Publications

• Communication dans un congrès

Exploring the Influence of Focal Loss on Transformer Models for Imbalanced Maintenance Data in Industry 4.0

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

Harnessing data from historical maintenance databases may be challenging, as they tend to rely on text data provided by operators. Thus, they often include acronyms, jargon, typos, and other irregularities that complicate the automated analysis of such reports. Furthermore, maintenance datasets may…

17th IFAC Symposium on Information Control Problems in Manufacturing (INCOM 2021), Jun 2021, Budapest, Hungary. ⟨hal-03407955⟩

• Article dans une revue

Dynamic scheduling of manufacturing systems: a product-driven approach using hyper-heuristics

Wassim Bouazza, Yves Sallez, Damien Trentesaux

Dynamic scheduling of manufacturing systems is encountered in many real-world industries such as the food and pharmaceutical industries. The scheduling of these systems must not only be efficient but also reactive to cope with dynamic job arrivals and machine breakdowns. Over the last decade,…

International Journal of Computer Integrated Manufacturing, 2021, 34 (6), pp.641-665. ⟨10.1080/0951192X.2021.1925969⟩. ⟨hal-03365348⟩

• Communication dans un congrès

Obsolete Information Detection Using a Bayesian Networks Approach

Salma Chaieb, Ali Ben Mrad, Brahim Hnich, Véronique Delcroix

An information base must be consistently revised and updated upon the acquisition of new observations that contradict the obsolete ones contained in the information base, given a representation model. In this paper, we present a novel approach for dealing with the information obsolescence problem…

20th International Conference on Intelligent Systems Design and Applications (ISDA), Dec 2020, Virtual Event, France. pp.1094-1104, ⟨10.1007/978-3-030-71187-0_101⟩. ⟨hal-03381846⟩

• Article dans une revue

Bi-local search based variable neighborhood search for job-shop scheduling problem with transport constraints

Moussa Abderrahim, Abdelghani Bekrar, Damien Trentesaux, Nassima Aissani, Karim Bouamrane

In job-shop manufacturing systems, an efficient production schedule acts to reduce unnecessary costs and better manage resources. For the same purposes, modern manufacturing cells, in compliance with industry 4.0 concepts, use material handling systems in order to allow more control on the…

Optimization Letters, 2021, 128 (16), pp.255-280. ⟨10.1007/s11590-020-01674-0⟩. ⟨hal-03367156⟩

• Communication dans un congrès

AI-based speed control models for the autonomous train: a literature review

Antoine Plissonneau, Damien Trentesaux, Wael Ben Messaoud, Abdelghani Bekrar

The railway industry recently showed interest in the potential use of AI to render trains autonomous in order to reduce cost and improve security and performance. This paper focuses on the integration of AI into Automatic Train Operation (ATO) systems to control train speed. The objective of this…

2021 Third International Conference on Transportation and Smart Technologies (TST), May 2021, Tangier, Morocco. pp.9-15, ⟨10.1109/TST52996.2021.00009⟩. ⟨hal-03408335⟩

• Communication dans un congrès

Computational reduction of optimal hybrid vehicle energy management

Carlos Daniel Armenta Moreno, Sebastien Delprat, Rudy R. Negenborn, Ali Haseltalab, Jimmy Lauber, Michel Dambrine

Pontryagin's Minimum Principle is a way of solving hybrid powertrain optimal energy management. This paper presents an improvement of a classical implementation. The core of this improvement consists in relaxing the tolerance on some intermediate steps of the algorithm in order to reduce the…

2021 American Control Conference (ACC), May 2021, New Orleans, LA, United States. pp.1444-1449, ⟨10.23919/ACC50511.2021.9483437⟩. ⟨hal-03710650⟩

• Notice d’encyclopédie ou de dictionnaire

Zirconia ceramics, structure and properties

Anne Leriche, Francis Cambier, Helen Reveron

This article gives an introductory review on zirconia by describing its crystallographic, physical and chemical properties. Developed since the 1980s following the discovery of stabilization at room temperature of its high temperature phases, zirconia has continued to fascinate scientists and…

Encyclopedia of Materials: Technical Ceramics and Glasses, 2021, pp.93-104. ⟨10.1016/B978-0-12-818542-1.00101-6⟩. ⟨hal-04475193⟩

• Notice d’encyclopédie ou de dictionnaire

Overview: Mechanical and Physical Properties and Property Testing of Ceramics and Glasses

Anne Leriche, Francis Cambier

Encyclopedia of Materials: Technical Ceramics and Glasses, 2021, pp.704. ⟨10.1016/B978-0-12-818542-1.00094-1⟩. ⟨hal-04475290⟩

• Notice d’encyclopédie ou de dictionnaire

Sintering of Ceramics: An Overview

Anne Leriche, Francis Cambier, Stuart Hampshire

This article gives an overview of surface and bulk matter transport processes occurring during the densification of ceramic powder compacts. Starting from purified or chemically synthesized raw materials, sintering takes place by either solid state or liquid phase mechanisms during heat treatment…

Encyclopedia of Materials: Technical Ceramics and Glasses, 2021, pp.233-248. ⟨10.1016/B978-0-12-803581-8.12083-1⟩. ⟨hal-04475174⟩

• Notice d’encyclopédie ou de dictionnaire

Control of the Microstructure in Ceramics

Anne Leriche, Stuart Hampshire, Francis Cambier

Ceramic materials are commonly fabricated by powder processing and a subsequent heat treatment, which results in the elimination of about 40 vol% of porosity during the sintering step. The densification occurs at high temperature allowing atom diffusion in the solid state or through a liquid phase…

Encyclopedia of Materials: Technical Ceramics and Glasses, 2021, pp.349-366. ⟨10.1016/B978-0-12-818542-1.00017-5⟩. ⟨hal-04474300⟩