Search Results - "Fortin, Arnaud"

Machine learning applied in production planning and control: a state-of-the-art in the era of industry 4.0 by Usuga Cadavid, Juan Pablo, Lamouri, Samir, Grabot, Bernard, Pellerin, Robert, Fortin, Arnaud

“…Because of their cross-functional nature in the company, enhancing Production Planning and Control (PPC) functions can lead to a global improvement of…”
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Using deep learning to value free-form text data for predictive maintenance by Usuga-Cadavid, Juan Pablo, Lamouri, Samir, Grabot, Bernard, Fortin, Arnaud

“…Past maintenance logs may encapsulate meaningful data for predicting the duration of machine breakdowns, the potential causes of a problem, or the necessity to…”
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Valuing free-form text data from maintenance logs through transfer learning with CamemBERT by Usuga Cadavid, Juan Pablo, Grabot, Bernard, Lamouri, Samir, Pellerin, Robert, Fortin, Arnaud

“…Coupling a production scheduling process with maintenance logs can provide important advantages. For instance, this enables the adaptation of planning to the…”
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L'Apprentissage Automatique dans la planification et le contr{\^o}le de la production : un {\'e}tat de l'art by Cadavid, Juan Pablo Usuga, Lamouri, Samir, Grabot, Bernard, Fortin, Arnaud

“…Conf{\'e}rence Internationale G{\'e}nie Industriel Qualita, Jun 2019, Montr{\'e}al, Canada Proper Production Planning and Control (PPC) is capital to have an…”
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Estimation of Production Inhibition Time Using Data Mining to Improve Production Planning and Control by Cadavid, Juan Pablo Usuga, Lamouri, Samir, Grabot, Bernard, Pellerin, Robert, Fortin, Arnaud

“…To be competitive under the paradigm of Industry 4.0 (I4.0), companies must develop a Production Planning and Control (PPC) able to respond to disturbances…”
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