Fault prediction method and device applied to industrial internet and electronic equipment

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

Active Publication Date: 2022-05-03
深圳市玄羽科技有限公司
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  • 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 and device applied to industrial internet and electronic equipment
  • Fault prediction method and device applied to industrial internet and electronic equipment
  • Fault prediction method and device applied to industrial internet and electronic equipment

Examples

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Embodiment Construction

[0057] Example embodiments will now be described more fully with reference to the accompanying drawings. Example embodiments may, however, be embodied in many 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 concepts 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 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-known methods,...

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Abstract

The embodiment of the invention provides a fault prediction method and device applied to an industrial internet, a computer readable medium and electronic equipment. The fault prediction method applied to the industrial internet comprises the following steps: acquiring operation data in a current industrial production process and accessory information associated with the operation data; determining an abnormal operation proportion according to operation parameters in the operation data, the current-round operation duration and a preset parameter threshold value; obtaining the service life corresponding to the accessory identifier, and determining the effective life ratio of the accessory according to the total operation time and the service life; and based on the abnormal operation proportion and the effective life proportion, determining the probability that the accessory breaks down. The abnormal operation proportion is determined according to the actual operation parameter value of the accessory, and meanwhile, the operation duration and the service life of the accessory are also considered in fault prediction, so that the comprehensive and accurate fault prediction is ensured, and the efficiency and the reliability of equipment monitoring in industrial production are improved.

Description

technical field [0001] The present application relates to the field of computer technology, in particular, to a fault prediction method, device, computer-readable medium and electronic equipment 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. Through the comprehensive connection of people, machines, things, systems, etc., a new network covering the entire industry chain and the entire value chain is built. manufacturing and service systems. In the actual industrial production process, by judging that there may be abnormalities in the equipment that have not yet occurred but through certain signs, this judgment can be screened through a certain model or algorithm, and then after manual confirmation, a warning will be issued to the equipment e...

Claims

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Application Information

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Patent Type & Authority Applications(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
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