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Multi-dimensional data analysis method based on maintenance platform

A multi-dimensional data and maintenance platform technology, applied in the field of multi-dimensional data analysis based on the maintenance platform, can solve problems such as difficult to solve business structure, high cost, and regular maintenance cannot prevent random equipment failures, so as to reduce the probability of failure and improve The effect of maintenance management efficiency

Pending Publication Date: 2021-06-15
广东工程宝科技有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] At present, traditional equipment maintenance management has been difficult to solve the complex business structure of today's enterprises, and as the service life of equipment increases, regular maintenance cannot prevent random failures of any equipment, and maintenance personnel face a mountain of maintenance orders every day. A lot of time and energy are spent on manual statistics, and it is inevitable that there will be mistakes. It is even more difficult to obtain more data information through further analysis of existing data, which will greatly reduce the technical performance of the equipment.

Method used

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  • Multi-dimensional data analysis method based on maintenance platform

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Embodiment 1

[0031] Such as figure 1 As shown, the present invention provides a kind of multi-dimensional data analysis method based on maintenance platform, comprises the following steps:

[0032] S1: data acquisition step, acquiring data related to maintenance platform usage information,

[0033] Wherein, the data related to the maintenance platform usage information includes fault maintenance data, maintenance cost data, personnel KPI data, and user evaluation data, and the data related to the maintenance platform usage information is preprocessed;

[0034] In this step, the acquisition of the data related to the maintenance platform usage information can be based on the database of the maintenance platform used by the current enterprise, or the relevant data generated by the current enterprise during the maintenance management process can be entered through the data entry device.

[0035] The fault repair data includes but is not limited to report revision data, fault generation data,...

Embodiment 2

[0048] This embodiment also provides an electronic device, which includes a processor, a memory, and a computer program stored on the memory and operable on the processor, and the first embodiment is implemented when the processor executes the computer program. Multi-data analysis method based on maintenance platform in .

[0049] This embodiment also provides a computer storage medium, on which a computer program is stored, and when the computer program is executed by a processor, the above method can be realized. If the method of the present invention is realized in the form of a software function unit and sold or used as an independent product, it can be stored in the computer storage medium. Based on this understanding, the present invention realizes all or part of the processes in the methods of the above embodiments, and can also be completed by instructing related hardware through a computer program. The computer program can be stored in a computer storage medium, and t...

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Abstract

The invention discloses a multi-dimensional data analysis method based on a maintenance platform, which comprises the following steps of: acquiring data related to maintenance platform use information, preprocessing the data, summarizing some data which is easy to repeat in advance, adding the data into a data queue for checking repetition, and removing repeated data in the data; endowing each variable of the data related to the maintenance platform use information with a threshold value, and deleting and modifying the data exceeding a normal threshold value range; classifying and clustering the sorted data related to the use information of the maintenance platform according to the module division theory and time of the maintenance platform to form a multi-aspect statistical analysis chart with different time scales and module structure ranges; and presetting an early warning model, performing data analysis on the classified and clustered data related to the maintenance platform use information according to a preset hidden danger early warning rule, and outputting hidden danger report data. The method can help an enterprise to perform maintenance data management, and improves the maintenance management efficiency of the enterprise.

Description

technical field [0001] The invention relates to the technical field of data analysis, in particular to a multi-dimensional data analysis method based on a maintenance platform. Background technique [0002] As the scale of enterprises becomes larger and larger, the reliability of equipment operation determines whether the production of enterprises can run normally, and enterprises have gradually increased their requirements for the reliability and performance of production equipment. While equipment is constantly being upgraded, it is extremely important for enterprises to strengthen equipment management, attach importance to equipment safety, and improve management quality. [0003] At present, traditional equipment maintenance management has been difficult to solve the complex business structure of today's enterprises, and as the service life of equipment increases, regular maintenance cannot prevent random failures of any equipment, and maintenance personnel face a mounta...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/06G06Q10/10G06Q10/00G06F16/182G06K9/62
CPCG06Q10/0639G06Q10/103G06Q10/20G06F16/182G06F18/23G06F18/24
Inventor 李少钊李春树
Owner 广东工程宝科技有限公司