Hanane Dagdougui
B.Sc., M.Sc., Ph.D. (Mines ParisTech)
Full 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
Featured
Journal article
Journal article
Rezaei, E., Dagdougui, H., & Ojand, K. (2023). Hierarchical Distributed Energy Management Framework for Multiple Greenhouses Considering Demand Response. IEEE Transactions on Sustainable Energy, 14(1), 453-464.
Kiani, S., Sheshyekani, K., & Dagdougui, H. (2023). ADMM-Based Hierarchical Single-Loop Framework for EV Charging Scheduling Considering Power Flow Constraints. IEEE Transactions on Transportation Electrification, 12 pages.
See all publications (68)
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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M. Muhindo, Samuel .
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Ph.D. (7)
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Fathi, Elmira.
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Anihannou, Prosper.
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Amer, Abdelrahman.
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Zhou, Tong.
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Shah Kamrani, Arian.
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Ibrahim, Eslam .
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Besner, Alexandre.
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Master (thesis) (4)
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Sepho, Lorely.
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Charara, Mohamed.
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Cimadure, Ronan.
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Umetzu Caballero, Said Andrée.
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COMPLETED
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Ph.D. Thesis (4)
- Taboga, V. (2024). On Intelligent and Adaptive Control of Thermal Loads in Buildings under Demand Response Programs [Ph.D. thesis, Polytechnique Montréal].
- Aziz, M. (2023). Decentralized Game Theoretical Investigation for the Residential Microgrid Power Network Problem [Ph.D. thesis, Polytechnique Montréal].
- Kiani, S. (2023). Aggregation of Electric Vehicles and Thermostatically Controlled Loads for Providing Ancillary Services to the Smart Grid [Ph.D. thesis, Polytechnique Montréal].
- Rezaei, E. (2021). Distributed Energy Management in a Network of Prosumers with Thermal Loads Participating in Demand Response Programs [Ph.D. thesis, Polytechnique Montréal].
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Master's Thesis (8)
- Benslimane, S. (2023). L'apprentissage profond au service de la prédiction du productible solaire [Master's thesis, Polytechnique Montréal].
- Ghorbani, E. (2023). Robust Predictive Control Model Utilizing Recursive State Estimation for Controlling Indoor Microclimates of Clustered Greenhouses [Master's thesis, Polytechnique Montréal].
- Bagheri, F. (2022). Two-Stage Stochastic Optimization for Peak Load Reduction in Smart District Microgrid [Master's thesis, Polytechnique Montréal].
- Morgene, S. (2022). Stratégie de gestion des charges hétérogènes dans un réseau d'agrégateurs ayant une structure hiérarchique à trois niveaux [Master's thesis, Polytechnique Montréal].
- 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].
- Zejli, I. (2021). Regroupement par algorithme hiérarchique et k-means des profils d'usage des bornes de recharge publiques de véhicules électrique et analyse des facteurs d'usage liés à leur environnement [Master's thesis, Polytechnique Montréal].
- Bellahsen, A. (2020). L'intelligence artificielle au service de l'optimisation de l'énergie électrique dans un réseau intelligent [Master's thesis, Polytechnique Montréal].
- 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].
