Maintenance plan prediction method and device, electronic equipment and storage medium

A technology of maintenance planning and forecasting methods, applied in the field of data processing, can solve the problems of increasing production loss, reducing production stability, high labor cost production loss, etc., and achieve the effect of improving efficiency

Inactive Publication Date: 2020-07-03
青岛创新奇智科技集团股份有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, the setting of scheduled maintenance requires a lot of experience accumulation. When the frequency of scheduled maintenance is high, it will bring high labor costs and production loss during maintenance; and when the frequency of scheduled maintenance is low, it will reduce the power equipment. Reliability, leading to the occurrence of equipment abnormalities, will also reduce the available cycle of power equipment and increase production losses
Unscheduled maintenance will bring more unstable factors to production, reduce the stability of production, and increase maintenance costs

Method used

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  • Maintenance plan prediction method and device, electronic equipment and storage medium
  • Maintenance plan prediction method and device, electronic equipment and storage medium
  • Maintenance plan prediction method and device, electronic equipment and storage medium

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Embodiment Construction

[0042] Reference will now be made in detail to exemplary embodiments, examples of which are illustrated in the accompanying drawings. When the following description refers to the accompanying drawings, the same numerals in different drawings refer to the same or similar elements unless otherwise indicated.

[0043] Power equipment is a common type of equipment in industrial production. The maintenance of power equipment is also a routine work in industrial production. Therefore, it is necessary to design a reasonable maintenance plan to remind when the power equipment should be maintained and the equipment after maintenance is normal. Operating time and other information, so that a comprehensive evaluation can be made on the maintenance time and the economic benefits and consumption brought about by the maintenance.

[0044] figure 1 It is a schematic diagram of the application scenario of the maintenance plan prediction method provided by the embodiment of the present applic...

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Abstract

The invention provides a maintenance plan prediction method and device, electronic equipment and a storage medium, and the method comprises the steps: obtaining the sensor information of power equipment and a plurality of candidate maintenance plans, and enabling the candidate maintenance plans to comprise maintenance time points; inputting the sensor information and the candidate maintenance plans into a constructed prediction model, and obtaining equipment service lives which are output by the prediction model and correspond to the candidate maintenance plans; for each candidate maintenanceplan, calculating a feedback parameter corresponding to the candidate maintenance plan according to the equipment service life and the maintenance time point corresponding to the candidate maintenanceplan; and selecting a target maintenance plan from the plurality of candidate maintenance plans according to the feedback parameter corresponding to each candidate maintenance plan. According to themethod, extra cost consumption caused by maintenance can be balanced, and benefits caused by prolonging the service cycle of the equipment can be balanced, so that an optimal maintenance plan is found, and the efficiency of the power equipment is improved.

Description

technical field [0001] The present application relates to the field of data processing, in particular to a maintenance plan prediction method and device, electronic equipment, and a storage medium. Background technique [0002] Power equipment is the equipment that converts, conducts and adjusts various energy semantics in nature, including motors, generators, transformers and so on. These devices are commonly used in industrial production and are important components of production lines, heat dissipation systems, and transmission systems. If there is an unplanned shutdown, it will cause serious economic losses. [0003] In order to prevent unplanned downtime of power equipment, regular maintenance of power equipment is required. Existing maintenance plans are formulated manually based on experience, which can be roughly divided into periodic scheduled maintenance and unscheduled maintenance after abnormality is detected. However, the setting of scheduled maintenance requir...

Claims

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Application Information

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Patent Type & AuthorityApplications(China)
IPC IPC(8): G06Q10/04G06Q10/00G06Q30/02
CPCG06Q10/04G06Q10/20G06Q30/0283
Inventor张发恩徐凤逸
Owner青岛创新奇智科技集团股份有限公司