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Hanane DagdouguiDépartement de mathématiques et de génie industriel
Voir sa fiche dans le Répertoire des Expertises de Polytechnique Montréal
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Al-Sakkari, E. G., Ragab, A., Ali, M., Dagdougui, H., Boffito, D. C., & Amazouz, M. (juillet 2024). Learn-To-Design: Reinforcement Learning-Assisted Chemical Process Optimization [Communication écrite]. Foundations of Computer Aided Process Design (FOCAPD 2024), Breckenridge, Colorado, USA. Publié dans Systems and Control Transactions, 3. Lien externe
Abousaid, S., Benabbou, L., Dagdougui, H., Belhaj, I., Bouzekri, H., & Berrado, A. (mai 2023). PV Power Forecasting Using Deep Learning and Physical Models: Case Study of Morocco [Communication écrite]. International Conference on Electrical Systems & Automation, (ICESA 2023), Al Hoceïma, Morocco. Publié dans Advances in Science, Technology & Innovation/Advances in science, technology & innovation. Lien externe
Al-Sakkari, E. G., Ragab, A., Dagdougui, H., Boffito, D. C., & Amazouz, M. (2024). Carbon capture, utilization and sequestration systems design and operation optimization: Assessment and perspectives of artificial intelligence opportunities. Science of the Total Environment, 917, 170085 (32 pages). Lien externe
Al-Sakkari, E. G., Ragab, A., Ali, M., Dagdougui, H., Boffito, D. C., & Amazouz, M. (juillet 2024). Learn-to-design : reinforcement learning-assisted chemical process optimization [Communication écrite]. 10th International Conference on Foundations of Computer Aid Process Design (FOCAPD 2024), Breckenridge, Colorado, USA. Publié dans Systems & Control Transactions, 3. Lien externe
Abousaid, S., Benabbou, L., Dagdougui, H., Belhaj, I., Berrado, A., & Bouzekri, H. (2023). Predicting Solar PV Output Based on Hybrid Deep Learning and Physical Models: Case Study of Morocco. Recent Advances in Electrical & Electronic Engineering, 16, 6-17. Lien externe
Aziz, M., Dagdougui, H., & El Hallaoui, I. (2023). Computational investigation of residential users through load aggregator smart grid power optimization problem via mean field game theory. (Rapport technique n° G-2023-56). Lien externe
Aziz, M., Dagdougui, H., & El Hallaoui, I. (2023). Game Theoretical Formulation for Residential Community Microgrid Via Mean Field Theory: Proof of Concept. IEEE Control Systems Letters, 6 pages. Lien externe
Al-Sakkari, E. G., Ragab, A., So, T. M. Y., Shokrollahi, M., Dagdougui, H., Navarri, P., Elkamel, A., & Amazouz, M. (2023). Machine learning-assisted selection of adsorption-based carbon dioxide capture materials. Journal of Environmental Chemical Engineering, 11(5), 110732 (25 pages). Lien externe
Aziz, M., Dagdougui, H., & El Hallaoui, I. (2022). A Decentralized Game Theoretic Approach for Virtual Storage System Aggregation in a Residential Community. IEEE Access, 10, 34846-34857. Lien externe
Benbrahim, S., Benabbou, L., Dagdougui, H., Belhaj, I., Bouzekri, H., & Berrado, A. (mai 2023). Deep Learning Approach for Solar Irradiance Forecasting: A Moroccan Case Study [Communication écrite]. International Conference on Electrical Systems & Automation, (ICESA 2023), Al Hoceïma, Morocco. Publié dans Advances in Science, Technology & Innovation/Advances in science, technology & innovation. Lien externe
Benbrahim, S., Benabbou, L., Dagdougui, H., Belhaj, I., Djdiaa, A., Bouzekri, H., & Berrado, A. (novembre 2023). Deep Learning Model for Multi-Step Ahead Prediction of Solar Irradiance: Case of Study of Morocco [Communication écrite]. 14th International Conference on Intelligent Systems: Theories and Applications (SITA 2023), Casablanca, Morocco (8 pages). Lien externe
Bagheri, F., Dagdougui, H., & Gendreau, M. (2022). Stochastic optimization and scenario generation for peak load shaving in Smart District microgrid: sizing and operation. Energy and Buildings, 275, 15 pages. Lien externe
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. Lien externe
Bersani, C., Dagdougui, H., Ouammi, A., & Sacile, R. (2020). Stochastic constrained linear quadratic control in a network of smart microgrids. IET Renewable Power Generation, 14(7), 1193-200. Lien externe
Bersani, C., Dagdougui, H., Roncoli, C., & Sacile, R. (2019). Distributed product flow control in a network of inventories with stochastic production and demand. IEEE Access, 7, 22486-22494. Disponible
Bersani, C., Dagdougui, H., Ouammi, A., & Sacile, R. (2017). Distributed robust control of the power flows in a team of cooperating microgrids. IEEE Transactions on Control Systems Technology, 25(4), 1473-1479. Lien externe
Chafiq, M., Benabbou, L., Dagdougui, H., Belhaj, I., Djdiaa, A., Bouzekri, H., & Berrado, A. (juillet 2024). An Analytic Hierarchy Process based approach for assessing the performance of photovoltaic solar power plants [Communication écrite]. 12th IFAC Symposium on Control of Power and Energy Systems (CPES 2024), Rabat, Morocco. Publié dans IFAC PapersOnline, 58(13). Lien externe
Chafiq, M., Benabbou, L., Dagdougui, H., Belhaj, I., Djdiaa, A., Bouzekri, H., & Berrado, A. (mai 2024). Towards a framework selection for assessing the performance of photovoltaic solar power plants: criteria determination [Communication écrite]. 4th International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET 2024), Fez, Morocco (11 pages). Lien externe
Chiguer, S., Benabbou, L., Dagdougui, H., Belhaj, I., Djdiaa, A., Bouzekri, H., & Berrado, A. (novembre 2023). Towards an Effective Electrical Market Design: Identifying and Defining Key Criteria for Decision-Making [Communication écrite]. 14th International Conference on Intelligent Systems: Theories and Applications (SITA 2023), Casablanca, Morocco (6 pages). Lien externe
Dagdougui, H., Bagheri, F., Le, H., & Dessaint, L. (2019). Neural network model for short-term and very-short-term load forecasting in district buildings. Energy and Buildings, 203, 10 pages. Lien externe
Dagdougui, H., Sacile, R., Bersani, C., & Ouammi, A. (2018). Deployment of a Hydrogen Supply Chain. Dans Hydrogen Infrastructure for Energy Applications (p. 53-93). Lien externe
Dagdougui, H., Sacile, R., Bersani, C., & Ouammi, A. (2018). Hydrogen infrastructure for energy applications: production, storage, distribution and safety. Lien externe
Dagdougui, H., Sacile, R., Bersani, C., & Ouammi, A. (2018). Network Planning of Hydrogen Supply Chain. Dans Hydrogen Infrastructure for Energy Applications (p. 95-125). Lien externe
Dagdougui, H., Ouammi, A., & Dessaint, L. A. (2018). Peak Load Reduction in a Smart Building Integrating Microgrid and V2B-Based Demand Response Scheme. IEEE Systems Journal, 13(3), 3274-3282. Lien externe
Dagdougui, H., Ouammi, A., Dessaint, L., & Sacile, R. (2016). Global energy management system for cooperative networked residential green buildings. IET Renewable Power Generation, 10(8), 1237-1244. Lien externe
Dagdougui, H., Dessaint, L., Gagnon, G., & Al-Haddad, K. (juillet 2016). Modeling and optimal operation of a university campus microgrid [Communication écrite]. IEEE Power and Energy Society General Meeting (PESGM 2016), Boston, MA (5 pages). Lien externe
Dagdougui, H., Mary, N., Beraud-Sudreau, A., & Dessaint, L. (août 2016). Power management strategy for sizing battery system for peak load limiting in a university campus [Communication écrite]. 4th IEEE International Conference on Smart Energy Grid Engineering (SEGE 2016), Oshawa, ON. Lien externe
Dagdougui, H., Ouammi, A., & Sacile, R. (2016). Towards a concept of cooperating power network for energy management and control of microgrids. Dans Mahmoud, M. S. (édit.), Microgrid: advanced control methods and renewable energy system integration (p. 231-262). Lien externe
Dagdougui, H., Henshaw, M., Hubbard, E.-M., & Sacile, R. (2015). Guest editorial: Special issue on systems engineering in cooperative and competitive distributed decision making for complex dynamic systems. IEEE Systems Journal, 9(1), 209-211. Lien externe
Dagdougui, H., & Sacile, R. (2014). Decentralized control of the power flows in a network of smart microgrids modeled as a team of cooperative agents. IEEE Transactions on Control Systems Technology, 22(2), 510-519. Lien externe
Dagdougui, H., Ouammi, A., & Sacile, R. (mars 2014). Distributed optimal control of a network of virtual power plants with dynamic price mechanism [Communication écrite]. 8th IEEE International Systems Conference (SysCon 2014), Ottawa, ON (6 pages). Lien externe
Dagdougui, H., Ouammi, A., & Sacile, R. (2014). Optimal control of a network of power microgrids using the Pontryagin's minimum principle. IEEE Transactions on Control Systems Technology, 22(5), 1942-1948. Lien externe
Dagdougui, H., Dessaint, L., & Ouammi, A. (juillet 2014). Optimal power exchanges in an interconnected power microgrids based on model predictive control [Communication écrite]. IEEE Power and Energy Society General Meeting (PES General Meeting 2014), National Harbor, MD (5 pages). Lien externe
Dagdougui, H., Minciardi, R., Ouammi, A., Robba, M., & Sacile, R. (2012). Modeling and optimization of a hybrid system for the energy supply of a “Green” building. Energy Conversion and Management, 64, 351-363. Lien externe
Dagdougui, H., Ouammi, A., & Sacile, R. (2012). Modelling and control of hydrogen and energy flows in a network of green hydrogen refuelling stations powered by mixed renewable energy systems. International Journal of Hydrogen Energy, 37(6), 5360-5371. Lien externe
Dagdougui, H. (2012). Models, methods and approaches for the planning and design of the future hydrogen supply chain. International Journal of Hydrogen Energy, 37(6), 5318-5327. Lien externe
Dagdougui, H., Ouammi, A., & Sacile, R. (mars 2012). Optimal control strategy for the wind power exchanges in a network of microgrids [Communication écrite]. 7th International Conference on System of Systems Engineering (SoSE 2012), Genova, Italy (6 pages). Lien externe
Dagdougui, H., Ouammi, A., Garbolino, E., & Sacile, R. (mars 2012). A regional decision support system for locating future hydrogen refueling stations [Communication écrite]. IEEE International Systems Conference (SysCon 2012), Vancouver, BC, Canada (6 pages). Lien externe
Dagdougui, H., Ouammi, A., & Sacile, R. (septembre 2011). GIS based assessment of hydrogen production potential from renewable energy: Liguria region (Italy) [Communication écrite]. 4th World Hydrogen Technology Convention (WHTC 2011), Glasgow, Scotland. Non disponible
Dagdougui, H., Minciardi, R., Ouammi, A., & Sacile, R. (avril 2011). Optimal control of a regional power microgrid network driven by wind and solar energy [Communication écrite]. IEEE International Systems Conference (SysCon 2011), Montréal, Québec (5 pages). Lien externe
Dagdougui, H., Ouammi, A., & Sacile, R. (avril 2011). Optimization and control of hydrogen and energy flows in a Green Hydrogen Refuelling Stations [Communication écrite]. IEEE International Systems Conference (SysCon 2011), Montréal, Québec (7 pages). Lien externe
Dagdougui, H., Ouammi, A., & Sacile, R. (2011). A regional decision support system for onsite renewable hydrogen production from solar and wind energy sources. International Journal of Hydrogen Energy, 36(22), 14324-14334. Lien externe
Dagdougui, H., Ouammi, A., Robba, M., & Sacile, R. (2011). Thermal analysis and performance optimization of a solar water heater flat plate collector: Application to Tétouan (Morocco). Renewable and Sustainable Energy Reviews, 15(1), 630-638. Lien externe
Dagdougui, H., Minciardi, R., Ouammi, A., Robba, M., & Sacile, R. (2010). A Dynamic Decision Model for the Real-Time Control of Hybrid Renewable Energy Production Systems. IEEE Systems Journal, 4(3), 323-333. Lien externe
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. Lien externe
Kiani, S., Sheshyekani, K., & Dagdougui, H. (2023). An Extended State Space Model for Aggregation of Large-scale EVs Considering Fast Charging. IEEE Transactions on Transportation Electrification, 9(1), 1238-1251. Lien externe
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. Lien externe
Kamrani, A. S., & Dagdougui, H. (août 2023). A Two-Stage Optimization Framework for Electric Vehicle Fleet Day-ahead Charging Management [Communication écrite]. 11th IEEE International Conference on Smart Energy Grid Engineering (SEGE 2023), Ottawa, ON, Canada. Lien externe
Kiani, S., Sheshyekani, K., & Dagdougui, H. (juin 2021). Real-time aggregation of large-scale EVs considering fast charging [Communication écrite]. IEEE Transportation Electrification Conference and Expo (ITEC 2021), Chicago, IL, USA (6 pages). Lien externe
Kiani, S., Sheshyekani, K., & Dagdougui, H. (2021). A unified state space model for aggregation and coordination of large-scale TCLs and EVs for frequency regulation. Electric Power Systems Research, 195, 9 pages. Lien externe
Kiani, S., Sheshyekani, K., & Dagdougui, H. (août 2020). State Space Model of Aggregated TCLs for Frequency Regulation with a Low Communication Requirement [Communication écrite]. 2020 IEEE Power and Energy Society General Meeting (PESGM 2020), Montréal, Qc, Canada (5 pages). Lien externe
Neal, C., Dagdougui, H., Lodi, A., & Fernandez, J. M. (janvier 2021). Reinforcement Learning Based Penetration Testing of a Microgrid Control Algorithm [Communication écrite]. 11th IEEE Annual Computing and Communication Workshop and Conference (CCWC 2021), Nevada, USA. Lien externe
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. Lien externe
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. Lien externe
Ouammi, A., Achour, Y., Zejli, D., & Dagdougui, H. (2020). Supervisory Model Predictive Control for Optimal Energy Management of Networked Smart Greenhouses Integrated Microgrid. IEEE Transactions on Automation Science and Engineering, 17(1), 117-128. Lien externe
Ouammi, A., Dagdougui, H., & Sacile, R. (2019). Optimal planning with technology selection for wind power plants in power distribution networks. IEEE Systems Journal, 13(3), 3059-3069. Lien externe
Ouammi, A., Dagdougui, H., Dessaint, L., & Sacile, R. (2015). Coordinated model predictive-based power flows control in a cooperative network of smart microgrids. IEEE Transactions on Smart Grid, 6(5), 2233-2244. Lien externe
Ouammi, A., Dagdougui, H., & Sacile, R. (2015). Optimal control of power flows and energy local storages in a network of microgrids modeled as a system of systems. IEEE Transactions on Control Systems Technology, 23(1), 128-138. Lien externe
Ouammi, A., Zejli, D., Dagdougui, H., & Sacile, R. (juillet 2012). Analysis of moroccan wind and solar potential using artificial neural network approach [Communication écrite]. 7th International Conference on System of Systems Engineering (SoSE 2012), Genova, Italy (5 pages). Lien externe
Ouammi, A., Zejli, D., Dagdougui, H., & Benchrifa, R. (2012). Artificial neural network analysis of Moroccan solar potential. Renewable and Sustainable Energy Reviews, 16(7), 4876-4889. Lien externe
Ouammi, A., Sacile, R., & Dagdougui, H. (2012). DSS for renewable and sustainable energy development: modeling, optimization, management & control. Non disponible
Ouammi, A., Dagdougui, H., & Sacile, R. (mars 2012). Short term forecast of wind power by an artificial neural network approach [Communication écrite]. IEEE International Systems Conference (SysCon 2012), Vancouver, BC (5 pages). Lien externe
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. Lien externe
Rezaei, E., Dagdougui, H., & Rezaei, M. (2022). Distributed Stochastic Model Predictive Control for Peak Load Limiting in Networked Microgrids with Building Thermal Dynamics. IEEE Transactions on Smart Grid, 13(3), 2038-2049. Lien externe
Rashidirad, N., Dagdougui, H., & Sheshyekani, K. (2022). A Novel Approach for Improved Linear Power-Flow Formulation. IEEE Transactions on Power Delivery, 37(6), 5224-5233. Lien externe
Renaud-Blondeau, P., Boisjoly, G., Dagdougui, H., & He, S. Y. (2022). Powering the transition: Public charging stations and electric vehicle adoption in Montreal, Canada. International Journal of Sustainable Transportation, 17(10), 1097-1112. Lien externe
Rashidirad, N., & Dagdougui, H. (octobre 2021). Distribution Factor Assessment for PEVs Charging Stations with V2G Capability in Power Systems [Communication écrite]. 47th Annual Conference of the IEEE Industrial Electronics Society (IECON 2021), Toronto, ON, Canada (5 pages). Lien externe
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. Lien externe
Rezaei, E., & Dagdougui, H. (août 2019). A Network of BIMGs Participating in Demand Response Using EVs and HVAC Units [Communication écrite]. 7th IEEE International Conference on Smart Energy Grid Engineering (SEGE 2019), Oshawa, ON, Canada. Lien externe
Taboga, V., & Dagdougui, H. (2024). A Distributed ADMM-Based Deep Learning Approach for Thermal Control in Multi-Zone Buildings Under Demand Response Events. IEEE Transactions on Automation Science and Engineering, 3435073 (15 pages). Lien externe
Taboga, V., Gehring, C., Le Cam, M., Dagdougui, H., & Bacon, P.-L. (2024). Neural differential equations for temperature control in buildings under demand response programs. Applied Energy, 368, 123433 (14 pages). Lien externe
Taboga, V., Bellahsen, A., & Dagdougui, H. (2022). An Enhanced Adaptivity of Reinforcement Learning-Based Temperature Control in Buildings Using Generalized Training. IEEE Transactions on Emerging Topics in Computational Intelligence, 6(2), 255-266. Lien externe
Taboga, V., Bellahsen, A., & Dagdougui, H. (août 2020). Deep reinforcement learning for peak load reduction in aggregated residential houses [Communication écrite]. 2020 IEEE Power and Energy Society General Meeting (PESGM 2020), Montréal, Qc, Canada (5 pages). Lien externe
Zejli, D., Ouammi, A., Sacile, R., Dagdougui, H., & Elmidaoui, A. (2011). An optimization model for a mechanical vapor compression desalination plant driven by a wind/PV hybrid system. Applied Energy, 88(11), 4042-4054. Lien externe
