[HTML][HTML] A Novel Hybrid Technique Combining Improved Cepstrum Pre-Whitening and High-Pass Filtering for Effective Bearing Fault Diagnosis Using Vibration Data

A Kiakojouri, Z Lu, P Mirring, H Powrie, L Wang - Sensors, 2023 - mdpi.com
Rolling element bearings (REBs) are an essential part of rotating machinery. A localised
defect in a REB typically results in periodic impulses in vibration signals at bearing …

Self-powered wireless sensor node for smart railway axle box bearing via a variable reluctance energy harvesting system

Y Gong, S Wang, Z Xie, T Zhang… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
In recent years, the wireless sensor node (WSN) has been used in condition monitoring of
the railway axle box bearing to guarantee the safety of the high-speed train. This article …

High-temperature self-powered sensing system for a smart bearing in an aircraft jet engine

B Zaghari, AS Weddell, K Esmaeili… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Integrated health monitoring is beneficial, but due to reliability, weight, size, wiring, and other
constraints, the incorporation of instrumentation onto aircraft propulsion systems is limited …

A novel semi-supervised prototype network with two-stream wavelet scattering convolutional encoder for TBM main bearing few-shot fault diagnosis

X Fu, J Tao, K Jiao, C Liu - Knowledge-Based Systems, 2024 - Elsevier
Accurately sensing the main bearing state and diagnosing fault types is crucial to ensure the
safe operation of the main drive system of tunnel boring machines. Currently, the research …

Multi-stream domain adversarial prototype network for integrated smart roller TBM main bearing fault diagnosis across various low rotating speeds

X Fu, K Jiao, J Tao, C Liu - Reliability Engineering & System Safety, 2024 - Elsevier
Highlights•The TBM main bearing fault diagnosis algorithm applies to low-speed, few fault
samples, and variable working conditions.•Developed smart rollers integrate vibration …

Design of an Innovative Test Rig for Industrial Bearing Monitoring with Self-Balancing Layout

E Brusa, C Delprete, L Giorio, LG Di Maggio, V Zanella - Machines, 2022 - mdpi.com
The remote prognosis and diagnosis of bearings can prevent industrial system failures, but
the availability of realistic experimental data, being as close as possible to those detected in …

Harvesting waste-heat energy of shell and tube heat exchanger used for desalination purposes using thermoelectric power generation modules: Numerical studies

A Alzahmi, M Alswat, WA El-Askary, K Ramzy - … Communications in Heat …, 2024 - Elsevier
This research introduces design and layout of a shell-and-tube heat exchanger (STHX)
capable of producing electrical energy through a thermoelectric generator (TEG). The STHX …

Smart manufacturing in rolling process based on thermal safety monitoring by fiber optics sensors equipping mill bearings

E Brusa, C Delprete, L Giorio - Applied Sciences, 2022 - mdpi.com
The steel rolling process is critical for safety and maintenance because of loading and
thermal operating conditions. Machinery condition monitoring (MCM) increases the system's …

A generalised machine learning model based on multinomial logistic regression and frequency features for rolling bearing fault classification

A Kiakojouri, Z Lu, P Mirring, H Powrie… - … Testing and Condition …, 2022 - ingentaconnect.com
Intelligent fault classification of rolling element bearings (REBs) using machine learning
(ML) techniques increases the reliability of industrial assets. One of the main issues …

Design and testing of a sensing system for aero-engine smart bearings

I Bashir, B Zaghari, TJ Harvey, AS Weddell, NM White… - Proceedings, 2019 - mdpi.com
Smart bearings incorporating self-powered sensors and wireless data communications with
intelligence in monitoring bearing conditions can help to detect early faults in aero-engine …