Publications

• Article dans une revue

Machine learning applied in production planning and control: a state-of-the-art in the era of industry 4.0

Juan Pablo Usuga Cadavid, Samir Lamouri, Bernard Grabot, Robert Pellerin, Arnaud Fortin

Because of their cross-functional nature in the company, enhancing Production Planning and Control (PPC) functions can lead to a global improvement of manufacturing systems. With the advent of the Industry 4.0 (I4.0), copious availability of data, high-computing power and large storage capacity…

Journal of Intelligent Manufacturing, 2020, 31 (6), pp.1531-1558. ⟨10.1007/s10845-019-01531-7⟩. ⟨hal-03424530⟩

• Communication dans un congrès

The concept of "safety bubble" to build ethical reconfigurable assembly systems

Thierry Berger, Thérèse Bonte, Jean-Jacques Santin, Yves Sallez

In the last decade, Reconfigurable Manufacturing Systems (RMS) have been proposed to deal with mass-customization problems and volatile markets. Applied to the field of assembly, this concept gives rise to Reconfigurable Assembly Systems (RAS). The latter are composed of different basic units (e.g…

21st IFAC world congress, Jul 2020, Berlin, Germany. pp.17023-17028, ⟨10.1016/j.ifacol.2020.12.1487⟩. ⟨hal-03367302⟩

• Article dans une revue

Experimental assessment of the sudden-reversal of the oxygen dilution effect on soot production in coflow ethylene flames II: soot radiation and flame transition analysis

Qianlong Wang, Jean-Louis Consalvi, Céline Morin, Guillaume Legros, Franklin Liu, Weiwei Cai, Haifeng Liu

The current study focuses on the radiative characteristics of heavy smoking flames that are formatted by oxygen being added to the fuel stream of a steady laminar ethylene diffusion flame. In such a scenario, based on the experimental local soot temperature and volume fraction results, the soot…

• Communication dans un congrès

Vehicles Tracking by Combining Convolutional Neural Network Based Segmentation and Optical Flow Estimation

Tuan-Hung Vu, Jacques Boonaert, Sebastien Ambellouis, Abdelmalik Taleb-Ahmed

Object tracking is an important proxy task towards action recognition. The recent successful CNN models for detection and segmentation, such as Faster R-CNN and Mask R-CNN lead to an effective approach for tracking problem: tracking-by-detection. This very fast type of tracker takes into account…

ACIVS 2020, 20th International Conference on Advanced Concepts for Intelligent Vision Systems, Feb 2020, Auckland, New Zealand. pp529-540, ⟨10.1007/978-3-030-40605-9_45⟩. ⟨hal-02960349⟩

• Ouvrages

KinAnatomie - 3e édition

Paul Allard, Julie Nantel, Sébastien Leteneur, Mickael Begon, G. Dalleau, Nicolas Termoz, Arsène Thouzé, Serge Mesure, Vicky Bouffard-Levasseur, Patrice Holvoet, Pascale Chavet, Karine Boivin

ourquoi étudier l’anatomie du système musculo-squelettique ? Des exercices d’étirement, de musculation ou d’entraînement mal exécutés peuvent conduire à des blessures. Il en va de même avec les mauvaises postures adoptées dans l’exécution d’une tâche tant au travail qu’à la maison. Une connaissance…

Paul Allard. JFD, 2020, 9782897991142. ⟨hal-04880145⟩

• Chapitre d'ouvrage

Modeling and Optimization in Manufacturing by Hydroforming and Stamping

Hakim Naceur, Waseem Arif

Hydroforming and stamping processes are important in several industrial sectors, and the simulation of these processes needs to be continuously enhanced. Since the last recent years, new challenging expectations have arisen regarding a higher level of quality commitment of sheet metal forming parts…

J. Jiang; C. Pruncu. Modeling and Optimization in Manufacturing, Wiley-VCH Verlag GmbH & Co. KGaA, pp.13-47, 2020, 978-3-527-34694-3. ⟨10.1002/9783527825233.ch1⟩. ⟨hal-03431993⟩

• Rapport

Tabu Search for a Parallel-Machine Scheduling Problem with Job Rejection, Inventory Penalties and Periodic Maintenance.

Hanane Krim, Nicolas Zufferey, Jean-Yves Potvin

We consider in this work a bicriteria scheduling problem on two different parallel machines with a periodic preventive maintenance policy. The two objectives considered involve minimization of job rejection costs and weighted sum of completion times. They are handled through a lexicographic…

[Research Report] CIRRELT; LAMIH, Université Polytechnique des Hauts-de-France. 2020. ⟨hal-03388837⟩

• Proceedings/Recueil des communications

Tangible interaction on RFID tabletops in centralized and distributed contexts

Christophe Kolski

Tutorial, 19th Brazilian Symposium on Software Quality, Dec 2020, Brazil. 2020. ⟨hal-03388544⟩

• Communication dans un congrès

Reduced-Complexity Affine Representation for Takagi-Sugeno Fuzzy Systems

Amine Dehak, Tran Anh-Tu Nguyen, Antoine Dequidt, Laurent Vermeiren, Michel Dambrine

This paper presents a systematic approach to reduce the complexity of sector nonlinearity TS fuzzy models using existing linear dependencies between local linear submodels. The proposed approach results in a decrease of the fuzzy model rules from 2P to p + 1 rules while maintaining equivalence to…

21st IFAC (International Federation of Automatic Control) IFAC World Congress, Jul 2020, Berlin, Germany. pp.8031-8036, ⟨10.1016/j.ifacol.2020.12.2235⟩. ⟨hal-03405660⟩

• Communication dans un congrès

Observer-based output feedback consensus protocol for double-integrator multi-agent systems under intermittent sampled position measurements

Dylan Poulsen, Michael Defoort, Mohamed Djemai

This paper deals with the leader-follower consensus problem for double-integrator multi-agent systems using sampled position data information. An observer-based output feedback controller is designed to study this problem while taking into account intermittent sensor failures. The non-uniformity…

21st IFAC World Congress 2020, Jul 2020, Berlin, Germany. pp.3025-3030, ⟨10.1016/j.ifacol.2020.12.993⟩. ⟨hal-03697877⟩