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Hanane Dagdougui
B.Sc., M.Sc., Ph.D. (Mines ParisTech)

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
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
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
Journal article
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
Journal article
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
Journal article
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

Teaching

- MTH1007: Algébre linéaire pour ingénieurs

- ENE6301: Optimisation des microréseux électriques intelligents

- ENE8301: Modélisation techno-économique des systèmes énergétiques

 

Supervision at Polytechnique

IN PROGRESS

  • Post-doctoral fellowship (1)

    • Rashidirad, Nasim.
  • Ph.D. (6)

    • Taboga, Vincent.
    • Rezaei, Ehsan.
    • Aziz, Mohamed.
    • Kiani, Sina.
    • Shah Kamrani, Arian.
    • Ibrahim, Eslam .
  • Master (thesis) (4)

    • Morgene, Sirine.
    • Benslimane, Saad.
    • Bagheri, Fatemeh.
    • Zejli, Ismail.

COMPLETED

  • 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/