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Fault prediction method, device and electronic equipment applied to Industrial Internet

An industrial Internet and fault prediction technology, applied in the computer field, can solve the problem that the accuracy and fault prediction efficiency cannot satisfy the producers, and achieve the effect of improving efficiency and reliability

Active Publication Date: 2022-07-29
深圳市玄羽科技有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

However, this method often cannot meet the needs of producers in terms of accuracy and fault prediction efficiency.

Method used

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  • Fault prediction method, device and electronic equipment applied to Industrial Internet
  • Fault prediction method, device and electronic equipment applied to Industrial Internet
  • Fault prediction method, device and electronic equipment applied to Industrial Internet

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Embodiment Construction

[0057] Example embodiments will now be described more fully with reference to the accompanying drawings. Example embodiments, however, can be embodied in various forms and should not be construed as limited to the examples set forth herein; rather, these embodiments are provided so that this application will be thorough and complete, and will fully convey the concept of example embodiments to those skilled in the art.

[0058] Furthermore, the described features, structures, or characteristics may be combined in any suitable manner in one or more embodiments. In the following description, numerous specific details are provided in order to give a thorough understanding of the embodiments of the present application. However, those skilled in the art will appreciate that the technical solutions of the present application may be practiced without one or more of the specific details, or other methods, components, devices, steps, etc. may be employed. In other instances, well-know...

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PUM

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Abstract

Embodiments of the present application provide a fault prediction method, apparatus, computer-readable medium, and electronic device applied to the Industrial Internet. The fault prediction method applied to the Industrial Internet includes: obtaining operation data in the current industrial production process and accessory information associated with the operation data; Abnormal operation ratio; obtain the service life corresponding to the accessory identifier, and determine the effective life ratio of the accessories according to the total operating time and the service life; determine the effective life ratio based on the abnormal operation ratio and the effective life ratio probability of failure of the mentioned accessories. By determining the proportion of abnormal operation according to the actual operating parameter values ​​of the accessories, and taking the operating time and service life of the accessories into account in the prediction of faults, the comprehensive and accurate fault prediction is ensured, and the efficiency of equipment monitoring in industrial production is improved. and reliability.

Description

technical field [0001] The present application relates to the field of computer technology, and in particular, to a fault prediction method, apparatus, computer-readable medium, and electronic device applied to the Industrial Internet. Background technique [0002] The Industrial Internet is a new type of infrastructure, application model and industrial ecology that is deeply integrated with the new generation of information and communication technology and the industrial economy. Manufacturing and service systems. In the actual industrial production process, by judging that the equipment may be abnormal by some signs that have not yet occurred, this judgment can be preliminarily screened by a certain model or algorithm, and then after manual confirmation, a warning is issued to the equipment engineer, Finally, it is confirmed on site whether there is a fault in the equipment, or a fault trend. However, this method often cannot meet the needs of producers in terms of accur...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06Q10/04G06Q50/30
CPCG06Q10/04G06Q50/30Y02P90/30
Inventor 贾昌武李鸿峰黄筱炼谭国豪
Owner 深圳市玄羽科技有限公司