Extreme learning Machine-based classifier for fault diagnosis of rotating Machinery using a residual network and continuous wavelet transform

H Wei, Q Zhang, M Shang, Y Gu - Measurement, 2021 - Elsevier
Effective fault diagnosis of rotating machinery is essential for the predictive maintenance of
modern industries. In this study, a novel framework that combines a residual network …

Transmissibility function-based fault diagnosis methods for beam-like engineering structures: a review of theory and properties

Q Li, M Liao, X Jing - Nonlinear Dynamics, 2021 - Springer
The beam-like structures commonly exist in engineering systems and there are many critical
issues relevant to fault diagnosis of those structures. Noticeably, among all other existing …

Novel energy identification method for shallow cracked rotor system

X Zhang, Y Yang, M Shi, A Ming, P Wang - Mechanical Systems and Signal …, 2023 - Elsevier
Many factors like period stress or fatigue may lead to cracks in the rotating shaft which can
cause economic losses and accidental risk. Early crack faults will introduce very slight local …

Review on the application of the nonlinear output frequency response functions to mechanical fault diagnosis

Y Liu, H Liang - IEEE Transactions on Instrumentation and …, 2023 - ieeexplore.ieee.org
Key components of mechanical equipment are prone to defects or failures during operation,
resulting in equipment performance degradation because of harsh working environments …

Research on the dynamic characteristics of rotor-bearing-seal system with breathing cracks under steam flow excited force

L Cao, C Xue, H Si - International Journal of Non-Linear Mechanics, 2023 - Elsevier
In order to reveal the influence of breathing-type straight cracks on the motion characteristics
and stability of a turbine rotor-bearing-seal system. The study examines the motion …

Vibration suppression of a dual-rotor-bearing coupled system by using a nonlinear energy sink

Y Yang, Y Li, S Zhang - Journal of Mechanical Science and Technology, 2021 - Springer
The aim of this paper is to gain insight into dynamic characteristics of a dual-rotor system in
the absence and presence of a nonlinear energy sink. Firstly, the governing equations of …

Negative potential energy content analysis in cracked rotors whirl response

MA Al-Shudeifat, FK Alhammadi - Scientific Reports, 2021 - nature.com
Appearance of transverse cracks in rotor systems mainly affects their stiffness content. The
stability of such systems at steady-state running is usually analyzed by using the Floquet's …

Localization of breathing cracks in engineering structures with transmissibility function-based features

Q Li, Z Li, M Liao, K Zhang - Journal of the Global Power and …, 2022 - journal.gpps.global
Structures such as fuselage, blade and wing in aeronautical and astronautical engineering
are often subjected to cyclic loads in their service life, which in turn causes breathing cracks …

Research on crack detection of nonlinear rotor based on energy tracks

Y Zhang, J Liu, Z Han - 2020 IEEE International Conference on …, 2020 - ieeexplore.ieee.org
In rotating machinery, because of high-speed working characteristics and terrible working
conditions with variable cycles and variable loads, it is easy for rotors to cause a crack …

A Novel Nonlinear Transmissibility Function-Based Method for Diagnosing Shaft Cracks of Rotating Machineries

Q Li, R Wang, M Liao, B Shi - … Dynamics, Vibration and Control-2021: The …, 2022 - Springer
Fault diagnosis of shaft cracks plays an important role for the safety and reliability of rotating
machineries such as aero-engine, turbopump, wind power generator and internal …