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Bearing fault diagnosis based on deep belief network and multisensor information fusion
J Tao, Y Liu, D Yang - Shock and vibration, 2016 - Wiley Online Library
In the rolling bearing fault diagnosis, the vibration signal of single sensor is usually
nonstationary and noisy, which contains very little useful information, and impacts the …
nonstationary and noisy, which contains very little useful information, and impacts the …
An approach to improve high-frequency resonance technique for bearing fault diagnosis
SK Mishra, P Shakya, V Babureddy, SA Vignesh - Measurement, 2021 - Elsevier
The defect frequency amplitude of the High-Frequency Resonance Technique spectrum is a
useful feature for bearing diagnosis. However, it is dependent on the accuracy of the …
useful feature for bearing diagnosis. However, it is dependent on the accuracy of the …
[HTML][HTML] Wheel flat detection by using the angular domain synchronous averaging method and axle box acceleration: Simulation and experiment
Y Zhou, J Vuitton, Q Tian, M Hecht - Measurement, 2024 - Elsevier
Wheel flats (WFs) can generate periodic impact forces and aggravate the wheel-rail
interaction. Therefore, the early detection of WFs is significant for railway operators to lower …
interaction. Therefore, the early detection of WFs is significant for railway operators to lower …
Vibration displacement measurement method based on vision Gaussian fitting and edge optimisation for rotating shafts
J Zhang, Q Zhang, T Jiang, C Hou - Measurement, 2024 - Elsevier
The vibrations of rotating machinery contain crucial information for monitoring the
operational status of machines and diagnosing potential faults. Measuring vibration …
operational status of machines and diagnosing potential faults. Measuring vibration …
Nonlinear vibration analysis and defect characterization using entropy measure-based learning algorithm in a defective rolling element bearings
P Kumar, S Narayanan… - Structural Health …, 2025 - journals.sagepub.com
Rolling element bearings (REBs) constitute a crucial element in rotating machinery, and
their malfunction is one of the most common reasons for unplanned outages and shutdowns …
their malfunction is one of the most common reasons for unplanned outages and shutdowns …
Novel elastomer vibration sensor for machine health-monitoring applications
Condition-based maintenance strategies for monitoring the state of health of machinery
utilize vibration sensors as early indicators of anomalous operation. Large-scale deployment …
utilize vibration sensors as early indicators of anomalous operation. Large-scale deployment …
Fault diagnosis of intershaft bearings using fusion information exergy distance method
J Tian, Y Ai, C Fei, M Zhao, F Zhang… - Shock and …, 2018 - Wiley Online Library
For the fault diagnosis of intershaft bearings, the fusion information exergy distance method
(FIEDM) is proposed by fusing four information exergies, such as singular spectrum exergy …
(FIEDM) is proposed by fusing four information exergies, such as singular spectrum exergy …
Characterization of rolling bearing rotation and local defects exploiting their magnetic remanence
Rotational speed and defect monitoring are of crucial relevance for all the rotating
machinery. Traditional sensors require to be mounted on or near the rotating bodies …
machinery. Traditional sensors require to be mounted on or near the rotating bodies …
Accelerated Bearing Life-time Test Rig Development for Low Speed Data Acquisition
Condition monitoring plays an important role in rotating machinery to ensure reliability of the
equipment, and to detect fault conditions at an early stage. Although health monitoring …
equipment, and to detect fault conditions at an early stage. Although health monitoring …
Use of Proximity-Based Shaft Displacement Sensors for Rolling Element Bearing Fault Diagnosis
J Singh, A Darpe, SP Singh - Journal of Vibration Engineering & …, 2024 - Springer
Purpose Traditional bearing health monitoring relies on acceleration signals from
accelerometers on bearing housings. Displacement sensors, like proximity probes, are …
accelerometers on bearing housings. Displacement sensors, like proximity probes, are …