Hanane Dagdougui
B.Sc., M.Sc., Ph.D. (Mines ParisTech)
Associate Professor
Department of Mathematical and Industrial Engineering
Department of Mathematical and Industrial Engineering
Research interests and affiliations
Research interests
- Modelling, optimization and control in smart microgrids
- Centralized and distributed optimization for smart grids
- Model predictive control for smart buildings
- Renewable energy resources and load predictions
- Smart charging strategies for electric vehicles in smart grids
- Demand response algorithms applied to buildings
Affiliation(s)
Expertise type(s) (NSERC subjects)
- 2516 Energy conversion and distribution
- 2956 Optimization and optimal control theory
- 2960 Mathematical modelling
- 2501 Power systems
Publications
Recent publications
Journal article
Journal article
Journal article
Journal article
Ojand, K. & Dagdougui, H. (2022). Q-Learning-Based Model Predictive Control for Energy Management in Residential Aggregator. IEEE Transactions on Automation Science and Engineering, 19(1), 70-81. Retrieved from https://doi.org/10.1109/TASE.2021.3091334
Bellahsen, A. & Dagdougui, H. (2021). Aggregated short-term load forecasting for heterogeneous buildings using machine learning with peak estimation. Energy and Buildings, 237, 12 pages. Retrieved from https://doi.org/10.1016/j.enbuild.2021.110742
Jendoubi, I., Sheshyekani, K. & Dagdougui, H. (2021). Aggregation and Optimal Management of TCLs for Frequency and Voltage Control of a Microgrid. IEEE Transactions on Power Delivery, 36(4), 2085-2096. Retrieved from https://doi.org/10.1109/TPWRD.2020.3019894
Taboga, V., Bellahsen, A. & Dagdougui, H. (2021). An Enhanced Adaptivity of Reinforcement Learning-Based Temperature Control in Buildings Using Generalized Training. IEEE Transactions on Emerging Topics in Computational Intelligence, 12 pages. Retrieved from https://doi.org/10.1109/TETCI.2021.3066999
See all publications (47)
Teaching
- MTH1007: Algébre linéaire pour ingénieurs
- ENE6301: Optimisation des microréseux électriques intelligents
- ENE8301: Modélisation techno-économique des systèmes énergétiques
Supervision at Polytechnique
IN PROGRESS
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Post-doctoral fellowship (1)
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Rashidirad, Nasim.
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Ph.D. (6)
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Taboga, Vincent.
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Rezaei, Ehsan.
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Aziz, Mohamed.
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Kiani, Sina.
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Shah Kamrani, Arian.
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Ibrahim, Eslam .
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Master (thesis) (4)
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Morgene, Sirine.
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Benslimane, Saad.
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Bagheri, Fatemeh.
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Zejli, Ismail.
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COMPLETED
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Master's Thesis (3)
- Renaud-Blondeau, P. (2021). Analyse de la relation entre l'accessibilité aux bornes de recharge publiques et les perceptions et l'adoption des véhicules électriques : le cas de Montréal (Master's Thesis, Polytechnique Montréal). Retrieved from https://publications.polymtl.ca/6321/
- Bellahsen, A. (2020). L'intelligence artificielle au service de l'optimisation de l'énergie électrique dans un réseau intelligent (Master's Thesis, Polytechnique Montréal). Retrieved from https://publications.polymtl.ca/5373/
- Ojand, K. (2020). A Double Deep Q-network Approach for Online Cyber-attack Detection in Power System Dynamic State Estimation (Master's Thesis, Polytechnique Montréal). Retrieved from https://publications.polymtl.ca/5514/