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 …

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 …

A multi-stage semi-supervised learning approach for intelligent fault diagnosis of rolling bearing using data augmentation and metric learning

K Yu, TR Lin, H Ma, X Li, X Li - Mechanical Systems and Signal Processing, 2021 - Elsevier
Limited condition monitoring data are recorded with label information in practice, which
make the fault identification task more challenging. A semi-supervised learning (SSL) …

An improved dynamic model of spur gear transmission considering coupling effect between gear neighboring teeth

Z Chen, J Ning, K Wang, W Zhai - Nonlinear Dynamics, 2021 - Springer
Gear tooth profile deviations are usually inevitable due to the application of intentional tooth
profile modification, the existence of undesired gear manufacturing errors and the tooth …

Improved analytical calculation model of spur gear mesh excitations with tooth profile deviations

Z Chen, Z Zhou, W Zhai, K Wang - Mechanism and Machine Theory, 2020 - Elsevier
Time-varying mesh stiffness and gear transmission errors are the major excitations to gear
dynamics system. How to calculate them more accurately and efficiently has attracted much …

Meshing and dynamic characteristics analysis of spalled gear systems: A theoretical and experimental study

Y Huangfu, K Chen, H Ma, X Li, H Han… - Mechanical Systems and …, 2020 - Elsevier
Considering the realistic spalling morphology obtained from the fatigue experiment, a novel
dynamic model for spalled gear pairs is established in this paper. Loaded tooth contact …

Calculation of mesh stiffness of spur gears considering complex foundation types and crack propagation paths

K Chen, Y Huangfu, H Ma, Z Xu, X Li, B Wen - Mechanical Systems and …, 2019 - Elsevier
Based on the finite element theory and the loaded tooth contact analysis, an analytical-finite-
element model considering the complex foundation types and the crack propagation paths is …

An improved analytical method for mesh stiffness calculation of spur gears with tip relief

H Ma, J Zeng, R Feng, X Pang, B Wen - Mechanism and Machine Theory, 2016 - Elsevier
Due to the effects of gear flexibility, the extended tooth contact (ETC) can appear, which is
the phenomenon that the incoming tooth pair gets into contact ahead of the theoretical start …

An improved model for meshing characteristics analysis of spur gears considering fractal surface contact and friction

Z Zhao, H Han, P Wang, H Ma, S Zhang… - Mechanism and Machine …, 2021 - Elsevier
Considering the influence of roughness on the normal contact stiffness of gears, a fractal
contact model suited for gear pair contact has been established. On the basis of modified …

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 …