Publications

• Article dans une revue

Machine Learning in Production Planning and Control: A Review of Empirical Literature

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

Proper Production Planning and Control (PPC) is capital to have an edge over competitors, reduce costs and respect delivery dates. With regard to PPC, Machine Learning (ML) provides new opportunities to make intelligent decisions based on data. Therefore, this paper provides an initial systematic…

IFAC-PapersOnLine, 2019, 52 (13), pp.385-390. ⟨10.1016/j.ifacol.2019.11.155⟩. ⟨hal-03467620⟩

• Article dans une revue

Unsteady behavior in forced ow over a backward-facing step

Camila Chovet, Marc Lippert, Laurent Keirsbulck, Jean-Marc Foucaut

The unsteady behavior of a turbulent ow over a backward-facing step was investigated under controlled actuation at a Re h = 31500. Initial measurements were made changing the periodic forcing frequency St a from 0.045 to 0.453. The best forcing frequency was observed at a dimensionless frequency of…

Flow, Turbulence and Combustion, 2019, 102 (1), pp.145-165. ⟨10.1007/s10494-018-9944-0⟩. ⟨hal-02877329⟩

• Ouvrages

Service Orientation in Holonic and Multi-Agent Manufacturing

Theodor Borangiu, Damien Trentesaux, André Thomas, Sergio Cavalieri

Presents recent research on service orientation in holonic and multi-agent manufacturing. Includes selected papers from the 8th International Workshop on Service Orientation in Holonic and Multi-Agent Manufacturing (SOHOMA’18) held in Bergamo, Italy on June 11–12, 2018. Written by experts in the…

Springer International Publishing, 803, 2019, Studies in Computational Intelligence, 978-3-030-03003-2. ⟨10.1007/978-3-030-03003-2⟩. ⟨hal-03518574⟩

• Article dans une revue

Digital transformation of manufacturing through cloud services and resource virtualization

Theodor Borangiu, Damien Trentesaux, André Thomas, Paulo Leitão, José Barata

This editorial introduces the special issue in the Elsevier journal Computers in Industry that analyses how the digital transformation of manufacturing is speeded up by two important drivers: cloud services and resource virtualization, which are vital for implementing the main building blocks -…

Computers in Industry, 2019, 108, pp.150-162. ⟨10.1016/j.compind.2019.01.006⟩. ⟨hal-03426598⟩

• Communication dans un congrès

Variable neighborhood search for the set union knapsack problem

Bernard Gendron, Said Hanafi, Raca Todosijević

The set-union knapsack problem (SUKP) is a generalization of knapsack problem where an item corresponds to a set of elements. SUKP has various applications including information security systems. We propose a variable neighborhood search for the SUKP and the computational results on a set of…

• Article dans une revue

Assessing cyber‐physical systems to balance maintenance replacement policies and optimise long‐run average costs for aircraft assets

Marco Andreacchio, Abdelghani Bekrar, Rachid Benmansour, Damien Trentesaux

Many aircraft assets are subject to both preventive (scheduled) and corrective (unscheduled) replacement policies to ensure adequate levels of reliability and availability. The problem, particularly for assets that exist in large quantities, is that preventive replacement tasks often involve…

IET Cyber-Physical Systems: Theory & Applications, 2019, 4 (2), pp.148-155. ⟨10.1049/iet-cps.2018.5038⟩. ⟨hal-03472131⟩

• Communication dans un congrès

Deep Reinforcement Learning for Personalized Recommendation of Distance Learning

Maroi Agrebi, Mondher Sendi, Mourad Abed

Nowadays, distance learning becomes more diverse and popular. Increasingly universities are currently working to offer their online courses (MOOC, SPOC, SMOC, SSOC, etc.) in the form of courses providing learners with a wide variety of choices. However, this multi-criteria choice is complex. In this…

World Conference on Information Systems and Technologies (WorldCist'19), Apr 2019, Illa da Toxa, Spain. pp.597-606, ⟨10.1007/978-3-030-16184-2_57⟩. ⟨hal-03576573⟩

• Communication dans un congrès

A systematic literature review on intelligent user interfaces: preliminary results, Une revue systématique de la littérature sur les interfaces utilisateur intelligentes: résultats préliminaires

Taisa Guidini Gonçalves, Káthia Marçal de Oliveira, Emmanuelle Grislin-Le Strugeon, Christophe Kolski, Guilherme Travassos

The user interfaces (UIs) promote the interaction with the software system to achieve the users' goals. In this way different types of interaction are provided, such as direct manipulation, web UI or tangible interaction. These interfaces have evolved, including artificial intelligence and…, Les interfaces utilisateur (IU) visent à favoriser l'interaction avec le système pour permettre aux utilisateurs d'atteindre leurs buts. Ainsi, différents types d'interaction sont possibles, tels que la manipulation directe, les interfaces web ou l'interaction tangible. Ces…

31e conférence francophone sur l'Interaction Homme-Machine (IHM 2019), Dec 2019, Grenoble, France. pp.5:1-8, ⟨10.1145/3366551.3370344⟩. ⟨hal-02388851⟩

• Article dans une revue

Machine Learning for Emergency Department Management

Sofia Benbelkacem, Farid Kadri, Baghdad Atmani, Sondès Chaabane

Nowadays, emergency department services are confronted to an increasing demand. This situation causes emergency department overcrowding which often increases the length of stay of patients and leads to strain situations. To overcome this issue, emergency department managers must predict the length…

International Journal of Information Systems in the Service Sector, 2019, 11 (3), pp.19-36. ⟨10.4018/IJISSS.2019070102⟩. ⟨hal-03405401⟩

• Article dans une revue

Effect of Port Premixed Liquefied Petroleum Gas on the Engine Characteristics

Edwin Geo Varuvel, Ankit Sonthalia, G. Nagarajan, B. Nagalingam, Fethi Aloui

In the present work, liquefied petroleum gas (LPG) is premixed with air for combustion in a compression ignition engine, along with neat rubber seed oil as the direct injected fuel. The LPG is injected directly into the intake manifold using an electronic gas injector. The variation in the LPG flow…

Journal of Energy Resources Technology, 2019, 141 (11), pp.112206. ⟨10.1115/1.4043698⟩. ⟨hal-03612735⟩