Health management method and system for intelligent manufacturing equipment

A health management system and intelligent manufacturing technology, applied in manufacturing computing systems, data processing applications, electrical digital data processing, etc., can solve problems such as large economic losses, threats to the life safety of workers, hidden dangers, etc., to save costs, avoid Personal injury and difficulty reduction effects

Pending Publication Date: 2020-07-03
TONGDING INTERCONNECTION INFORMATION CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The technical problem to be solved by the present invention is: in order to solve the problems in the prior art that lack of effective supervision on the operating status of large-scale intelligent manufacturing equipment, causing potential safety hazards, large economic losses, and threatening the safety of staff, an intelligent manufacturing equipment is provided health management method and system

Method used

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  • Health management method and system for intelligent manufacturing equipment
  • Health management method and system for intelligent manufacturing equipment

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Embodiment 1

[0041] This embodiment provides a health management method for intelligent manufacturing equipment, such as figure 1 shown, including:

[0042] Step 1. Collect historical operating parameters of intelligent manufacturing equipment under normal conditions, and construct a historical data set of equipment status.

[0043] In this embodiment, in the early stage, the historical operating parameters of the intelligent manufacturing equipment in the normal state are collected through the data acquisition device installed on the large-scale intelligent manufacturing equipment. Preprocessing, constructing equipment status historical data set.

[0044] The historical operating parameters collected in this embodiment include vibration parameters, noise parameters, temperature parameters, humidity parameters, voltage parameters, current parameters and power parameters of large intelligent manufacturing equipment. The data acquisition devices involved include vibration sensors, noise se...

Embodiment 2

[0065] This embodiment provides a health management system for intelligent manufacturing equipment, including a historical data collection module, a fault mode construction module, a current data collection module and a fault evaluation module.

[0066] The historical data collection module is used to collect historical operating parameters of intelligent manufacturing equipment under normal conditions, and construct a historical data set of equipment status.

[0067] The failure mode construction module is used for performing correlation analysis on the equipment state historical data set, and constructing an equipment failure mode library.

[0068] The current data collection module is used for real-time collection of current operating parameters during the operation of the intelligent manufacturing equipment.

[0069] The state evaluation module is used to match the preprocessed current operating parameters with the data information of the equipment failure mode library, ev...

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Abstract

The invention relates to a health management method and system for intelligent manufacturing equipment, and the method comprises the steps: collecting historical operation parameters of the intelligent manufacturing equipment in a normal state, and constructing an equipment state historical data set; performing association analysis on the equipment state historical data set to construct an equipment fault mode library; acquiring current operation parameters of the intelligent manufacturing equipment in the operation process in real time; and matching the current operating parameters with datainformation of the equipment fault mode library, evaluating the state of the current intelligent manufacturing equipment, and carrying out fault early warning when judging that a fault hidden danger exists. According to the invention, the problems of potential safety hazard, large economic loss and threatening of life safety of workers due to lack of effective supervision on the operation state oflarge intelligent manufacturing equipment in the prior art can be solved.

Description

technical field [0001] The invention belongs to the technical field of large-scale intelligent manufacturing equipment, and in particular relates to a health management method and system for intelligent manufacturing equipment. Background technique [0002] At present, the accelerated development of the global industrial Internet has become the focus of attention, the focus of development, and the focus of competition around the world. As a large industrial country, my country is accelerating the development of the industrial Internet and promoting the evolution and upgrading of industrial digitalization, networking, and intelligence. It is an inevitable choice to achieve high-quality economic development. [0003] At present, the global manufacturing industry is accelerating towards the era of digitalization and intelligence, and intelligent manufacturing has an increasing impact on the competitiveness of manufacturing industries. The equipment in the field of intelligent ...

Claims

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Application Information

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IPC IPC(8): G06F16/22G06F16/2458G06Q10/06G06Q50/04G01D21/02
CPCG06F16/2246G06F16/2462G06F16/2465G06Q10/0639G06Q50/04G01D21/02Y02P90/30
Inventor 赵学健蔡文杰陈斌沈林林
Owner TONGDING INTERCONNECTION INFORMATION CO LTD
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