T
Tiago Henrique Machado
Researcher at State University of Campinas
Publications - 33
Citations - 264
Tiago Henrique Machado is an academic researcher from State University of Campinas. The author has contributed to research in topics: Bearing (mechanical) & Rotor (electric). The author has an hindex of 7, co-authored 26 publications receiving 160 citations.
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Modeling of hydrodynamic bearing wear in rotor-bearing systems
TL;DR: In this article, the authors present a numerical model that characterizes both the hydrodynamic bearing as well as the wear present in its wall, and then, analyze the influence of the wear on the dynamic response of the rotor-bearing system in frequency domain, taking into account the rising of the backward component due to the increase of the bearing anisotropy.
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Uncertainty quantification in deep convolutional neural network diagnostics of journal bearings with ovalization fault
Diogo Stuani Alves,Gregory Bregion Daniel,Helio Fiori de Castro,Tiago Henrique Machado,Katia Lucchesi Cavalca,Ozhan Gecgel,João Paulo Dias,Stephen Ekwaro-Osire +7 more
TL;DR: A numerical model was developed to simulate the ovalization fault conditions in order to build training datasets and a deep convolutional neural network algorithm was trained with the generated datasets and used to predict the faults conditions.
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Investigation on the influence of the cavitation boundaries on the dynamic behavior of planar mechanical systems with hydrodynamic bearings
TL;DR: In this article, a solution for the evaluation of the hydrodynamic force components of the journal bearings obtained from the integration of the Reynolds equation for infinitely short bearings is proposed, where the angular position in the bearing reference system where the pressure is null is calculated taking into account only the positive pressure.
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Investigation about journal bearing wear effect on rotating system dynamic response in time domain
TL;DR: Time response of a rotor-bearing system, under different worn bearing condition, is analyzed in order to define a general vibration behavior that characterizes the presence of bearing wear.
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Discussion about nonlinear boundaries for hydrodynamic forces in journal bearing
TL;DR: In this article, the validity of linear approximation for the oil film forces is discussed when the system operates under specific conditions, pointing out the influence of critical phenomena and dynamic parameters in rotordynamic analysis.