Abdelilah Hammou

17
Documents
Affiliations actuelles
  • Université de Caen Normandie (UNICAEN)
  • Laboratoire Universitaire des Sciences Appliquées de Cherbourg (LUSAC)
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Contact

Publications

Publications

Hybrid deep reinforcement learning for optimizing electric vehicle charging station placement: Multi agent-based simulations using real-world data

Soukayna Abibou , Dounia El Bourakadi , Abdelilah Hammou , Rachida Hachache , Ali Yahyaouy et al.

Sustainable Cities and Society, 2026, 144, pp.107398. ⟨10.1016/j.scs.2026.107398⟩

Article dans une revue hal-05609637v1

State of Health Evaluation of Lithium-Ion Batteries Using the Statistical Properties of the Voltage

Abdelilah Hammou , Raffaele Petrone , Demba Diallo , Claude Delpha , Hamid Gualous

Entropy, 2026, 28 (2), pp.221. ⟨10.3390/e28020221⟩

Article dans une revue hal-05531127v1

Machine Learning-Based Lifetime Prediction of Lithium Batteries: A Comparative Assessment for Electric Vehicle Applications

Abdelilah Hammou , Raffaele Petrone , Demba Diallo , Boubekeur Tala-Ighil , Philippe Makany Boussiengue et al.

Energies, 2026, 19 (5), pp.1203. ⟨10.3390/en19051203⟩

Article dans une revue hal-05609638v1
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Voltage Control for DC Microgrids: A Review and Comparative Evaluation of Deep Reinforcement Learning

Sharafadeen Muhammad , Hussein Obeid , Abdelilah Hammou , Melika Hinaje , Hamid Gualous

Energies, 2025, 18 (21), pp.5706. ⟨10.3390/en18215706⟩

Article dans une revue hal-05359562v1

Multi-Step Ageing Prediction of NMC Lithium-Ion Batteries Based on Temperature Characteristics

Abdelilah Hammou , Boubekeur Tala-Ighil , Philippe Makany , Hamid Gualous

Batteries, 2024, 10 (11), pp.384. ⟨10.3390/batteries10110384⟩

Article dans une revue hal-05155897v1
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Deep learning framework for state of health estimation of NMC and LFP Li-ion batteries for vehicular applications

Abdelilah Hammou , Raffaele Petrone , Hamid Gualous , Demba Diallo

Journal of Energy Storage, 2023, 70, pp.108083. ⟨10.1016/j.est.2023.108083⟩

Article dans une revue hal-05155813v1

Estimating the Health Status of Li-ion NMC Batteries From Energy Characteristics for EV Applications

Abdelilah Hammou , Raffaele Petrone , Demba Diallo , Hamid Gualous

IEEE Transactions on Energy Conversion, 2023, 38 (3), pp.2160-2168. ⟨10.1109/TEC.2023.3259744⟩

Article dans une revue hal-04957068v1

Real-Time Visualization of Dynamic Feature Importance for Remaining Useful Life Prediction

El Houssine Amraouy , Abdelilah Hammou , Ali Yahyaouy , Hicham Chaoui , Hamid Gualous

2026 IEEE 23rd Mediterranean Electrotechnical Conference (MELECON), Feb 2026, Cairo, France. pp.1-6, ⟨10.1109/melecon64486.2026.11418849⟩

Communication dans un congrès hal-05609640v1

Multi Life-Stages Single Proton Exchange Membrane Fuel Cell Aging Prediction

Yassine Toughzaoui , Abdelilah Hammou , Raffaele Petrone , Hamid Gualous

2025 4th International Conference on Power Systems and Electrical Technology (PSET), Aug 2025, Tokyo, France. pp.287-292, ⟨10.1109/pset66242.2025.11296508⟩

Communication dans un congrès hal-05609643v1

Design Optimization of a Port-Scale Energy Management System for Green Hydrogen in North Sea Hubs

Jiayang Gu , Raffaele Petrone , Abdelilah Hammou , Hamid Gualous

2025 8th International Conference on Power and Energy Applications (ICPEA), Oct 2025, Shanghai, France. pp.814-818, ⟨10.1109/icpea67476.2025.11349136⟩

Communication dans un congrès hal-05609641v1

Sizing Optimization of a Grid-Connected System Considering Hydrogen Production Using Particle Swarm Optimization

Hamza Mustapha , Raffaele Petrone , Abdelilah Hammou , Ahmed Rachid , Hamid Gualous

2025 International Conference on Control, Automation and Diagnosis (ICCAD), Jul 2025, Barcelona, France. pp.1-6, ⟨10.1109/iccad64771.2025.11099261⟩

Communication dans un congrès hal-05609649v1

Performance Comparison of Deep Reinforcement Learning Algorithms for Voltage Control of Buck Converter Feeding CPL in DC Microgrid

Sharafadeen Muhammad , Hussein Obeid , Abdelilah Hammou , Melika Hinaje , Hamid Gualous

2025 International Conference for Artificial Intelligence, Applications, Innovation and Ethics (AI2E), Feb 2025, Muscat, France. pp.1-6, ⟨10.1109/AI2E64943.2025.10983212⟩

Communication dans un congrès hal-05156545v1

Solar Power Forecasting Using Seasonal AutoRegressive Integrated Moving Average Model

Abdelilah Hammou , Yassine Toughzaoui , Hamid Gualous

2025 4th International Conference on Power Systems and Electrical Technology (PSET), Aug 2025, Tokyo, France. pp.944-948, ⟨10.1109/pset66242.2025.11296624⟩

Communication dans un congrès hal-05609645v1

NMC Lithium-Ion Batteries SOH Estimation Using CNN-LSTM Neural Network

Yassine Toughzaoui , Abdelilah Hammou , Raffaele Petrone , Hamid Gualous , Demba Diallo

14th International Conference on Power, Energy and Electrical Engineering, Feb 2024, Tokyo, Japan. ⟨10.3233/ATDE240356⟩

Communication dans un congrès hal-05156575v1

State-of-health prediction of Li-ion NMC Batteries Using Kalman Filter and Gaussian Process Regression

Abdelilah Hammou , Jianwen Meng , Demba Diallo , Raffaele Petrone , Hamid Gualous

2023 Prognostics and Health Management Conference (PHM), May 2023, Paris, France. pp.226-231, ⟨10.1109/PHM58589.2023.00050⟩

Communication dans un congrès hal-04406678v1

Experimental analysis of the effects of discharge current-rates on the parameters of the electrical equivalent circuit for NMC and LCO Li-ion batteries

Abdelilah Hammou , Raffaele Petrone , Demba Diallo , Hamid Gualous

IECON 2022 – 48th Annual Conference of the IEEE Industrial Electronics Society, Oct 2022, Brussels, France. pp.1-6, ⟨10.1109/IECON49645.2022.9968461⟩

Communication dans un congrès hal-04957008v1

Comparative study between High gain observer and Extended Kalman filter for supercapacitor state of health estimation

Abdelilah Hammou , Hamid Gualous

2021 9th International Conference on Systems and Control (ICSC), Nov 2021, Caen, France. pp.332-337, ⟨10.1109/ICSC50472.2021.9666742⟩

Communication dans un congrès hal-05156581v1