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Deep semi-supervised generative adversarial fault diagnostics of rolling element bearings
(SAGE, 2020)
With the availability of cheaper multisensor suites, one has access to massive and multidimensional datasets that can and should be used for fault diagnosis. However, from a time, resource, engineering, and computational ...
Deep semi-supervised generative adversarial fault diagnostics of rolling element bearings
(SAGE Publications Ltd, 2020)
© The Author(s) 2019.With the availability of cheaper multisensor suites, one has access to massive and multidimensional datasets that can and should be used for fault diagnosis. However, from a time, resource, engineering, ...
A Probabilistic Fault Detection Approach: Application to Bearing Fault Detection
(IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 2011-05)
This paper introduces a method to detect a fault associated with critical components/subsystems of an engineered system. It is required, in this case, to detect the fault condition as early as possible, with specified ...
A modular fault diagnosis and prognosis method for hydro-control valve system based on redundancy in multisensor data information
(Institute of Electrical and Electronics Engineers Inc., 2019)
© 2018 IEEE. Fault diagnosis and prognosis (FDP) are important capabilities that can enable autonomous detection and prediction of failures' progress in complex engineering systems. This paper introduces an innovative ...
Deep variational auto-encoders: A promising tool for dimensionality reduction and ball bearing elements fault diagnosis
(SAGE Publications Ltd, 2019)
© The Author(s) 2018.One of the main challenges that the industry faces when dealing with massive data for failure diagnosis is high dimensionality of such data. This can be tackled by dimensionality reduction method such ...
Seismic responses to fluid pressure perturbations in a slipping fault
(American Geophysical Union, 2015)
Seismicity induced by fluid injection in a natural fault is investigated in situ in the near field of the source. We present synchronous seismic and hydromechanical measurements directly recorded in the decametric injection ...
A proposal for the diagnosis of incipient faults in power transformers using fuzzy logic techniques
(Praise Worthy PrizeItaly, 2022)
On the Use of Positive Sequence Current / Negative Sequence Current Ratio for Fault Detection in Induction Motors
(Fondo Editorial EIA - Universidad EIA, 2019-01-20)
This paper studied the use of a new stator current feature for detection of winding and cage bars faults in an induction motor, and presents the experimental validation of a detection and identification scheme using Support ...
A NUMERICAL APPROACH FOR FAULT DETECTION IN BEAM-LIKE STRUCTURES USING MODAL STRAIN ENERGY
(Fondo Editorial EIA - Universidad EIA, 2013-10-02)
Vibration-baseddamage detection is based on the fact that measurements of changes in thevibration properties of a structure can be used to determine the occurrence ofstructural damage. Therefore, there is a strong need for ...