Publications

• COMM

Bayesian Optimization of Gaussian Process and Deep Gaussian Process for the optimization of black-box Functions

Jérémy Sadet, Franck Massa, El-Ghazali Talbi, Thierry Tison, Isabelle Massa-Turpin

International Conference in Optimization and Learning (OLA2020), Feb 2020, Cadiz, Spain. ⟨hal-03432952⟩

• COMM

Digital Twin: an approach to design more ethical autonomous systems

Damien Trentesaux, Stamatis Karnouskos

The arrival of autonomous intelligent systems (eg., CPS) evolving in an open, uncontrolled environment that will interact with humans throughout their life cycle, and especially during their use leads to a new kind of issue related to the study of their possible ethical or non ethical behavior.…

27ème journées STP du GDR CNRS MACS, Feb 2020, Nantes, France. ⟨hal-03420996⟩

• COUV

Maintenance of the Autonomous Train: A Human-Machine Cooperation Framework

Corentin Gely, Damien Trentesaux, Antoine Le Mortellec

Researchers and industrialists are working to propose user centric transportation services based on the development of autonomous systems. This paper deals with the evolution of human-machine cooperation processes within such a context. The concept of peer-to-peer cooperation is proposed.…

B. Müller; G. Meyer. Towards User-Centric Transport in Europe 2, Springer, pp.135-148, 2020, Lecture Notes in Mobility, ⟨10.1007/978-3-030-38028-1_10⟩. ⟨hal-02887468⟩

• COMM

An overview of Machine Learning Technologies and their use in E-learning

Ramzi Farhat, Yosra Mourali, Mohamed Jemni, Houcine Ezzedine

Thanks to new technologies, internet, connected objects we produce a phenomenal amount of data. Putting these data in context, organizing them to be able to perceive, understand and reflect them is very important. Traditionally, human have analyzed data. However, as the volume of data surpasses,…

2020 International Multi-Conference on: “Organization of Knowledge and Advanced Technologies” (OCTA), Feb 2020, Tunis, Tunisia. pp.1-4, ⟨10.1109/OCTA49274.2020.9151758⟩. ⟨hal-03382417⟩

• ART

Modelling and solving the multi-quays berth allocation and crane assignment problem with availability constraints

Issam Krimi, Raca Todosijević, Rachid Benmansour, Mustapha Ratli, Abdessamad Ait El Cadi, Afaf Aloullal

In this work, we are interested in the multi-quays berth allocation and crane assignment problem under availability restrictions. Availability restrictions may arise due weather conditions, or when, for example, cranes must undergo planned maintenance in order to stay in good performance. This…

Journal of Global Optimization, 2020, 78 (2), pp.349-373. ⟨10.1007/s10898-020-00884-1⟩. ⟨hal-03397024⟩

• THESE

Reliability-Guided Design Space Exploration for Safety-Critical Applications, Exploration des architectures des systèmes embarqués dirigée par la fiabilité

Alexandre Chabot

Technological advances allow the production of increasingly complex electronic systems. Nevertheless, technology and voltage scaling increased dramatically the susceptibility of new devices not only to Single Bit Upsets(SBU), but also to Multiple Bit Upsets (MBU). In safety critical applications,…, Les avancées technologiques ont permis la production de systèmes électroniques de plus en plus complexes. A l’ombre de ces évolutions, la diminution de la taille des transistors ainsi que la diminution de tension ont dramatiquement impactés la sensibilité aux fautes de ces nouvelles plateformes…

Embedded Systems. Université Polytechnique Hauts-de-France, 2020. English. ⟨NNT : 2020UPHF0007⟩. ⟨tel-03253860⟩

• ART

Comparative analysis of various techniques to improve the performance of novel wheat germ oil – an experimental study

Edwin Geo Varuvel, C. Prabhu, Shanmugam Thiyagarajan, T. Maiyalagan, Fethi Aloui

The current study aims to explore the opportunities of using the high viscous biofuel namely Wheat Germ oil (WGO) in a twin cylinder CI engine. High viscous fuels suffer from improper atomization leading to poor combustion and higher smoke emission. To address this problem, various techniques…

International Journal of Hydrogen Energy, 2020, 45 (9), pp.5745-5756. ⟨10.1016/j.ijhydene.2019.05.198⟩. ⟨hal-03440792⟩

• ART

A Novel Identification-Based Convex Control Scheme via Recurrent High-Order Neural Networks: An Application to the Internal Combustion Engine

Carlos Daniel Armenta Moreno, Thomas Josso-Laurain, Víctor Estrada Manzo, Miguel Bernal

This paper proposes an identification-based nonlinear control scheme which casts the plant model as a recurrent high-order neural network. The model thus obtained consists on polynomials of a fixed number of nonlinearities, a fact that is exploited by transforming it into an exact tensor-product…

Neural Processing Letters, 2020, 51 (1), pp.303-324. ⟨10.1007/s11063-019-10095-9⟩. ⟨hal-03677897⟩

• ART

The sensory role of the sole of the foot: Review and update on clinical perspectives

Frédéric Viseux

The feet constitute an important sensory structure in the mechanisms of postural control. As a direct and often only interface between the body and the ground, the feet allow us to sense and interact with our environment. Sensory information provided by muscle and cutaneous afferents in the foot…

Neurophysiologie Clinique = Clinical Neurophysiology, 2020, 50 (1), pp.55-68. ⟨10.1016/j.neucli.2019.12.003⟩. ⟨hal-03462788⟩

• ART

Optimization of the Width of Vapor Chamber Regions by Using Particle Swarm Optimization Method

Hamdy Hassan, Souad Harmand

Abstract An optimization of vapor chamber (VC) region's width and its wick porosity to achieve the minimum temperature rise of the vapor chamber is studied in this paper. The optimization process is carried out by particle swarm optimization (PSO) method. The study is performed at various…

Journal of Heat Transfer, 2020, 142 (2), pp.021901. ⟨10.1115/1.4045597⟩. ⟨hal-03440860⟩