[HTML][HTML] A Novel Hybrid Technique Combining Improved Cepstrum Pre-Whitening and High-Pass Filtering for Effective Bearing Fault Diagnosis Using Vibration Data
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 …
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 …
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
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 …
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
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 …
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
Highlights•The TBM main bearing fault diagnosis algorithm applies to low-speed, few fault
samples, and variable working conditions.•Developed smart rollers integrate vibration …
samples, and variable working conditions.•Developed smart rollers integrate vibration …
Design of an Innovative Test Rig for Industrial Bearing Monitoring with Self-Balancing Layout
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 …
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
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 …
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
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 …
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 …
(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
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 …
intelligence in monitoring bearing conditions can help to detect early faults in aero-engine …