Philippe Thomas
71
Documents
Publications
An object-oriented architecture to couple simulators and their machine learning surrogates models in the context of digital shadows22nd IFAC World Congress, IFAC 2023, Jul 2023, Yokohama, Japan
Conference papers
hal-04201293v1
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A MLP for dryer energy consumption prediction in wood panel industry14th International Conference on Neural Computation Theory and Applications, NCTA 2022, Oct 2022, Valetta, Malta. ⟨10.5220/0011541900003332⟩
Conference papers
hal-03859435v1
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Toward a self-adaptive digital twin based active learning method: an application to the lumber industry14th IFAC Workshop on Intelligent Manufacturins Systems, IMS 2022, Mar 2022, Tel Aviv, Israel
Conference papers
hal-03627198v1
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Dissimilarity to class medoids as features for 3D point cloud classificationIFIP International Conference on Advances in Production Management Systems (APMS), Sep 2021, Nantes, France. pp.573-581, ⟨10.1007/978-3-030-85906-0_62⟩
Conference papers
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A kNN approach based on ICP metrics for 3D scans matching: an application to the sawing process17th IFAC Symposium on Information Control Problems in Manufacturing, INCOM 2021, Jun 2021, Budapest (virtual), Hungary
Conference papers
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Medoid-based MLP: an application to wood sawing simulator metamodeling13th International Conference on Neural Computation Theory and Applications, NCTA 2021, Oct 2021, Online streaming, Portugal
Conference papers
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Relearning procedure to adapt pollutant prediction neural model: Choice of relearning algorithmInternational Joint Conference on Neural Networks, IJCNN 2019, Jul 2019, Budapest, Hungary
Conference papers
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Demand forecasting using artificial neuronal networks and time series: application to a French furniture manufacturer case study11th International Joint Conference on Computational Intelligence, IJCCI’19 (11th International Conference on Neural Computation Theory and Applications, NCTA), Sep 2019, Vienne, Austria
Conference papers
hal-02304581v1
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Toward a sustainable new product development approach based on industry 4.0 assets8th Workshop on Service Orientation in Holonic and Multi-agent Manufacturing, SOHOMA'18, Jun 2018, Bergamo, Italy
Conference papers
hal-01936069v1
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Impact of hidden weights choice on accuracy of MLP with randomly fixed hidden neurons for regression problems9th International Joint Conference on Computational Intelligence, IJCCI’17, Nov 2017, Funchal, Portugal
Conference papers
hal-01630235v1
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A batching and scheduling optimisation for a cutting work-center: Acta-Mobilier case study7th International Conference on Industrial Engineering and Systems Management, IESM'17, Oct 2017, Saarbrücken, Germany
Conference papers
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A hybrid manufacturing control based on smart lots in a disrupted industrial context20th IFAC World Congress, IFAC 2017, Jul 2017, Toulouse, France
Conference papers
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An iterative closest point method for measuring the level of similarity of 3D log scans in wood industry7th Workshop on Service Orientation in Holonic and Multi Agent Manufacturing, SOHOMA 2017, Oct 2017, Nantes, France
Conference papers
hal-01621003v1
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A case study of an Intelligent Manufacturing Control based on multi-agents' system to deal with batching and sequencing on rework context7th Workshop on Service Orientation in Holonic and Multi-Agent Manufacturing, SOHOMA’17, Oct 2017, Nantes, France
Conference papers
hal-01615343v1
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Neural network inverse model for quality monitoring: Application to a high quality lackering process9th International Joint Conference on Computational Intelligence, IJCCI’17, Nov 2017, Funchal, Portugal
Conference papers
hal-01630234v1
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An iterative closest point method for measuring the level of similarity of 3D log scans in wood industry7th Workshop on Service Orientation in Holonic and Multi Agent Manufacturing, SOHOMA'17, Oct 2017, Nantes, France
Conference papers
hal-01617778v1
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K-means clustering based method for production flow management facing rework disturbancesInternational Conference on Information Systems, Logistics and Supply Chain, ILS’16, Jun 2016, Bordeaux, France
Conference papers
hal-01415418v1
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Impact de la qualité sur la gestion des flux de production dans les ateliers à forts taux de reprises11ème Congrès International Pluridisciplinaire en Qualité, Sûreté de Fonctionnement et Développement Durable, QUALITA'2015, Mar 2015, Nancy, France
Conference papers
hal-01134897v1
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Réordonnancement dynamique rapide dans un contexte de système contrôlé par le produit sur un poste de travail soumis à un fort taux de reprisesJournées Produits Intelligents, JPI 2015, Mar 2015, Valenciennes, France
Conference papers
hal-01134907v1
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Impact de la qualité sur la gestion des flux de production dans les ateliers à forts taux de reprises Application au cas d'un fabricant de mobiliers laqués de très haute qualité11ème Congrès International Pluridisciplinaire en Qualité, Sûreté de Fonctionnement et Développement Durable, QUALITA 2015, Mar 2015, Nancy, France
Conference papers
hal-01149791v1
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Perceptron learning for classification problems7th International Conference on Neural Computation Theory and Applications, NCTA 2015, (part of the 7th International Joint Conference on Computational Intelligence, IJCCI'15), Nov 2015, Lisbonne, Portugal
Conference papers
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Reduced simulation model for flow analysis in a sawmill internal supply chainInternational Conference on Industrial Engineering and Systems Management, IESM'15, Oct 2015, Seville, Spain
Conference papers
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Prediction model adaptation thanks to control chart monitoring application to pollutants prediction6th International Joint Conference on Computational Intelligence, IJCCI'14, Oct 2014, Rome, Italy
Conference papers
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Réduction et génération automatique de modèle Arena© en exploitant des arbres de régression : cas d'une scierie10ème Conférence Francophone de Modélisation, Optimisation et Simulation, MOSIM'14, Nov 2014, Nancy, France
Conference papers
hal-01086859v1
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Un ensemble classificateur pour la classification de données dynamiques. Application à un problème de qualité d'air intérieur10ème Conférence Francophone de Modélisation, Optimisation et Simulation, MOSIM'14, Nov 2014, Nancy, France
Conference papers
hal-01086856v1
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CART for supply chain simulation models reduction: application to a sawmill internal supply chainIFIP International Conference on Advances in Production Management Systems, APMS'14, Sep 2014, Ajaccio, France. ⟨10.1007/978-3-662-44733-8_66⟩
Conference papers
hal-01086870v1
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CART for supply chain simulation models reductionIFIP International Conference on Advances in Production Management Systems, APMS 2014, Sep 2014, Ajaccio, France. pp.530-537, ⟨10.1007/978-3-662-44733-8_66⟩
Conference papers
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Improving production process performance thanks to neuronal analysis11th IFAC Workshop on Intelligent Manufacturing System, IMS'2013, May 2013, Sao Paulo, Brazil. pp.CDROM
Conference papers
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Neural Networks ensemble for quality monitoring5th International Conference on Neural Computation Theory and Application, NCTA'13, Sep 2013, Vilamoura, Portugal. pp.CDROM
Conference papers
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Implantation of an on-line quality process monitoringInternational Conference on Industrial Engineering and Systems Management, IESM'13, Oct 2013, Rabat, Morocco. pp.CDROM
Conference papers
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One approach of data-mining for Product Driven Systems14th IFAC Symposium on Information Control Problems in Manufacturing, INCOM 2012, May 2012, Bucarest, Romania. pp.CDROM
Conference papers
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Retour d'expérience industrielle sur le choix d'une technologie d'information portée par les produits9e Conférence Internationale de Modélisation, Optimisation et Simulation, MOSIM'12, Jun 2012, Bordeaux, France. pp.CDROM
Conference papers
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De la nécessité des bonnes informations dans les systèmes contrôlés par les produits7ème Conférence Internationale Conception et Production Intégrées, CPI'2011, Oct 2011, Oujda, Maroc. pp.CDROM
Conference papers
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Petri net control of a kanban loopInternational Conference on Industrial Engineering and Systems Management, IESM 2011, May 2011, Metz, France. pp.CDROM
Conference papers
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Pilotage d'une boucle KANBAN modélisée par réseau de Petri8ème Conférence Internationale de Modélisation et Simulation, MOSIM'10, May 2010, Hammamet, Tunisie. pp.CDROM
Conference papers
hal-00525891v1
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Proposition d'une procédure de détermination de temps unitaire de pièces découpées8ème Conférence Internationale de Modélisation et Simulation, MOSIM'10, May 2010, Hammamet, Tunisie. pp.CDROM
Conference papers
hal-00525896v1
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How deals with discrete data for the reduction of simulation models using neural network13th IFAC Symposium on Information Control Problems in Manufacturing, INCOM'2009, Jun 2009, Moscou, Russia. pp.1177-1182
Conference papers
hal-00393987v1
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Reduction of Product Driven System emulation models based on neural network: impact of discrete dataInternational Conference on Industrial Engineering and Systems Management, IESM' 2009, May 2009, Montréal, Canada. pp.CD
Conference papers
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Expérimentation de la réduction d'un modèle de simulation par réseau de neurones : cas d'une scierie7ème Conférence Internationale de Modélisation, Optimisation et Simulation des Systèmes, MOSIM 08, Mar 2008, Paris, France. pp.2030-2038
Conference papers
hal-00282833v1
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Sélection de la structure d'un perceptron multicouches pour la réduction dun modèle de simulation d'une scierie.5ème Conférence Internationale Francophone d'Automatique, CIFA'2008, Sep 2008, Bucarest, Roumanie. pp.CDROM
Conference papers
hal-00320824v1
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Elagage d'un perceptron multicouches : utilisation de l'analyse de la variance de la sensibilité des paramètres5ème Conférence Internationale Francophone d'Automatique, CIFA'2008, Sep 2008, Bucarest, Roumanie. pp.CDROM
Conference papers
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Simulation Reduction Models Approach Using Neural Network10th International Conference on Computer Modelling and Simulation, EUROSIM'08, Apr 2008, Cambridge, United Kingdom. pp.679-684
Conference papers
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Impact of RFID technology on Petri net modelisation: application to an assembly platformNov 2006, pp.CDROM
Conference papers
hal-00118494v1
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Fault detection for HDS by means of neural networks: application to two tanks hydraulic system6th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, SAFEPROCESS'06, Sep 2006, Beijing, China. pp.1039 - 1044
Conference papers
hal-00103876v1
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Modeling and Monitoring of Hybrid Dynamic Systems with Feed-Forward Neural Networks: application to two tanks hydraulic systemWorkshop on Advanced Control and Diagnosis, Nov 2005, Mulhouse, France. pp.103-109
Conference papers
hal-00103137v1
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Analysis of a sequential, non coherent and looped system with two approaches : Petri Nets and Neural NetworksInternational Conference on Safety and Reliability, ESREL '97, Jun 1997, Lisbonne, Portugal
Conference papers
hal-02563373v1
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Big data analytics and machine learning for industrial cyber-physical systemsOlivier Cardin, Damien Trentesaux, William Derigent. Digitalization and Control of Industrial Cyber‐Physical Systems, ISTE - Wiley, 149-170, Part 5, Chapter 9, 2022, 9781789450859. ⟨10.1002/9781119987420.ch9⟩
Book sections
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Fluorine: Characteristics, Chemistry and Applications Controlled fluorination using atomic fluorineChemical Elements (Fluorine, Rhodium and Rubidium): Properties, Synthesis and Applications, 2018, 978-1-53614-017-0
Book sections
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An approach to data-mining for product driven systemsTheodor Borangiu, André Thomas, Damien Trentesaux. Service Orientation in Holonic and Multi-Agent Manufacturing Control, Springer-Verlag, pp.181-194, 2013, Studies in Computational Intelligence, vol. 472, 978-3-642-35851-7. ⟨10.1007/978-3-642-35852-4_12⟩
Book sections
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Semi-Supervised Learning edited by O. Chapelle, B. Schölkopf and A. Zien2009, pp.542
Other publications
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Gradient-based controllers for continuous Petri nets2012
Reports
hal-00569926v1
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Des carrefours « intelligents » pour une meilleure gestion du trafic urbain[Rapport Technique] Université Le Havre Normandie. 2008, 9 p
Reports
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