基于几何的同步挤压S-转换与移动即时频率估计器应用于变速箱故障诊断
Xinping Zhu1,2, Wuxi Shi1, Zhongxing Huang3
1School of Mechanical Engineering, Tiangong University, Tianjin 300387, China.
Sensors (Basel, Switzerland)
|January 25, 2025
概括
一个新的基于几何的同步挤压S变形 (GSSST) 通过精确地隔离故障特征来改善变速箱故障诊断. 这种先进的方法提高了诊断准确度和信号重建,即使在噪音条件下.
科学领域:
- 机械工程 机械工程
- 信号处理 信号处理
背景情况:
- 传统的时间频率分析 (TFA) 方法在变速箱故障诊断中与距离近的组件作斗争.
- 现有的同步挤压S转换 (SSST) 方法在准确表示故障特征方面存在局限性.
研究的目的:
- 引入一种新的基于几何的同步挤压S转换 (GSSST) 技术,用于增强变速箱故障诊断.
- 提高行星变速箱和平行变速箱的诊断精度.
主要方法:
- 开发了GSSST,使用几何重新分配框架来集中时间频率 (TF) 系数.
- 引入了一个新的即时频率 (IF) 估计器,以改进TF系数对齐.
- 经过验证的GSSST与模拟和现实世界变速箱故障数据.
主要成果:
- GSSST有效地隔离了故障组件,即使是距离很近的模式.
- 在各种变速箱故障和噪音水平上实现了高强度和诊断准确性.
- 证明了部分信号重建能力,与传统方法不同.
结论:
- GSSST是一种多功能工具,用于诊断变速箱的复杂机械故障.
- 与现有的TFA技术相比,该方法提供了更高的性能.
- 为开发机械故障分析中先进的TFA方法提供了新的见解.
更多相关视频
00:08A Random-displacement Measurement by Combining a Magnetic Scale and Two Fiber Bragg Gratings
Published on: September 30, 2019
6.2K
09:01Gain-compensation Methodology for a Sinusoidal Scan of a Galvanometer Mirror in Proportional-Integral-Differential Control Using Pre-emphasis Techniques
Published on: April 4, 2017
8.6K
相关概念视频
Simplified Synchronous Machine Model
175
The Synchronous Machine Model is a fundamental tool in analyzing and ensuring the transient stability of power systems. This model simplifies the representation of a synchronous machine under balanced three-phase positive-sequence conditions, assuming constant excitation and ignoring losses and saturation. The model is pivotal for understanding the behavior of synchronous generators connected to a power grid, particularly during transient events.
In this model, each generator is connected to a...
In this model, each generator is connected to a...
175
Power System Three-Phase Short Circuits
72
Determining the subtransient fault current in a power system involves representing transformers by their leakage reactances, transmission lines by their equivalent series reactances, and synchronous machines as constant voltage sources behind their subtransient reactances. In this analysis, certain elements are excluded, such as winding resistances, series resistances, shunt admittances, delta-Y phase shifts, armature resistance, saturation, saliency, non-rotating impedance loads, and small...
72
Transmission Shafts: Problem Solving
207
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...
207
Three-Phase Short Circuit—Unloaded Synchronous Machine
114
Conducting a three-phase short circuit test on an unloaded synchronous machine helps understand its impact on the system. The AC fault current's oscillogram, with the DC offset removed, reveals that the waveform amplitude decreases from an initially high value to a steady-state level for one phase of the machine.
This behavior occurs due to the magnetic flux produced by the short-circuit armature currents. Initially, these currents follow high-reluctance paths but eventually shift to...
This behavior occurs due to the magnetic flux produced by the short-circuit armature currents. Initially, these currents follow high-reluctance paths but eventually shift to...
114
The Swing Equation
301
The Swing Equation is a fundamental tool in power system dynamics, especially for analyzing the behavior of generating units like three-phase synchronous generators. This equation emerges from applying Newton's second law to the rotor of a generator, encompassing factors such as inertia, angular acceleration, and the interplay between mechanical and electrical torques.
In a steady-state operation, the mechanical torque (Τm) supplied to the generator is balanced by the electrical torque...
In a steady-state operation, the mechanical torque (Τm) supplied to the generator is balanced by the electrical torque...
301
Design of Transmission Shafts
281
The design of a transmission shaft is governed by two primary specifications: the power it transmits and its rotational speed. These parameters guide the selection of the shaft's material and cross-sectional dimensions, ensuring that the material's maximum shearing stress remains within the elastic limit while transmitting the desired power at the given speed. The system's power is intrinsically linked to the applied torque. The torque applied to the shaft can be calculated by...
281
