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Bearing state monitoring method and device, storage medium and machine equipment

A technology for machine equipment and bearings, used in the fields of bearing condition monitoring, devices, storage media and machinery and equipment, can solve the problem of high cost

Pending Publication Date: 2022-01-21
SCHAEFFLER TECH AG & CO KG
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

like figure 1 As shown, the current bearing condition detection method based on bearing temperature can only identify bearing failure in the late stage of bearing failure
In addition, although the vibration-based bearing condition detection method can identify the bearing failure in the early stage of bearing failure, it can only be used to monitor a part of the bearings in the gearbox as mentioned above and the cost of implementation is very high

Method used

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  • Bearing state monitoring method and device, storage medium and machine equipment
  • Bearing state monitoring method and device, storage medium and machine equipment
  • Bearing state monitoring method and device, storage medium and machine equipment

Examples

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Embodiment Construction

[0046] figure 2 A flow chart of a bearing condition monitoring method according to a preferred embodiment is shown. In this embodiment, the bearing state monitoring method to be described in detail below is implemented by the bearing state monitoring device to monitor the working state of all bearings in the gearbox for the wind power generator based on the bearing temperature. In another embodiment, it is also possible to only monitor the working status of a part of the bearings in the gearbox.

[0047] Such as figure 2 As shown, in the bearing condition monitoring method according to this embodiment, it is first necessary to obtain the temperature relationship (a) between different bearings in the gearbox. In this case, the temperature relationship between the various bearings in the gearbox is determined in particular by means of machine learning methods.

[0048] In order to obtain the temperature relationship between the various bearings in the gearbox by machine lea...

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Abstract

The invention relates to a bearing state monitoring method and device, a storage medium and machine equipment. The method comprises: obtaining a temperature relationship (a) between different bearings in the machinery equipment; selecting a reference bearing in real time and determining the real-time temperature of the reference bearing as a reference temperature (b); determining a real-time normal temperature range (c) of different bearings of the machine equipment in combination with the temperature relationship and the reference temperature; measuring a temperature (d) of the bearing in the machine equipment; and comparing the measured bearing temperature with a corresponding real-time normal temperature range (e). The device is used for executing the method. The computer readable medium carries an instruction, and when the instruction is executed, the device executes the method. The machine equipment comprises the bearing and the temperature sensor, and when the state of the bearing is monitored through the method, the temperature sensor measures the temperature of the bearing in the machine equipment.

Description

technical field [0001] The invention relates to a method, a device, a storage medium and the machine equipment itself for state monitoring of bearings in machine equipment. Background technique [0002] In mechanical equipment such as gearboxes in wind power generators, it is necessary to monitor the working status of rotating components such as bearings, shafts, gears, etc., in order to avoid service failures of wind power plants caused by failure of these rotating components, especially bearings. [0003] However, in current gearbox condition monitoring systems, vibration sensors and temperature sensors are usually installed on the housing. These sensors can only detect the state of the support bearings. For many other bearings in gearboxes, such as planetary gear bearings, there is currently no effective condition monitoring solution. [0004] also, figure 1 The lead times for identifying bearing failures according to existing bearing monitoring methods are shown. Suc...

Claims

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Application Information

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IPC IPC(8): G01M13/04G01M13/021
CPCG01M13/04G01M13/021
Inventor 关冉于庆峰王爱萍
Owner SCHAEFFLER TECH AG & CO KG
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