Predictive monitoring of incipient faults in rotating machinery: a systematic review from data acquisition to artificial intelligence

K Saini, SS Dhami, Vanraj - Archives of Computational Methods in …, 2022 - Springer
Predictive maintenance is one of the major tasks in today's modern industries. All rotating
machines consisting of rotating elements such as gears, bearings etc are considered as the …

New sparse regularization approach for extracting transient impulses from fault vibration signal of rotating machinery

Q Li - Mechanical Systems and Signal Processing, 2024 - Elsevier
Fault impulses induced by localized failure is critical for fault diagnosis and degradation
prognostics of rotating machinery, however, weak transient fault impulses are always …

Non-contact incipient fault diagnosis method of fixed-axis gearbox based on CEEMDAN

Vanraj, SS Dhami, BS Pabla - Royal Society open …, 2017 - royalsocietypublishing.org
Gearbox plays most essential role in the modern machinery for transmitting the required
torque along with motion and contributes to wide range of applications. Any failure in …

Weak crack detection for gearbox using sparse denoising and decomposition method

Q Li, SY Liang - IEEE Sensors Journal, 2018 - ieeexplore.ieee.org
The localized faults of rotating machinery can be diagnosed by the extraction of the periodic
transient impulses (PTIs); however, the PTI is generally weak and may get submerged in …

MODWT and VMD based intelligent gearbox early stage fault detection approach

Mansi, K Saini, Vanraj, SS Dhami - Journal of Failure Analysis and …, 2021 - Springer
Gearbox, a crucial constituent of any plant machinery, always requires special attention as it
has to perform under considerable environmental conditions throughout its service life …

Development of low-cost non-contact structural health monitoring system for rotating machinery

Vanraj, R Singh, SS Dhami… - Royal Society open …, 2018 - royalsocietypublishing.org
Condition monitoring systems are increasingly being employed in industrial applications to
improve the availability of equipment to increase the overall equipment efficiency. Condition …