A review of vibration-based gear wear monitoring and prediction techniques

K Feng, JC Ji, Q Ni, M Beer - Mechanical Systems and Signal Processing, 2023 - Elsevier
Gearbox plays a vital role in a wide range of mechanical power transmission systems in
many industrial applications, including wind turbines, vehicles, mining and material handling …

Dynamic modeling of gearbox faults: A review

X Liang, MJ Zuo, Z Feng - Mechanical Systems and Signal Processing, 2018 - Elsevier
Gearbox is widely used in industrial and military applications. Due to high service load,
harsh operating conditions or inevitable fatigue, faults may develop in gears. If the gear …

A deep feature enhanced reinforcement learning method for rolling bearing fault diagnosis

R Wang, H Jiang, K Zhu, Y Wang, C Liu - Advanced Engineering …, 2022 - Elsevier
Fault diagnosis of rolling bearing is crucial for safety of large rotating machinery. However, in
practical engineering, the fault modes of rolling bearings are usually compound faults and …

Review on dynamics of cracked gear systems

H Ma, J Zeng, R Feng, X Pang, Q Wang… - Engineering Failure …, 2015 - Elsevier
Dynamic characteristics of cracked gear systems, also known as cracked-gear rotor systems,
have received increasing interests among industry and academy in the past two decades …

Gear fault models and dynamics-based modelling for gear fault detection–A review

OD Mohammed, M Rantatalo - Engineering Failure Analysis, 2020 - Elsevier
The main purpose of condition monitoring in gear systems is to facilitate condition-based
maintenance (CBM) by detecting the degradation of components, eg gear teeth, before the …

Research on the time-varying mesh stiffness method and dynamic analysis of cracked spur gear system considering the crack position

Y Yang, J Tang, N Hu, G Shen, Y Li, L Zhang - Journal of Sound and …, 2023 - Elsevier
The occurrence of a crack could change the gear mesh stiffness and consequently influence
gear vibration properties. Cracks may occur on the tooth root and tooth surface, but the …

Analytical formulas for gear body-induced tooth deflections of spur gears considering structure coupling effect

C **e, L Hua, X Han, J Lan, X Wan, X **ong - International Journal of …, 2018 - Elsevier
As a result of gear body flexibility, fillet foundation stiffness is defined as the meshing force
needed for unit gear body-induced tooth deflections. However, it has long been …

Vibration analysis for tooth crack detection in a spur gear system with clearance nonlinearity

Y Yang, W **a, J Han, Y Song, J Wang, Y Dai - International Journal of …, 2019 - Elsevier
This paper concentrates on the gear tooth crack detection by investigating the effects of tooth
crack on the vibration behaviors of a nonlinear spur gear system. Firstly, an analytical tooth …

Data-driven time-frequency analysis method based on variational mode decomposition and its application to gear fault diagnosis in variable working conditions

F Li, R Li, L Tian, L Chen, J Liu - Mechanical Systems and Signal …, 2019 - Elsevier
The data-driven time-frequency analysis (DDTFA)-method-based initial phase selection
directly influences the convergence and calculation results of the algorithm. The central …

Improved time-varying mesh stiffness model of cracked spur gears

H Ma, X Pang, R Feng, J Zeng, B Wen - Engineering Failure Analysis, 2015 - Elsevier
Based on our previous work (Ma et al., 2014, Engineering Failure Analysis, 44, 179–194),
this paper presents an improved analytical model (IAM) for the time-varying mesh stiffness …