Roozbeh Sadeghian Broujeny

9
Documents

Publications

Publications

Hybrid Physics–Informed and Machine Learning Model for Accurate Lithium‐Ion Battery Voltage Prediction

Seydali Ferahtia , Roozbeh Cesi Lineact Sadeghian Broujeny

Energy Storage Materials, 2026, 8 (1), ⟨10.1002/est2.70357⟩

Article dans une revue hal-05494631v1

Net-zero futures cities and transportation systems: estimation and analyzing of vehicle’s carbon dioxide production by knowledge transferring

Sonia Ikken , Roozbeh Sadeghian Broujeny

International Journal of Data Science and Analytics, 2025, ⟨10.1007/s41060-025-00761-8⟩

Article dans une revue hal-05132331v1

DuoBrain-HVAC: A Hybrid Autonomous Agent for Controlling HVAC Systems

Khalil Al Sayed , Abhinandana Boodi , Roozbeh Sadeghian Broujeny , Karim Beddiar

Telecommunications Forum (TELFOR2024), 2025, pp.1-4. ⟨10.1109/TELFOR63250.2024.10819155⟩

Article dans une revue hal-04979609v1

Remaining Useful Life Prediction with Uncertainty Quantification Using Evidential Deep Learning

Safa Ben Ayed , Rachid Tahar Hamza , Roozbeh Sadeghian Broujeny

Journal of Artificial Intelligence and Soft Computing Research, 2025, 15 (1), pp.37-55. ⟨10.2478/jaiscr-2025-0003⟩

Article dans une revue hal-04979581v1
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Reinforcement learning for HVAC control in intelligent buildings: A technical and conceptual review

Khalil Al Sayed , Abhinandana Boodi , Roozbeh Sadeghian Broujeny , Karim Beddiar

Journal of Building Engineering, 2024, 95, pp.110085. ⟨10.1016/j.jobe.2024.110085⟩

Article dans une revue hal-04635092v1

Energy Consumption Forecasting in a University Office by Artificial Intelligence Techniques: An Analysis of the Exogenous Data Effect on the Modeling

Roozbeh Sadeghian Broujeny , Safa Ben Ayed , Mouadh Matalah

Energies, 2023, 16 (10), pp.4065. ⟨10.3390/en16104065⟩

Article dans une revue hal-04097230v1

On-Policy vs. Off-Policy HVAC Control: Comparing PPO and SAC–Gumbel in EnergyPlus

Khalil Al Sayed , Abhinandana Boodi , Roozbeh Sadeghian Broujeny , Karim Beddiar

2025 IEEE 16th Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON), Oct 2025, Yorktown Heights, United States. pp.0382-0387, ⟨10.1109/UEMCON67449.2025.11267698⟩

Communication dans un congrès hal-05399809v1

Attention Makes HVAC Control More Efficient

Khalil Al Sayed , Abhinandana Boodi , Roozbeh Sadeghian Broujeny , Karim Beddiar

IECON 2025 – 51st Annual Conference of the IEEE Industrial Electronics Society, Oct 2025, Madrid, France. pp.1-6, ⟨10.1109/IECON58223.2025.11221485⟩

Communication dans un congrès hal-05372129v1

Reinforcement Learning for Optimal HVAC Control: From Theory to Real-World Applications

Khalil Al Sayed , Abhinandana Boodi , Roozbeh Sadeghian Broujeny , Karim Beddiar

IECON 2023- 49th Annual Conference of the IEEE Industrial Electronics Society, Oct 2023, Singapore, Singapore. pp.1-6, ⟨10.1109/IECON51785.2023.10312131⟩

Communication dans un congrès hal-04290855v1