Hanane Dagdougui

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Publications

Cahiers du GERAD

déc. 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 et Issmail El Hallaoui

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

référence BibTeX

déc. 2018

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

Mohamad Aziz, Hanane Dagdougui et 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...

référence BibTeX

Articles

août 2024

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

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

Applied Energy, 368, No article: 123433, 2024 référence BibTeX

août 2024

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

Vincent Taboga et Hanane Dagdougui

À paraître dans : IEEE Transactions on Automation Science and Engineering, 15 pages, 2024 référence BibTeX

mars 2024

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

Sina Kiani, Keyhan Sheshyekani et Hanane Dagdougui

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

mars 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 et Mouloud Amazouz

Science of The Total Environment, 917, No article: 170085, 2024 référence BibTeX

déc. 2023

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

Mohamad Aziz, Hanane Dagdougui et Issmail El Hallaoui

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

oct. 2023

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

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

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

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 et Mouloud Amazouz

Journal of Environmental Chemical Engineering, 11(5), No article: 110732, 2023 référence BibTeX

mars 2023

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

Sina Kiani, Keyhan Sheshyekani et Hanane Dagdougui

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

jan. 2023

Hierarchical Distributed Energy Management Framework for Multiple Greenhouses Considering Demand Response

Ehsan Rezaei, Hanane Dagdougui et Kianoosh Ojand

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

déc. 2022

A Novel Approach for Improved Linear Power-Flow Formulation

Nasim Rashidirad, Hanane Dagdougui et Keyhan Sheshyekani

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

nov. 2022

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

Fatemeh Bagheri, Hanane Dagdougui et Michel Gendreau

Energy and Buildings, 275, No article: 112426, 2022 référence BibTeX

mai 2022

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

Ehsan Rezaei, Hanane Dagdougui et Mahdi Rezaei

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

avr. 2022

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

Vincent Taboga, Amine Bellahsen et Hanane Dagdougui

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

mars 2022

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

Mohamad Aziz, Hanane Dagdougui et Issmail El Hallaoui

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

jan. 2022

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

Kianoosh Ojand et Hanane Dagdougui

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

août 2021

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

Imen Jendoubi, Keyhan Sheshyekani et Hanane Dagdougui

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

juin 2021

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

Sina Kiani, Keyhan Sheshyekani et Hanane Dagdougui

Electric Power Systems Research, 195, No article: 107181, 2021 référence BibTeX

avr. 2021

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

Amine Bellahsen et Hanane Dagdougui

Energy and Buildings, 237, No article: 110742, 2021 référence BibTeX

nov. 2020

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

Ehsan Rezaei et Hanane Dagdougui

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

oct. 2020

Optimal operation scheduling for a smart greenhouse integrated microgrid

Ahmed Ouammi, Yasmine Achour, Hanane Dagdougui et Driss Zejli

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

mai 2020

Stochastic constrained linear quadratic control in a network of smart microgrids

Chiara Bersani, Hanane Dagdougui, Ahmed Ouammi et Roberto Sacile

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

jan. 2020

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

Ahmed Ouammi, Yasmine Achour, Driss Zejli et Hanane Dagdougui

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

nov. 2019

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

Hanane Dagdougui, Fatemeh Bagheri, Hieu Le et Louis Dessaint

Energy and Buildings, 203, No article: 109408, 2019 référence BibTeX

sept. 2019

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

Ahmed Ouammi, Hanane Dagdougui et Roberto Sacile

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

sept. 2019

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

Hanane Dagdougui, Ahmed Ouammi et Louis Dessaint

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

fév. 2019

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

Chiara Bersani, Hanane Dagdougui, Claudio Roncoli et Roberto Sacile

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

Livres

fév. 2018

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

Hanane Dagdougui, Roberto Sacile, Chiara Bersani et Ahmed Ouammi

Academic Press, 2018 référence BibTeX

Actes de conférence

juil. 2024

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

Eslam G. Al-Sakkari, Ahmed Ragab, Mohamed Ali, Hanane Dagdougui, Daria C. Boffito et 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 référence BibTeX

mai 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 et Abdelaziz Berrado

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

avr. 2024

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

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

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

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 et Abdelaziz Berrado

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

août 2023

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

Arian Shah Kamrani et Hanane Dagdougui

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

mai 2023

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

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

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

oct. 2021

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

Nasim Rashidirad et Hanane Dagdougui

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

juin 2021

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

Sina Kiani, Keyhan Sheshyekani et Hanane Dagdougui

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

jan. 2021

Reinforcement learning based penetration testing of a microgrid control algorithm

Christopher Neal, Hanane Dagdougui, Andrea Lodi et José Fernandez

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

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 et Sylvia Y. He

2021 TRB Annual Meeting, Virtual Event, 2021 référence BibTeX

août 2020

Deep Reinforcement Learning For Peak Load Reduction In Aggregated Residential Houses

Vincent Taboga, Amine Bellahsen et Hanane Dagdougui

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

août 2020

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

Sina Kiani, Keyhan Sheshyekani et Hanane Dagdougui

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

août 2019

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

Ehsan Rezaei et Hanane Dagdougui

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