机床刀具轴承振动性能降解过程的动态评估
Liang Ye1, Wenhu Zhang1, Yongcun Cui1
1School of Mechatronics Engineering, Henan University of Science and Technology, Luoyang 471003, China.
Sensors (Basel, Switzerland)
|June 10, 2023
概括
本研究介绍了机床螺旋轴承 (MTSB) 的振动性能维护可靠性 (VPMR),以考虑随机因素. 该方法准确评估轴承退化,并预测故障时间,防止安全事故.
科学领域:
- 机械工程 机械工程
- 可靠性工程可靠性工程
- 状态监控 状态监控
背景情况:
- 轴承的实时状态监测和故障诊断对于机床的操作完整性至关重要.
- 随机因素在评估机床螺旋轴承 (MTSB) 的可靠性时引入不确定性.
研究的目的:
- 引入和评估MTSB的振动性能维护可靠性 (VPMR),考虑到固有的不确定性.
- 开发一种方法来准确地描述退化过程,并预测MTSB的故障.
主要方法:
- 结合最大的方法和Poisson计数原理来确定变化概率.
- 使用的动态平均值不确定性 (通过最小平方多项式拟合) 融合到灰色引导最大的方法中.
- 计算VPMR以动态评估MTSB的准确性失效程度.
主要成果:
- 拟议的方法准确地描述了最佳振动性能状态 (OVPS) 的降解过程.
- 在测试的情况下,VPMR估计的最大相对误差为6.55%和9.91%.
- 在MTSB案例1和案例2中分别确定了纠正行动的关键时间点 (6773分钟和5134分钟).
结论:
- VPMR提供了可靠的动态评估MTSB准确性故障.
- 该方法使主动维护成为可能,大大降低了由于轴承故障造成严重安全事故的风险.
相关概念视频
Residual Stresses in Circular Shafts
202
In materials that exhibit elastic and plastic behavior, known as elastoplastic materials, residual stresses can accumulate when these materials experience plastic deformation. This deformation arises from either high levels of shearing stress or significant strains. Residual stresses are internal stresses that persist within a material after removing the external force causing deformation. This phenomenon is demonstrated when observing the behavior of a shaft under torque; notably, the...
202
Plastic Deformation in Circular Shafts
209
When materials are subjected to forces that surpass their yield strength, they undergo a process known as plastic deformation. This results in a permanent alteration or strain in their structure. This concept can be specifically applied to circular shafts, where the deformation leads to a change in its shape. The precise evaluation of this plastic deformation requires understanding the stress distribution within the circular shaft, which is achieved by calculating the maximum shearing stress in...
209
Transmission Shafts: Problem Solving
267
Designing a solid shaft that transmits power from a motor to a machine tool involves a series of calculations to ensure the shaft can withstand the stresses applied by bending moments and torques. First, calculate the torque exerted on the gear, considering the power transmitted by the shaft and its rotational speed. Following this, compute the tangential forces acting on the gears, which directly relate to the torque and the gear radius.
Next, use bending moment diagrams for the shaft to...
Next, use bending moment diagrams for the shaft to...
267
Stresses in a Shaft
422
The shaft PQ is subjected to a twisting force when equal and opposite torques are applied on either side. A section that cuts perpendicular to the shaft's axis at any arbitrary point R is examined to understand this. When the free-body diagram of the QR segment is analyzed, it reveals the shearing forces exerted by the PR portion onto the QR segment as the shaft experiences twisting.
Applying equilibrium conditions to the QR segment establishes that the internal shearing forces within the...
Applying equilibrium conditions to the QR segment establishes that the internal shearing forces within the...
422
Design of Transmission Shafts - Stress Analysis
409
Designing a transmission shaft requires a thorough understanding of the stresses induced by bending moments and torques, especially in systems where power is transferred through gears. These forces create force-couple systems at the centers of the shaft's cross-sections, leading to both transverse and torsional loading. Although shearing stresses from transverse loads are typically smaller than those from torques and are often overlooked, the significant normal stresses from these loads...
409
Stress Concentrations in Circular Shafts
206
Consider the elastic torsion formula, which applies to a circular shaft with a consistent cross-section. This formula assumes that the shaft's ends are loaded with rigid plates firmly attached. However, in many cases, torques are applied to the shaft through mechanisms like flange couplings or gears, which are connected by keys inserted into keyways. This application method modifies the stress distribution near the point of torque application, causing it to deviate from the distributions...
206


