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Rachid Outbib

CNRS-IRD-Collège de France UMR 34 CEREGE - Aix-Marseille Université

SCHOLARLY PAPERS

5

DOWNLOADS

171

TOTAL CITATIONS

0

Scholarly Papers (5)

1.

A System-Level Modeling Framework for Predicting Pt Catalyst Degradation in Proton Exchange Membrane Fuel Cells

Number of pages: 44 Posted: 06 Apr 2024
CNRS-IRD-Collège de France UMR 34 CEREGE - Aix-Marseille Université, University of Besançon - Université de Franche-Comté, CNRS-IRD-Collège de France UMR 34 CEREGE - Aix-Marseille Université, University of Besançon - Université de Franche-Comté and University of Besançon - Université de Franche-Comté
Downloads 53 (1,041,696)

Abstract:

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PEM fuel cell, Catalyst degradations, micro-scale modelling, Dual-scale modelling, Durability enhancement control

2.

Co-Optimization Strategies for Connected and Automated Fuel Cell Hybrid Vehicles in Dynamic Curving Scenarios

Number of pages: 27 Posted: 30 Apr 2022
Kunming University of Science and Technology, Kunming University of Science and Technology, Kunming University of Science and Technology, Changchun University of Technology and CNRS-IRD-Collège de France UMR 34 CEREGE - Aix-Marseille Université
Downloads 40 (1,183,237)

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connected and automated fuel cell hybrid vehicles, co-optimization strategy, Fuzzy-AECMS, lateral stability, adaptive tracking

3.

An Advanced 1d Physics-Based Model for Pem Hydrogen Fuel Cells with Enhanced Overvoltage Prediction

Number of pages: 28 Posted: 30 Apr 2024
ENERGY-Lab, Université de La Reunion, University of Besançon - Université de Franche-Comté, CNRS-IRD-Collège de France UMR 34 CEREGE - Aix-Marseille Université, University of Besançon - Université de Franche-Comté and University of Besançon - Université de Franche-Comté
Downloads 38 (1,209,354)

Abstract:

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Proton exchange membrane fuel cell (PEMFC), 1D model, Control-oriented, Water management, Limit liquid water saturation coefficient ($s_{lim}$), Limit current density coefficent ($i_{lim}$)

4.

Alphapem: An Open-Source Dynamic 1d Physics-Based Pem Fuel Cell Model for Embedded Applications

Number of pages: 9 Posted: 04 Sep 2024
ENERGY-Lab, Université de La Reunion, University of Besançon - Université de Franche-Comté, CNRS-IRD-Collège de France UMR 34 CEREGE - Aix-Marseille Université, University of Besançon - Université de Franche-Comté and University of Besançon - Université de Franche-Comté
Downloads 29 (1,332,057)

Abstract:

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Proton exchange membrane fuel cell (PEMFC), Modelling, Control-command, Automatic calibration

5.

Real-Time Health-Aware Energy Management for Fuel Cell Hybrid Vehicles via Computationally Efficient Fuzzy Reinforcement Learning: HIL and RCP Validations

Number of pages: 23 Posted: 06 Jun 2026
Liang GUO, Zhongliang LI and Rachid Outbib
Aix-Marseille University, University of Besançon - Université de Franche-Comté and CNRS-IRD-Collège de France UMR 34 CEREGE - Aix-Marseille Université
Downloads 11

Abstract:

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Fuel cell hybrid electric vehicles, Energy management strategy, Fuzzy reinforcement learning, Fuel cell degradation, Lifetime extension, Hardware-in-the-loop