Convolutional neural network-based hidden Markov models for rolling element bearing fault identification
S Wang, J Xiang, Y Zhong, Y Zhou - Knowledge-Based Systems, 2018 - Elsevier
Vibration signals of faulty rolling element bearings usually exhibit non-linear and non-
stationary characteristics caused by the complex working environment. It is difficult to …
stationary characteristics caused by the complex working environment. It is difficult to …
Semi-automated diagnosis of bearing faults based on a hidden Markov model of the vibration signals
G Xin, N Hamzaoui, J Antoni - Measurement, 2018 - Elsevier
Due to its practical importance, the diagnosis of rolling element bearing has attracted
constant interest in the scientific community. At the incipient stage of a failure, the measured …
constant interest in the scientific community. At the incipient stage of a failure, the measured …
A novelty detection diagnostic methodology for gearboxes operating under fluctuating operating conditions using probabilistic techniques
In this paper, a fault diagnostic methodology is developed which is able to detect, locate and
trend gear faults under fluctuating operating conditions when only vibration data from a …
trend gear faults under fluctuating operating conditions when only vibration data from a …
Bearing fault diagnosis method based on GMM and coupled hidden Markov model
L Cao, Y Shen, T Shan, Y Xia… - 2018 Prognostics and …, 2018 - ieeexplore.ieee.org
Aiming at the weak characteristic of bearing fault signal, a method of coupled hidden Markov
fault diagnosis based on Gaussian mixture model is proposed, which realizes the …
fault diagnosis based on Gaussian mixture model is proposed, which realizes the …
Performance degradation assessment of rolling element bearings based on hierarchical entropy and general distance
K Zhu - Journal of Vibration and Control, 2018 - journals.sagepub.com
Performance degradation assessment is crucial to realize equipment's near-zero downtime
and maximum productivity. In this paper, a new method for performance degradation …
and maximum productivity. In this paper, a new method for performance degradation …
[图书][B] Überwachung hybrider Schrägkugellager in Luftfahrttriebwerken
R Lück - 2018 - books.google.com
Es wird ein Konzept zur Überwachung hybrider Schrägkugellager für Hauptwellen von
Luftfahrttriebwerken vorgestellt. Gezeigt wird die Auswirkung der Interaktion geschädigter …
Luftfahrttriebwerken vorgestellt. Gezeigt wird die Auswirkung der Interaktion geschädigter …
[PDF][PDF] A multimodal execution monitor for assistive robots
D Park - 2018 - core.ac.uk
I must first thank my family, especially my wife and parents. Without their love and tireless
support, this thesis would never have been possible. The accomplishment of this thesis …
support, this thesis would never have been possible. The accomplishment of this thesis …
[PDF][PDF] Fault Detection In Induction Machine By Analysis Of Stator Current In Transient Condition By Continuous Wavelet Transform
M Javid, MJR Fatemi - aeuso.org
Abstract sing of wavelet transform for monitoring and diagnosis of fault in induction motors is
increasing because analyzing of the stator is possible in transient conditions by these …
increasing because analyzing of the stator is possible in transient conditions by these …
Modeling machine degradation with Hidden Markov Models
AR Whittemore - 2018 - repositories.lib.utexas.edu
Los Alamos National Labs (LANL) has been a research and development facility for many of
the innovative technologies we use today. Not only was it the birthplace of the atomic bomb …
the innovative technologies we use today. Not only was it the birthplace of the atomic bomb …
Pronóstico de vida útil remanente en rodamientos con base en la estimación de la probabilidad de la degradación
M Holguín Londoño - 2018 - repositorio.utp.edu.co
La demanda de energía eléctrica por parte del sector industrial global solo crece, y se ve
afectada fundamentalmente por el hecho que los rodamientos instalados en los motores …
afectada fundamentalmente por el hecho que los rodamientos instalados en los motores …