A method for optimizing process parameters of a rolling bearing assembly

By constructing a functional relationship between the assembly process parameters and the service performance indicators and performing multi-objective optimization processing, the optimal assembly process parameters are automatically obtained, which solves the problem of insufficient optimization of process parameters in bearing assembly and improves the service performance of the bearing.

CN116186917BActive Publication Date: 2025-10-10FOSHAN UNIVERSITY
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Patent Information

Application Number
CN202211575356.9
Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
Filing Date
2022-12-08
Publication Date
2025-10-10
Estimated Expiration
2042-12-08

AI Technical Summary

Technical Problem

The existing technology lacks systematic process parameter optimization during bearing assembly, resulting in large differences in bearing service performance and an inability to effectively improve the bearing service performance.

Method used

By constructing a functional relationship between the assembly process parameters and the service performance indicators and performing multi-parameter and multi-objective optimization processing, the optimal assembly process parameters, including assembly load, assembly phase and connection load, are automatically obtained to improve the service performance of the bearing.

Benefits of technology

It realizes automatic optimization of bearing service performance, improves the maximum contact stress, friction torque, critical speed of the rotor system, unbalance response and dynamic stability of the bearing, and improves the overall service performance of the bearing.

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Patent Text Reader

Abstract

The application relates to the technical field of bearings and provides a rolling bearing assembling and adjusting process parameter optimization method, which comprises the following steps: S1, a function relationship formula is constructed with assembling and adjusting process parameters as independent variables and service performance indexes as dependent variables; S2, multi-parameter and multi-target optimization processing is carried out with the assembling and adjusting process parameters as optimization parameters and the service performance as an optimization target; S3, an optimization result is obtained, and the optimization result is used as the optimized assembling and adjusting process parameters; wherein the service performance indexes are bearing body service performance parameters or bearing-rotor system service performance parameters, the service performance indexes are bearing body service performance parameters or bearing-rotor system service performance parameters, and the bearing-rotor system service performance is rotor system critical speed, rotor system unbalance response or rotor system dynamic stability. The application can automatically obtain the optimized assembling and adjusting process parameters and improve the service performance of the rolling bearing.
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Description

TECHNICAL FIELD

[0001] The present application relates to the technical field of bearings, in particular to a rolling bearing adjustment process parameter optimization method. BACKGROUND

[0002] Bearing is an important part in modern mechanical equipment, its main function is to support the mechanical rotating body, reduce the friction coefficient in the movement process, and ensure the rotation accuracy. The bearing adjustment process parameters are closely related to the service performance of the bearing. By optimizing the adjustment process parameters of the bearing, the service performance of the bearing can be improved.

[0003] At present, many bearings in China are assembled on the rotor system by the experience of the assembly workers, the quality parameters of the rolling bearings qualified in the actual use have large performance differences, the influence of the adjustment process on the service performance of the bearing and the rotor system is not considered, and the optimization of the process parameters in the actual adjustment depends on experience.

[0004] After searching, it is found that there is no method for improving the service performance of the bearing by optimizing the adjustment process parameters of the bearing. Therefore, it is necessary to develop a rolling bearing adjustment process parameter optimization method to improve the service performance of the bearing. SUMMARY

[0005] Based on this, in order to improve the service performance of the bearing, the present application provides a rolling bearing adjustment process parameter optimization method, and the specific technical scheme is as follows:

[0006] A rolling bearing adjustment process parameter optimization method, comprising the following steps:

[0007] S1, a function relationship formula is constructed with the adjustment process parameters as the independent variable and the service performance index as the dependent variable;

[0008] S2, a multi-parameter multi-objective optimization process is carried out with the adjustment process parameters as the optimization parameters and the service performance as the optimization target;

[0009] S3, the optimization result is obtained, and the optimization result is used as the optimized adjustment process parameter.

[0010] The rolling bearing adjustment process parameter optimization method can automatically obtain the optimized adjustment process parameter and improve the service performance of the rolling bearing by constructing the function relationship formula with the adjustment process parameters as the independent variable and the service performance index as the dependent variable, and carrying out the multi-parameter multi-objective optimization process with the adjustment process parameters as the optimization parameters and the service performance as the optimization target.

[0011] Further, the adjustment process parameters are adjustment load, adjustment phase or connection load.

[0012] Furthermore, the service performance index is a service performance parameter of the bearing body or a service performance parameter of the bearing-rotor system.

[0013] Furthermore, the bearing service performance is the maximum contact stress of the bearing or the friction torque of the bearing.

[0014] Furthermore, the service performance of the bearing-rotor system is the critical speed of the rotor system, the unbalanced response of the rotor system or the dynamic stability of the rotor system.

[0015] Furthermore, a computer-readable storage medium stores a computer program, which implements the rolling bearing assembly process parameter optimization method when the computer program is executed by a processor. BRIEF DESCRIPTION OF THE DRAWINGS

[0016] The present invention can be further understood from the following description in conjunction with the accompanying drawings. The components in the figures are not necessarily drawn to scale, but rather the emphasis is placed on illustrating the principles of the embodiments. In different views, the same reference numerals designate corresponding parts.

[0017] Figure 1 This is a schematic diagram of the overall process of a method for optimizing rolling bearing assembly and adjustment process parameters in one embodiment of the present invention;

[0018] Figure 2 It is a schematic diagram of the overall process of a rolling bearing assembly process parameter optimization method in another embodiment of the present invention. DETAILED DESCRIPTION

[0019] In order to make the purpose, technical solutions and advantages of the present invention more clearly understood, the present invention is further described in detail below in conjunction with its embodiments. It should be understood that the specific embodiments described herein are only used to explain the present invention and do not limit the scope of protection of the present invention.

[0020] It should be noted that when an element is referred to as being "fixed to" another element, it may be directly attached to the other element or there may be an intermediate element. When an element is referred to as being "connected to" another element, it may be directly connected to the other element or there may be an intermediate element. The terms "vertical," "horizontal," "left," "right," and similar expressions used herein are for illustrative purposes only and do not represent the only implementation methods.

[0021] Unless otherwise defined, all technical and scientific terms used herein have the same meaning as commonly understood by those skilled in the art to which this invention pertains. The terms used herein in the specification of the present invention are for the purpose of describing specific embodiments only and are not intended to limit the present invention. The term "and / or" as used herein includes any and all combinations of one or more of the associated listed items.

[0022] The "first" and "second" in the present invention do not represent specific quantities and orders, but are only used to distinguish names.

[0023] like Figure 1 As shown, a method for optimizing rolling bearing assembly process parameters in one embodiment of the present invention includes the following steps:

[0024] S1, construct a functional relationship with the installation process parameters as independent variables and the service performance indicators as dependent variables.

[0025] S2, carry out multi-parameter and multi-objective optimization processing with the installation and adjustment process parameters as the optimization parameters and the service performance as the optimization target.

[0026] S3, obtaining the optimization result, and using the optimization result as the optimized assembly and adjustment process parameter.

[0027] Specifically, if Figure 2 As shown, the adjustment process parameters include but are not limited to adjustment load, adjustment phase and connection load.

[0028] The service performance indicators include bearing body service performance parameters and bearing-rotor system service performance parameters.

[0029] The bearing service performance includes but is not limited to the maximum contact stress of the bearing and the friction torque of the bearing.

[0030] The service performance of the bearing-rotor system includes but is not limited to the critical speed of the rotor system, the unbalance response of the rotor system and the dynamic stability of the rotor system.

[0031] The functional relationship includes: as well as

[0032] F 接触应力 、M 摩擦力矩 、n 临界速度 、a 加速度幅值 and H 稳定性指标 Each of them has a corresponding preset threshold. 接触应力 、F 摩擦力矩 、n 临界速度 、a 加速度幅值 and H 稳定性指标 When the respective preset thresholds are met, the corresponding adjustment process parameters are the optimization results.

[0033] The rolling bearing assembly process parameter optimization method can automatically obtain the optimal assembly process parameters and improve the service performance of the rolling bearing by constructing a functional relationship with the assembly process parameters as independent variables and the service performance index as the dependent variable, and performing multi-parameter and multi-objective optimization processing with the assembly process parameters as optimization parameters and the service performance as the optimization target.

[0034] In one embodiment, Figure 2 As shown in the figure, after multi-parameter and multi-objective optimization processing with the adjustment process parameters as the optimization parameters and the optimal service performance as the optimization target, the function MIN(F 接触应力 )、MIN(M 摩擦力矩 )、MAX(n 临界转速 )、MIN(a 加速度幅值 ) and MAX(H 稳定性指标 ), respectively obtain F 接触应力 The minimum value of M 摩擦力矩 The minimum value of n 临界速度 The maximum value of a 加速度幅值 The minimum value of H 稳定性指标 The maximum value of .

[0035] In getting F 接触应力 The minimum value of M 摩擦力矩 The minimum value of n 临界速度 The maximum value of a 加速度幅值 The minimum value of H 稳定性指标 The adjustment process parameters corresponding to the maximum value of are the optimal adjustment process parameters.

[0036] The optimal assembly process parameters include the optimal assembly load, the optimal assembly phase and the optimal connection load.

[0037] By obtaining the optimal assembly and adjustment process parameters, the service performance of rolling bearings can be maximized.

[0038] In one embodiment, the present invention further provides a computer-readable storage medium storing a computer program, which implements the rolling bearing assembly process parameter optimization method when the computer program is executed by a processor.

[0039] The technical features of the above-mentioned embodiments can be combined arbitrarily. In order to make the description concise, not all possible combinations of the technical features in the above-mentioned embodiments are described. However, as long as there is no contradiction in the combination of these technical features, they should be considered to be within the scope of this specification.

[0040] The above-described embodiments merely illustrate several implementations of the present invention, and while their descriptions are relatively specific and detailed, they should not be construed as limiting the scope of the patent. It should be noted that a person skilled in the art would be able to make numerous variations and improvements without departing from the spirit of the present invention, all of which fall within the scope of protection of the present invention. Therefore, the scope of protection of the patent for this invention shall be determined by the appended claims.

Claims

1. A method for optimizing rolling bearing assembly process parameters, characterized in that: The rolling bearing assembly and adjustment process parameter optimization method comprises the following steps: S1, construct a functional relationship with the assembly process parameters as independent variables and the service performance index as the dependent variable; S2, carry out multi-parameter and multi-objective optimization processing with the installation and adjustment process parameters as the optimization parameters and the service performance as the optimization target; S3, obtaining the optimization results, and using the optimization results as the optimized assembly and adjustment process parameters; The adjustment process parameters include adjustment load, adjustment phase and connection load; the service performance indicators include bearing body service performance parameters and bearing-rotor system service performance parameters; the bearing body service performance includes the maximum contact stress of the bearing and the friction torque of the bearing; the bearing-rotor system service performance includes but is not limited to the critical speed of the rotor system, the unbalance response of the rotor system and the dynamic stability of the rotor system; The functional relationship includes: as well as ; as well as There is a corresponding preset threshold. as well as When the respective preset thresholds are met, the corresponding adjustment process parameters are the optimization results.

2. A computer-readable storage medium, characterized in that The computer-readable storage medium stores a computer program, and when the computer program is executed by a processor, the method for optimizing rolling bearing assembly process parameters according to claim 1 is implemented.