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Conveying belt fault detection method, conveying belt fault detection device, computer equipment and storage medium

A technology for fault detection and conveyor belts, applied in measuring devices, computer components, calculations, etc., can solve problems such as low detection efficiency and high labor intensity, and achieve the effects of improving detection efficiency, reducing manpower input, and intelligentizing the detection process

Inactive Publication Date: 2020-02-28
深圳市通用互联科技有限责任公司
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  • Application Information

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Problems solved by technology

[0003] In the traditional solution, the use of hand-held vibration fault detection equipment to detect the conveyor belt requires a lot of manpower, high labor intensity, and low detection efficiency

Method used

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  • Conveying belt fault detection method, conveying belt fault detection device, computer equipment and storage medium
  • Conveying belt fault detection method, conveying belt fault detection device, computer equipment and storage medium
  • Conveying belt fault detection method, conveying belt fault detection device, computer equipment and storage medium

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Embodiment Construction

[0059] In order to make the purpose, technical solutions, and advantages of this application clearer, the following further describes this application in detail with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the application, and not used to limit the application.

[0060] The conveyor belt fault detection method provided in this application can be applied to figure 1 In the application environment shown. Among them, the sensor 104 is connected to the terminal 106 via USB. The sensor 104 collects the historical data sequence set generated during the historical operation of the conveyor belt 102, and transmits the historical data sequence set to the terminal 106 via USB. The terminal 106 divides the historical data sequence set to obtain the training data sequence set and the test training set, classifies and calculates the training data set to obtain the initial conveyor be...

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Abstract

The invention relates to a conveying belt fault detection method, a conveying belt fault detection device, computer equipment and a storage medium. A current data sequence of a conveying belt is acquired; feature extraction on the current data sequence is carried out, so that a current data feature set is obtained; the current data feature set is input into a pre-trained target conveying belt fault detection model; furthermore, the target conveying belt fault detection model outputs a fault detection value of the current data sequence; and the current working state of the conveying belt is determined according to the fault detection value of the current data sequence. Compared with the detection mode of the traditional hand-held vibration fault detection equipment, the method in the invention has the advantages that: after the trained target conveying belt fault detection model is obtained, the current data feature set extracted from the current data sequence of the conveying belt is directly input; the fault detection value of the current data sequence is obtained; therefore, the current working state of the conveying belt is determined; the detection process is intelligent; humaninput is reduced; and the detection efficiency is increased.

Description

Technical field [0001] This application relates to the technical field of artificial intelligence data processing, in particular to a conveyor belt fault detection method, device, computer equipment and storage medium. Background technique [0002] Conveyor belt is one of the indispensable items in human daily life, and has great application value in life, such as used in escalators, moving walks, automatic loading and unloading conveyor belts, production lines, and so on. During use, the conveyor belt needs to be inspected and maintained to ensure the normal use of the conveyor belt, reduce potential safety hazards, and avoid accidents. [0003] In the traditional solution, the use of hand-held vibration fault detection equipment to detect the conveyor belt requires a lot of manpower, labor intensity, and low detection efficiency. Summary of the invention [0004] Based on this, it is necessary to provide a conveyor belt fault detection method, device, computer equipment, and stor...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G01M13/023G01M13/028G06K9/62
CPCG01M13/023G01M13/028G06F18/241G06F18/214
Inventor 杨明
Owner 深圳市通用互联科技有限责任公司
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