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Auteur: Jonathan Gaudreault
Type de publications: Articles publiés (RAC)
Année de début: 2020
Année de fin:
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Articles publiés (RAC)
Sexton J.T., Morin M., Georges R., Abasian F., Gaudreault Jonathan, Wood planer control: Predictive and prescriptive approaches via Automatic State Matching Gaussian processes, Engineering Applications of Artificial Intelligence, 132, 107843, 2024
Tremblay François-Alexandre, Durand Audrey, Morin M., Marier P., Gaudreault Jonathan, Deep reinforcement learning for continuous wood drying production line control, Computers in Industry, Vol. 154, 104036, 2024
Beauchemin M., Ménard M.A., Gaudreault Jonathan, Lehoux Nadia, Agnard S., Quimper C.-G., Dynamic allocation of human resources: Case study in the metal 4.0 manufacturing industry, International Journal of Production Research, 61(20), 6891-6907, 2023
Chabanet S., El-Haouzi H., Morin M., Gaudreault Jonathan, Thomas P., Toward digital twins for sawmill production planning and control: benefits, opportunities, and challenges, International Journal of Production Research, 61(7), 2190-2213, 2023
Martineau V., Morin M., Gaudreault Jonathan, Thomas P., El-Haouzi H., Khachan M., An image is worth 10,000 points: Neural network architectures and alternative log representations for lumber production prediction, Computers in Industry, Vol. 151, 103964, 2023
Ménard M.A., Quimper C.-G., Gaudreault Jonathan, Responsive Mixed-initiative System for Reoptimization of Mixed-integer Programming, International Journal on Artificial Intelligence Tools, 31(1), 1-26, 2022
Dumetz L., Gaudreault Jonathan, El-Haouzi H., Thomas A., Lehoux Nadia, Marier Ph., Tactical-operational coordination of a divergent production system with coproduction: the sawmilling challenge, INFOR: Information Systems and Operational Research, 59(3), 377-399, 2021
Marier Ph., Gaudreault Jonathan, Noguer T., Kiln Drying Operations Scheduling with Dynamic Composition of Loading Patterns, Forest Products Journal, 71(2), 101-110, 2021
Deschênes A., Gaudreault Jonathan, Rioux-Paradis K., Redmond C., Predicting Electric Vehicle Consumption: A Hybrid Physical-Empirical Model, World Electric Vehicle Journal, 11(1), 2020
Morin M., Gaudreault Jonathan, Brotherton E., Paradis F., Rolland A, Wéry J., Laviolette F., Machine learning-based models of sawmills for better wood allocation planning, International Journal of Production Economics, 222, 107508, April, 2020
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