Results 1 to 10 of about 184,787 (246)

Monitoring and Identifying Wind Turbine Generator Bearing Faults Using Deep Belief Network and EWMA Control Charts

open access: yesFrontiers in Energy Research, 2021
Wind turbines are widely installed as the new source of cleaner energy production. Dynamic and random stress imposed on the generator bearing of a wind turbine may lead to overheating and failure.
Huajin Li   +5 more
doaj   +1 more source

Adaptive Wavelet Threshold Rolling Bearing Fault Vibration Signal Denoising Method

open access: yesJournal of Harbin University of Science and Technology, 2021
For the noise reduction processing of mechanical bearing fault vibration signals,the existing wavelet threshold noise reduction method can not meet the requirements of extracting weak vibration signals of bearings.
JI Jun-qing   +3 more
doaj   +1 more source

A Review of Research on Wind Turbine Bearings’ Failure Analysis and Fault Diagnosis

open access: yesLubricants, 2022
Bearings are crucial components that decide whether or not a wind turbine can work smoothly and that have a significant impact on the transmission efficiency and stability of the entire wind turbine’s life.
Han Peng   +4 more
doaj   +1 more source

Short-Time/-Angle Spectral Analysis for Vibration Monitoring of Bearing Failures under Variable Speed

open access: yesApplied Sciences, 2021
Vibration-condition monitoring aims to detect bearing damages of rotating machinery’s incipient failures mainly through time–frequency methods because of their efficient analysis of nonstationary signals. However, by having failures with impulse behavior,
Edgar F. Sierra-Alonso   +4 more
doaj   +1 more source

A Study on Early Stages of White Etching Crack Formation under Full Lubrication Conditions

open access: yesLubricants, 2022
The appearance of White Etching Cracks (WEC), not covered by the ISO 281 modified failure rate calculation, leads to difficulties in predicting bearing reliability.
Walter Holweger   +7 more
doaj   +1 more source

Increasing Wind Turbine Drivetrain Bearing Vibration Monitoring Detectability Using an Artificial Neural Network Implementation

open access: yesApplied Sciences, 2021
The highest costs due to premature failures in wind turbine drivetrains are related to defects in the gearbox, with bearing failures being overrepresented. Vibration monitoring has been identified as the primary tool to detect and diagnose these types of
Daniel Strömbergsson   +2 more
doaj   +1 more source

Motor Bearing Damage Induced by Bearing Current: A Review

open access: yesMachines, 2022
The occurrence of the motor shaft voltage and bearing current caused by the inverter will aggravate bearing damage and lead to the premature failure of bearings.
Jiaojiao Ma   +4 more
doaj   +1 more source

A Study on Decisive Early Stages in White Etching Crack Formation Induced by Lubrication

open access: yesLubricants, 2022
The reliability of rolling bearings is affected by white etching crack (WEC) or white structure flaking (WSF) failures, causing tremendous commercial burdens for bearing manufacturers and operators.
Jürgen Wranik   +5 more
doaj   +1 more source

A Learning Variable Neighborhood Search Approach for Induction Machines Bearing Failures Detection and Diagnosis

open access: yesEnergies, 2020
This paper proposes a three-phase metaheuristic-based approach for induction machine bearing failure detection and diagnosis. It consists of extracting and processing different failure types features to set up a knowledge base, which contains different ...
Charaf Eddine Khamoudj   +4 more
doaj   +1 more source

Performance Analysis of Polymer Additive Manufactured Gear Bearings

open access: yesApplied Sciences, 2023
Bearings in general, and in this case rotational bearings, are important elements in many machines. The main objective of this study was to find out the load-bearing capacity of 3D-printed gear bearings under various rotational speeds, test the bearings ...
Cristian Moldovan, Carmen Sticlaru
doaj   +1 more source

Home - About - Disclaimer - Privacy