T
Tiago dos Santos
Researcher at Altran
Publications - 6
Citations - 29
Tiago dos Santos is an academic researcher from Altran. The author has contributed to research in topics: Porous medium & Stator. The author has an hindex of 1, co-authored 2 publications receiving 18 citations. Previous affiliations of Tiago dos Santos include University of Lisbon & Universidade Nova de Lisboa.
Papers
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Proceedings ArticleDOI
Stator winding short-circuit fault diagnosis in induction motors using random forest
TL;DR: In this article, an approach to detect stator winding short-circuit faults in squirrel-cage induction motors based on Random Forest and Park's Vector is proposed, which is accomplished by scoring the unbalance in the current and voltage waveforms as well as in Park's vector, both for current and Voltage.
Book ChapterDOI
Severity Estimation of Stator Winding Short-Circuit Faults Using Cubist
Tiago dos Santos,Tiago dos Santos,Fernando J. T. E. Ferreira,João Moura Pires,Carlos Viegas Damásio +4 more
TL;DR: The proposed method presents a systematic comparison between models, as well as an analysis regarding hyper-parameter tunning, where the novelty of the presented work is mainly associated with the application of data-based analysis techniques to estimate the stator winding short-circuit severity in three-phase squirrel-cage induction motors.
Proceedings ArticleDOI
Numerical multi-scale analysis of elastic-plastic porous media using the direct FE2 method
Tiago dos Santos,Rodrigo Rossi +1 more