Abdelkader DIB | IFPEN Thèses

Dedicated interdisciplinary researcher with a focus on mechanical engineering, energy systems modeling, and machine learning. Experienced in vehicle dynamics and engine dynamics simulation, traffic analysis, and aero/hydrodynamics.

abdelkader.dib@ifpen.fr

Publications

Dib, A., Sciarretta, A. and Balac, M., 2023, September. A two-stage deep learning based approach for predicting instantaneous vehicle speed profiles on road networks. In 2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC) (pp. 1636-1642). IEEE.

Dib, A., Sciarretta, A. and Balac, M., 2024, February. Deep Learning-Based Mesoscopic Pollutant Emissions Modeling in Road Traffic Networks. In 2024 Forum for Innovative Sustainable Transportation Systems (FISTS) (pp. 1-7). IEEE.

Thèse

Ongoing

Published on 2024-01-05

Estimation of instantaneous pollutant emissions (and energy consumption) from road transportation through coupling mesoscopic traffic modeling and speed profile generation

Estimating traffic-related energy consumption and pollutant emissions is a complex problem that is relevant for a wide range of problems, from ...

Informatique et Sciences de l'Information Sciences et technologies du numérique Rueil-Malmaison