on historical operating parameter data, and obtain historical operating parameter feature information;

[0076] S103, preset data processing steps;

[0077] Among them, the data processing steps are set in one-to-one correspondence with different historical operating parameter characteristic information.

[0078] S104: Recommend data processing steps based on historical operating parameter characteristic information;

[0079] S105: Process historical operating parameter data according to the recommended data processing steps;

[0080] That is, based on the specific characteristic information of the historical operating parameter data, automatically recommend which data processing steps to take fo...

Embodiment 2

[0084] Such as figure 2 As shown, the processing method of the operating data of the industrial equipment in this embodiment is a further improvement of Embodiment 1. Specifically:

[0085] Different historical operating parameter characteristic information corresponds to different processing priorities.

[0086] After step 103 and before step S104, the method further includes:

[0087] S10401. Sort the corresponding data processing steps in sequence according to the processing priority of different historical operating parameter characteristic information to form a first step execution list;

[0088] Step S104 includes:

[0089] S1041. Recommend the first step in sequence to perform the data processing steps sorted from front to back in the list;

[0090] Step S105 includes:

[0091] S1051, sequentially process historical operating parameter data according to the recommended data processing steps.

[0092] For example: when the operating parameter feature information includes missing val...

Embodiment 3

[0109] Such as image 3 As shown, the processing method of operating data of industrial equipment in this embodiment is a further improvement of Embodiment 1, specifically:

[0110] In this embodiment, the first step in embodiment 2 is used to execute the list.

[0111] Step S103 and then before step S104 further include:

[0112] S10402: According to the historical workflow of the industrial equipment stored in the database, count the frequency of occurrence of other data processing steps that are sorted immediately after one data processing step, and obtain a second step execution list according to the frequency;

[0113] S10403. Integrate the first step execution list and the second step execution list to obtain the target step execution list;

[0114] Among them, the processing priority of the data processing steps appearing in the first step execution list and the second step execution list at the same time is the highest;

[0115] The processing priority of the data processing step...

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Abstract

The invention discloses a processing method and system for operating data of industrial equipment. The processing method comprises steps of: acquiring historical operating parameter data of the industrial equipment in historical setting time; acquiring historical operating parameter characteristic information; presetting a data processing step, recommending the data processing step according to the historical operating parameter characteristic information, and processing the historical operating parameter data according to the recommended data processing step; establishing a status acquisitionmodel according to the processed historical operating parameter data; acquiring target operating parameter data of the industrial equipment in target setting time; and inputting the target operatingparameter data into the status acquisition model to acquire an operating status of the industrial equipment. In the method, the operating parameter data is analyzed automatically by automatically recommending the analysis step, that is, the user is guided to complete self-service data analysis, so that the model established in following step is more accurate and delivers more accurate results, andthe industry and industrial equipment are analyzed more accurately.

Description

Technical field [0001] The present invention relates to the technical field of data processing, in particular to a method and system for processing operating data of industrial equipment. Background technique [0002] At present, with the continuous improvement of the intelligent level of industrial equipment, the remote condition monitoring and intelligent operation and maintenance of industrial equipment are gradually being valued by enterprises, such as unattended wind turbines. The basis of remote intelligent operation and maintenance of industrial equipment is to collect and analyze the real-time operating parameters of industrial equipment, and then grasp the real-time operating status of industrial equipment, determine whether an abnormality occurs, or predict its future status, and realize operations such as prediction and maintenance. . [0003] In order to improve the efficiency of industrial equipment data analysis and lower the threshold of data analysis, assist engine...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G05B19/042
CPCG05B19/0428G05B2219/24024
Inventor 谢晓龙许伟郭双全
Owner SHANGHAI ELECTRICGROUP CORP
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