Hanane Dagdougui

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Publications

Cahiers du GERAD

Nov 2025

G-2025-80
Optimal energy trading in residential prosumer clusters via graphon mean field games

Mohamad Aziz, Hussein Suprême, Hanane Dagdougui, and Antoine Lesage-Landry

In this work, we tackle the optimal energy trading~(OET) problem in distribution grids with a large number of prosumer households. We first introduce a clust...

BibTeX reference

Feb 2025

G-2025-19
Optimisation des manœuvres de contrôle sur les lignes de transport électrique (Poster)

Mohamad Charara, Martin De Montigny, Nivine Abou Daher, Hanane Dagdougui, and Antoine Lesage-Landry

Avec la demande croissante en énergie et l’intégration des sources d’énergie renouvelable, les réseaux électriques font face à d’importants défis opérationne...

BibTeX reference

Feb 2025

G-2025-12
Affiches présentées lors de la 5e édition de la journée des étudiant(e)s du GERAD, 4 février 2025 / Posters presented at GERAD’s 5th Student Day, February 4, 2025

Liam Findlay, Roussos Dimitrakopoulos, Lidiia Shchichko, Erick Delage, Victor Guimaraes, Jonathan Eid, Hannah Merrigan, Antoine Lesage-Landry, Frédérik Lavictoire, Mohamad Charara, Hanane Dagdougui, and Said André Umetzu Caballero

On February 4, 2025, the 5th edition of GERAD's Student Day took place, under the theme of energy transition. The aim of this event was to give students the ...

BibTeX reference

Dec 2023

G-2023-56
Computational investigation of residential users through load aggregator smart grid power optimization problem via mean field game theory

Mohamad Aziz, Hanane Dagdougui, and Issmail El Hallaoui

Incentive-based demand response aggregators are widely recognized as a powerful strategy to increase the flexibility of residential community microgrid (RCM)...

BibTeX reference

Dec 2018

G-2018-103
A game theoretic analysis for community microgrid: Architecture, formulation and optimization

Mohamad Aziz, Hanane Dagdougui, and Issmail El Hallaoui

Microgrid, a promising component of smart grid, will potentially yield a free electricity market. This paper proposes a novel construction for a community mi...

BibTeX reference

Articles

Aug 2024

Neural differential equations for temperature control in buildings under demand response programs

Vincent Taboga, Clement Gehring, Mathieu Le Cam, Hanane Dagdougui, and Pierre-Luc Bacon

Applied Energy, 368, Paper no: 123433, 2024 BibTeX reference

Aug 2024

A Distributed ADMM-Based Deep Learning Approach for Thermal Control in Multi-Zone Buildings Under Demand Response Events

Vincent Taboga and Hanane Dagdougui

IEEE Transactions on Automation Science and Engineering, 22, 5994–6008, 2024 BibTeX reference

Mar 2024

ADMM-Based Hierarchical Single-Loop Framework for EV Charging Scheduling Considering Power Flow Constraints

Sina Kiani, Keyhan Sheshyekani, and Hanane Dagdougui

IEEE Transactions on Transportation Electrification, 10(1), 1089–1100, 2024 BibTeX reference

Mar 2024

Carbon capture, utilization and sequestration systems design and operation optimization: Assessment and perspectives of artificial intelligence opportunities

Eslam G. Al-Sakkari, Ahmed Ragab, Hanane Dagdougui, Daria C. Boffito, and Mouloud Amazouz

Science of The Total Environment, 917, Paper no: 170085, 2024 BibTeX reference

Dec 2023

Game theoretical formulation for residential community microgrid via mean field theory: Proof of concept

Mohamad Aziz, Hanane Dagdougui, and Issmail El Hallaoui

IEEE Control Systems Letters, 8, 25–30, 2023 BibTeX reference

Oct 2023

Powering the transition: Public charging stations and electric vehicle adoption in Montreal, Canada

Pénélope Renaud-Blondeau, Geneviève Boisjoly, Hanane Dagdougui, and Sylvia Y. He

International Journal of Sustainable Transportation , 17(10), 1097–1112, 2023 BibTeX reference

Oct 2023

Machine learning-assisted selection of adsorption-based carbon dioxide capture materials

Eslam G. Al-Sakkari, Ahmed Ragab, Terry M.Y. So, Marzieh Shokrollahi, Hanane Dagdougui, Philippe Navarri, Ali Elkamel, and Mouloud Amazouz

Journal of Environmental Chemical Engineering, 11(5), Paper no: 110732, 2023 BibTeX reference

Mar 2023

An Extended State Space Model for Aggregation of Large-scale EVs Considering Fast Charging

Sina Kiani, Keyhan Sheshyekani, and Hanane Dagdougui

IEEE Transactions on Transportation Electrification, 9(1), 1238–1251, 2023 BibTeX reference

Jan 2023

Hierarchical Distributed Energy Management Framework for Multiple Greenhouses Considering Demand Response

Ehsan Rezaei, Hanane Dagdougui, and Kianoosh Ojand

IEEE Transactions on Sustainable Energy, 14(1), 453–464, 2023 BibTeX reference

Dec 2022

A Novel Approach for Improved Linear Power-Flow Formulation

Nasim Rashidirad, Hanane Dagdougui, and Keyhan Sheshyekani

IEEE Transactions on Power Delivery, 37(6), 5224–5233, 2022 BibTeX reference

Nov 2022

Stochastic optimization and scenario generation for peak load shaving in Smart District microgrid: sizing and operation

Fatemeh Bagheri, Hanane Dagdougui, and Michel Gendreau

Energy and Buildings, 275, Paper no: 112426, 2022 BibTeX reference

May 2022

Distributed Stochastic Model Predictive Control for Peak Load Limiting in Networked Microgrids With Building Thermal Dynamics

Ehsan Rezaei, Hanane Dagdougui, and Mahdi Rezaei

IEEE Transactions on Smart Grid, 13(3), 2038–2049, 2022 BibTeX reference

Apr 2022

An Enhanced Adaptivity of Reinforcement Learning-Based Temperature Control in Buildings Using Generalized Training

Vincent Taboga, Amine Bellahsen, and Hanane Dagdougui

IEEE Transactions on Emerging Topics in Computational Intelligence, 6(2), 255–266, 2022 BibTeX reference

Mar 2022

A Decentralized Game Theoretic Approach for Virtual Storage System Aggregation in a Residential Community

Mohamad Aziz, Hanane Dagdougui, and Issmail El Hallaoui

IEEE Access , 10, 34846–34857, 2022 BibTeX reference

Jan 2022

Q-Learning-Based Model Predictive Control for Energy Management in Residential Aggregator

Kianoosh Ojand and Hanane Dagdougui

IEEE Transactions on Automation Science and Engineering, 19(1), 70–81, 2022 BibTeX reference

Aug 2021

Aggregation and Optimal Management of TCLs for Frequency and Voltage Control of a Microgrid

Imen Jendoubi, Keyhan Sheshyekani, and Hanane Dagdougui

IEEE Transactions on Power Delivery, 36(4), 2085–2096, 2021 BibTeX reference

Jun 2021

A unified state space model for aggregation and coordination of large-scale TCLs and EVs for frequency regulation

Sina Kiani, Keyhan Sheshyekani, and Hanane Dagdougui

Electric Power Systems Research, 195, Paper no: 107181, 2021 BibTeX reference

Apr 2021

Aggregated short-term load forecasting for heterogeneous buildings using machine learning with peak estimation

Amine Bellahsen and Hanane Dagdougui

Energy and Buildings, 237, Paper no: 110742, 2021 BibTeX reference

Nov 2020

Optimal Real-Time Energy Management in Apartment Building Integrating Microgrid With Multizone HVAC Control

Ehsan Rezaei and Hanane Dagdougui

IEEE Transactions on Industrial Informatics, 16(11), 6848–6856, 2020 BibTeX reference

Oct 2020

Optimal operation scheduling for a smart greenhouse integrated microgrid

Ahmed Ouammi, Yasmine Achour, Hanane Dagdougui, and Driss Zejli

Energy for Sustainable Development, 58, 129–137, 2020 BibTeX reference

May 2020

Stochastic constrained linear quadratic control in a network of smart microgrids

Chiara Bersani, Hanane Dagdougui, Ahmed Ouammi, and Roberto Sacile

IET Renewable Power Generation, 14(7), 1193–1200, 2020 BibTeX reference

Jan 2020

Supervisory Model Predictive Control for Optimal Energy Management of Networked Smart Greenhouses Integrated Microgrid

Ahmed Ouammi, Yasmine Achour, Driss Zejli, and Hanane Dagdougui

IEEE Transactions on Automation Science and Engineering, 17(1), 117–128, 2020 BibTeX reference

Nov 2019

Neural network model for short-term and very-short-term load forecasting in district buildings

Hanane Dagdougui, Fatemeh Bagheri, Hieu Le, and Louis Dessaint

Energy and Buildings, 203, Paper no: 109408, 2019 BibTeX reference

Sep 2019

Optimal Planning With Technology Selection for Wind Power Plants in Power Distribution Networks

Ahmed Ouammi, Hanane Dagdougui, and Roberto Sacile

IEEE Systems Journal, 13(3), 3059–3069, 2019 BibTeX reference

Sep 2019

Peak Load Reduction in a Smart Building Integrating Microgrid and V2B-Based Demand Response Scheme

Hanane Dagdougui, Ahmed Ouammi, and Louis Dessaint

IEEE Systems Journal, 13(3), 3274–3282, 2019 BibTeX reference

Feb 2019

Distributed Product Flow Control in a Network of Inventories With Stochastic Production and Demand

Chiara Bersani, Hanane Dagdougui, Claudio Roncoli, and Roberto Sacile

IEEE Access, 7, 22486–22494, 2019 BibTeX reference

Books

Feb 2018

Hydrogen Infrastructure for Energy Applications: Production, Storage, Distribution and Safety

Hanane Dagdougui, Roberto Sacile, Chiara Bersani, and Ahmed Ouammi

Academic Press, 2018 BibTeX reference

Proceedings

Jul 2024

Learn-to-design : reinforcement learning-assisted chemical process optimization

Eslam G. Al-Sakkari, Ahmed Ragab, Mohamed Ali, Hanane Dagdougui, Daria C. Boffito, and Mouloud Amazouz

10th International Conference on Foundations of Computer Aid Process Design (FOCAPD 2024), Systems & Control Transactions , vol 3, Breckenridge, Colorado, USA, 245–252, 2024 BibTeX reference

Jun 2024

A Kron-Reduced Model of the Integrated Transmission-Distribution Optimal Power Flow Problem

Christian Bingane, Hanane Dagdougui, Antoine Lesage-Landry, and H. Suprême

XXIII Power Systems Computation Conference, Paris, France, 2024 BibTeX reference

May 2024

Towards a framework selection for assessing the performance of photovoltaic solar power plants: criteria determination

Maryam Chafiq, Loubna Benabbou, Hanane Dagdougui, Ismail Belhaj, Abdelali Djdiaa, Hicham Bouzekri, and Abdelaziz Berrado

2024 4th International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET), Fez, Morocco, 1–11, 2024 BibTeX reference

Apr 2024

PV Power Forecasting Using Deep Learning and physical Models: Case study of Morocco

Samira Abousaid, Loubna Benabbou, Hanane Dagdougui, Ismail Belhaj, Abdelaziz Berrado, and Hicham Bouzekri

International Conference on Electrical Systems & Automation (ICESA2023), Springer, Cham, Al Hoceïma, Morocco, 59–67, 2024 BibTeX reference

Nov 2023

Towards an Effective Electrical Market Design: Identifying and Defining Key Criteria for Decision-Making

Souhaila Chiguer, Loubna Benabbou, Hanane Dagdougui, Ismail Belhaj, Abdelali Djdiaa, Hicham Bouzekri, and Abdelaziz Berrado

2023 14th International Conference on Intelligent Systems: Theories and Applications (SITA), Casablanca, Morocco , 2023 BibTeX reference

Aug 2023

A Two-Stage Optimization Framework for Electric Vehicle Fleet Day-ahead Charging Management

Arian Shah Kamrani and Hanane Dagdougui

2023 IEEE 11th International Conference on Smart Energy Grid Engineering (SEGE), Ontario, Canada, 16–21, 2023 BibTeX reference

May 2023

Deep Learning Approach for Solar Irradiance forecasting: A Morocco case study

Saad Benbrahim, Loubna Benabbou, Hanane Dagdougui, Ismail Belhaj, Hicham Bouzekri, and Abdelaziz Berrado

2023 14th International Conference on Intelligent Systems: Theories and Applications (SITA), Casablanca, Morocco, 1–8, 2023 BibTeX reference

Oct 2021

Distribution Factor Assessment for PEVs Charging Stations with V2G Capability in Power Systems

Nasim Rashidirad and Hanane Dagdougui

IECON 2021 – 47th Annual Conference of the IEEE Industrial Electronics Society, Toronto, ON, Canada, 2021 BibTeX reference

Jun 2021

Real-time Aggregation of Large-scale EVs Considering Fast Charging

Sina Kiani, Keyhan Sheshyekani, and Hanane Dagdougui

2021 IEEE Transportation Electrification Conference & Expo (ITEC), Chicago, IL, USA, 1–6, 2021 BibTeX reference

Jan 2021

Reinforcement learning based penetration testing of a microgrid control algorithm

Christopher Neal, Hanane Dagdougui, Andrea Lodi, and José Fernandez

2021 IEEE 11th Annual Computing and Communication Workshop and Conference (CCWC), NV, USA, 38–44, 2021 BibTeX reference

Jan 2021

Powering the transition: An assessment of the influence of curbside charging stations on electric vehicle adoption in Montreal, Canada

Pénélope Renaud-Blondeau, Geneviève Boisjoly, Hanane Dagdougui, and Sylvia Y. He

2021 TRB Annual Meeting, Virtual Event, 2021 BibTeX reference

Aug 2020

Deep Reinforcement Learning For Peak Load Reduction In Aggregated Residential Houses

Vincent Taboga, Amine Bellahsen, and Hanane Dagdougui

2020 IEEE Power & Energy Society General Meeting (PESGM), Montreal, QC, Canada, 2020 BibTeX reference

Aug 2020

State Space Model of Aggregated TCLs for Frequency Regulation with a Low Communication Requirement

Sina Kiani, Keyhan Sheshyekani, and Hanane Dagdougui

2020 IEEE Power & Energy Society General Meeting (PESGM), Montreal, QC, Canada, 2020 BibTeX reference

Aug 2019

A Network of BIMGs Participating in Demand Response Using EVs and HVAC Units

Ehsan Rezaei and Hanane Dagdougui

2019 IEEE 7th International Conference on Smart Energy Grid Engineering (SEGE), Oshawa, ON, Canada, 2019 BibTeX reference