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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

Publications

Recent publications
Conference paper
Taboga, V., Bellahsen, A. & Dagdougui, H. (2020). Deep reinforcement learning for peak load reduction in aggregated residential houses. Paper presented at the 2020 IEEE Power and Energy Society General Meeting (PESGM 2020), Montreal, QC, Canada (5 pages). Retrieved from https://doi.org/10.1109/PESGM41954.2020.9281946
Journal article
Ouammi, A., Achour, Y., Dagdougui, H. & Zejli, D. (2020). Optimal operation scheduling for a smart greenhouse integrated microgrid. Energy for Sustainable Development, 58, 129-137. Retrieved from https://doi.org/10.1016/j.esd.2020.08.001
Journal article
Rezaei, E. & Dagdougui, H. (2020). Optimal Real-Time Energy Management in Apartment Building Integrating Microgrid with Multizone HVAC Control. IEEE Transactions on Industrial Informatics, 16(11), 6848-6856. Retrieved from https://doi.org/10.1109/TII.2020.2972803
Conference paper
Kiani, S., Sheshyekani, K. & Dagdougui, H. (2020). State Space Model of Aggregated TCLs for Frequency Regulation with a Low Communication Requirement. Paper presented at the 2020 IEEE Power and Energy Society General Meeting (PESGM 2020), Montreal, QC, Canada (5 pages). Retrieved from https://doi.org/10.1109/PESGM41954.2020.9281513

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. (4)

    • Taboga, Vincent.
    • Rezaei, Ehsan.
    • Aziz, Mohamed.
    • Kiani, Sina.
  • Master (thesis) (6)

    • Morgene, Sirine.
    • Ojand, Kianoosh.
    • Bagheri, Fatemeh.
    • Renaud, Pénélope.
    • Bellahsen, Amine.
    • Zejli, Ismail.

COMPLETED

  • Master's Thesis (1)

    • 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/