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Equipment production condition monitoring method and system based on vibration detection and storage medium

A technology of vibration detection and vibration measurement, which is applied in vibration testing, forecasting, measuring devices, etc., can solve the problems of inability to intelligently and effectively monitor the production status of equipment and consume manpower and material resources, so as to reduce the production and labor costs of enterprises and promote the development of enterprises. The effect of production efficiency

Pending Publication Date: 2022-05-06
HANGZHOU WEIMING XINKE TECH CO LTD +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] The present invention proposes a device condition monitoring method system and storage medium based on vibration detection, aiming to solve the problem that the current paper packaging industry cannot intelligently and effectively monitor the production status of equipment and consumes manpower and material resources.

Method used

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  • Equipment production condition monitoring method and system based on vibration detection and storage medium
  • Equipment production condition monitoring method and system based on vibration detection and storage medium
  • Equipment production condition monitoring method and system based on vibration detection and storage medium

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0053] figure 1 A schematic diagram of the steps of the vibration detection-based equipment condition monitoring method according to the embodiment of the present application is shown in . Such as figure 1As shown, the equipment condition monitoring method based on vibration detection in the embodiment of the present application specifically includes the following steps:

[0054] S101: Obtain vibration measurement data during equipment production.

[0055] First of all, it is necessary to install a vibration detection device. The vibration detection device can be installed at the place where the vibration of the paper packaging cutting equipment is relatively obvious by means of magnetic adsorption. Specifically, install a wired power supply or use your own rechargeable battery; use your mobile phone to scan the QR code to set up a wifi network to connect to the server testing center.

[0056] When collecting data through the vibration detection device, the vibration detect...

Embodiment 2

[0083] This embodiment provides an equipment condition monitoring system based on vibration detection. For details not disclosed in the equipment condition monitoring system based on vibration detection in this embodiment, please refer to the equipment condition monitoring method based on vibration detection in other embodiments specific implementation content.

[0084] Figure 4 A schematic structural diagram of a device condition monitoring system based on vibration detection according to an embodiment of the present application is shown in .

[0085] Such as Figure 4 As shown, the equipment status monitoring system based on vibration detection in the embodiment of the present application specifically includes a data acquisition module 10 , a production status prediction module 20 , an equipment status model module 30 and an equipment status monitoring unit 40 .

[0086] specific,

[0087] Data acquisition module 10: used to acquire vibration measurement data during equi...

Embodiment 3

[0110] This embodiment provides a device condition monitoring device based on vibration detection. For details not disclosed in the device condition monitoring device based on vibration detection in this embodiment, please refer to the device condition monitoring method based on vibration detection in other embodiments Or the specific implementation content of the system.

[0111] Figure 5 A schematic structural diagram of a device condition monitoring device 400 based on vibration detection according to an embodiment of the present application is shown in .

[0112] Such as Figure 5 As shown, the device condition monitoring device 400 includes:

[0113] Memory 402: for storing executable instructions; and

[0114] Processor 401: used to connect with memory 402 to execute executable instructions so as to complete the motion vector prediction method.

[0115] Those skilled in the art can understand that the Figure 5 It is only an example of the equipment status monitori...

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Abstract

The invention provides an equipment condition monitoring method and system based on vibration detection, and a computer medium, and the method specifically comprises the steps: obtaining vibration measurement data in an equipment production process; predicting an equipment production state according to the vibration measurement data; predicting equipment state data corresponding to the equipment production state through the trained equipment state model; and comparing the equipment state data with the vibration measurement data to obtain a data comparison result, and judging whether the equipment is abnormal or not according to the data comparison result. The vibration detection device is installed on the paper package cutting equipment, and the production and operation conditions of the equipment are analyzed and monitored in real time through the deep learning model; and meanwhile, the production efficiency of enterprises is improved through productivity estimation, and the production and labor cost of the enterprises is reduced.

Description

technical field [0001] The present application belongs to the technical field of equipment detection, and in particular relates to a vibration detection-based equipment condition monitoring method, system and storage medium. Background technique [0002] At present, the paper packaging industry has experienced a stage of rapid development, and now it has formed a considerable production scale and has become an important part of the manufacturing field. With the development of informatization, introducing informatization and intelligence into the paper packaging industry is the key to future industry competition in the market. For example, improving the production efficiency in the paper packaging production process by making the mechanical equipment intelligent is an industry problem that needs to be solved urgently. [0003] However, the production equipment and production mode in the paper packaging industry are still dominated by the traditional mode. The production sta...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06K9/62G06N3/04G06Q10/04G01M7/02
CPCG01M7/025G06Q10/04G06N3/044G06F2218/02G06F2218/04G06F2218/12G06F18/23213G06F18/214
Inventor 孙广宇罗国杰韩平吕家力张波孙康睿
Owner HANGZHOU WEIMING XINKE TECH CO LTD