Dimension reduction and 2D-visualization for early change of state detection in a machining process with a variational autoencoder approach A Proteau, R Zemouri, A Tahan, M Thomas The International Journal of Advanced Manufacturing Technology 111, 3597-3611, 2020 | 29 | 2020 |
Specific cutting energy: a physical measurement for representing tool wear A Proteau, A Tahan, M Thomas The International Journal of Advanced Manufacturing Technology 103, 101-110, 2019 | 23 | 2019 |
Predicting the quality of a machined workpiece with a variational autoencoder approach A Proteau, A Tahan, R Zemouri, M Thomas Journal of Intelligent Manufacturing 34 (2), 719-737, 2023 | 17 | 2023 |
Toward the quality prognostic of an aircraft engine workpiece in Inconel Alloy 625: case study and proposed system architecture A Proteau, AS Tahan, M Thomas Surveillance, Vishno and AVE conferences, 2019 | 4 | 2019 |
Prédiction de la complexité d'un produit usiné: proposition d'un modèle basé sur l'analyse du modèle 3D enrichi A Proteau École de technologie supérieure, 2016 | 2 | 2016 |
CNC machining quality prediction using variational autoencoder: A novel industrial 2 TB dataset A Proteau, R Zemouri, A Tahan, M Thomas, W Bounouara, S Agnard 2022 Prognostics and Health Management Conference (PHM-2022 London), 360-367, 2022 | 1 | 2022 |
Contribution au pronostic de la qualité d’un produit usiné par la proposition d’un modèle basé sur l’apprentissage machine A Proteau École de technologie supérieure, 2021 | | 2021 |
Proposition d'un modèle d'estimation de la complexité géométrique d'un porduit usine basé sur la maquette 3D A Proteau, S Tahan, R Maranzana, P Lavoie MOSIM, 2016 | | 2016 |