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Hanane DagdouguiDepartment of Mathematics and Industrial Engineering
Profile in the Directory of Experts of Polytechnique Montréal
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Al-Sakkari, E. G., Ragab, A., Ali, M., Dagdougui, H., Boffito, D. C., & Amazouz, M. (2024, July). Learn-To-Design: Reinforcement Learning-Assisted Chemical Process Optimization [Paper]. Foundations of Computer Aided Process Design (FOCAPD 2024), Breckenridge, Colorado, USA. Published in Systems and Control Transactions, 3. External link
Abousaid, S., Benabbou, L., Dagdougui, H., Belhaj, I., Bouzekri, H., & Berrado, A. (2023, May). PV Power Forecasting Using Deep Learning and Physical Models: Case Study of Morocco [Paper]. International Conference on Electrical Systems & Automation, (ICESA 2023), Al Hoceïma, Morocco. Published in Advances in Science, Technology & Innovation/Advances in science, technology & innovation. External link
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). External link
Al-Sakkari, E. G., Ragab, A., Ali, M., Dagdougui, H., Boffito, D. C., & Amazouz, M. (2024, July). Learn-to-design : reinforcement learning-assisted chemical process optimization [Paper]. 10th International Conference on Foundations of Computer Aid Process Design (FOCAPD 2024), Breckenridge, Colorado, USA. Published in Systems & Control Transactions, 3. External link
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. External link
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. (Technical Report n° G-2023-56). External link
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. External link
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). External link
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. External link
Benbrahim, S., Benabbou, L., Dagdougui, H., Belhaj, I., Bouzekri, H., & Berrado, A. (2023, May). Deep Learning Approach for Solar Irradiance Forecasting: A Moroccan Case Study [Paper]. International Conference on Electrical Systems & Automation, (ICESA 2023), Al Hoceïma, Morocco. Published in Advances in Science, Technology & Innovation/Advances in science, technology & innovation. External link
Benbrahim, S., Benabbou, L., Dagdougui, H., Belhaj, I., Djdiaa, A., Bouzekri, H., & Berrado, A. (2023, November). Deep Learning Model for Multi-Step Ahead Prediction of Solar Irradiance: Case of Study of Morocco [Paper]. 14th International Conference on Intelligent Systems: Theories and Applications (SITA 2023), Casablanca, Morocco (8 pages). External link
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. External link
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. External link
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. External link
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. Available
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. External link
Chafiq, M., Benabbou, L., Dagdougui, H., Belhaj, I., Djdiaa, A., Bouzekri, H., & Berrado, A. (2024, July). An Analytic Hierarchy Process based approach for assessing the performance of photovoltaic solar power plants [Paper]. 12th IFAC Symposium on Control of Power and Energy Systems (CPES 2024), Rabat, Morocco. Published in IFAC PapersOnline, 58(13). External link
Chafiq, M., Benabbou, L., Dagdougui, H., Belhaj, I., Djdiaa, A., Bouzekri, H., & Berrado, A. (2024, May). Towards a framework selection for assessing the performance of photovoltaic solar power plants: criteria determination [Paper]. 4th International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET 2024), Fez, Morocco (11 pages). External link
Chiguer, S., Benabbou, L., Dagdougui, H., Belhaj, I., Djdiaa, A., Bouzekri, H., & Berrado, A. (2023, November). Towards an Effective Electrical Market Design: Identifying and Defining Key Criteria for Decision-Making [Paper]. 14th International Conference on Intelligent Systems: Theories and Applications (SITA 2023), Casablanca, Morocco (6 pages). External link
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. External link
Dagdougui, H., Sacile, R., Bersani, C., & Ouammi, A. (2018). Deployment of a Hydrogen Supply Chain. In Hydrogen Infrastructure for Energy Applications (pp. 53-93). External link
Dagdougui, H., Sacile, R., Bersani, C., & Ouammi, A. (2018). Hydrogen infrastructure for energy applications: production, storage, distribution and safety. External link
Dagdougui, H., Sacile, R., Bersani, C., & Ouammi, A. (2018). Network Planning of Hydrogen Supply Chain. In Hydrogen Infrastructure for Energy Applications (pp. 95-125). External link
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. External link
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. External link
Dagdougui, H., Dessaint, L., Gagnon, G., & Al-Haddad, K. (2016, July). Modeling and optimal operation of a university campus microgrid [Paper]. IEEE Power and Energy Society General Meeting (PESGM 2016), Boston, MA (5 pages). External link
Dagdougui, H., Mary, N., Beraud-Sudreau, A., & Dessaint, L. (2016, August). Power management strategy for sizing battery system for peak load limiting in a university campus [Paper]. 4th IEEE International Conference on Smart Energy Grid Engineering (SEGE 2016), Oshawa, ON. External link
Dagdougui, H., Ouammi, A., & Sacile, R. (2016). Towards a concept of cooperating power network for energy management and control of microgrids. In Mahmoud, M. S. (ed.), Microgrid: advanced control methods and renewable energy system integration (pp. 231-262). External link
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. External link
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. External link
Dagdougui, H., Ouammi, A., & Sacile, R. (2014, March). Distributed optimal control of a network of virtual power plants with dynamic price mechanism [Paper]. 8th IEEE International Systems Conference (SysCon 2014), Ottawa, ON (6 pages). External link
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. External link
Dagdougui, H., Dessaint, L., & Ouammi, A. (2014, July). Optimal power exchanges in an interconnected power microgrids based on model predictive control [Paper]. IEEE Power and Energy Society General Meeting (PES General Meeting 2014), National Harbor, MD (5 pages). External link
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. External link
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. External link
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. External link
Dagdougui, H., Ouammi, A., & Sacile, R. (2012, March). Optimal control strategy for the wind power exchanges in a network of microgrids [Paper]. 7th International Conference on System of Systems Engineering (SoSE 2012), Genova, Italy (6 pages). External link
Dagdougui, H., Ouammi, A., Garbolino, E., & Sacile, R. (2012, March). A regional decision support system for locating future hydrogen refueling stations [Paper]. IEEE International Systems Conference (SysCon 2012), Vancouver, BC, Canada (6 pages). External link
Dagdougui, H., Ouammi, A., & Sacile, R. (2011, September). GIS based assessment of hydrogen production potential from renewable energy: Liguria region (Italy) [Paper]. 4th World Hydrogen Technology Convention (WHTC 2011), Glasgow, Scotland. Unavailable
Dagdougui, H., Minciardi, R., Ouammi, A., & Sacile, R. (2011, April). Optimal control of a regional power microgrid network driven by wind and solar energy [Paper]. IEEE International Systems Conference (SysCon 2011), Montréal, Québec (5 pages). External link
Dagdougui, H., Ouammi, A., & Sacile, R. (2011, April). Optimization and control of hydrogen and energy flows in a Green Hydrogen Refuelling Stations [Paper]. IEEE International Systems Conference (SysCon 2011), Montréal, Québec (7 pages). External link
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. External link
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. External link
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. External link
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. External link
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. External link
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. External link
Kamrani, A. S., & Dagdougui, H. (2023, August). A Two-Stage Optimization Framework for Electric Vehicle Fleet Day-ahead Charging Management [Paper]. 11th IEEE International Conference on Smart Energy Grid Engineering (SEGE 2023), Ottawa, ON, Canada. External link
Kiani, S., Sheshyekani, K., & Dagdougui, H. (2021, June). Real-time aggregation of large-scale EVs considering fast charging [Paper]. IEEE Transportation Electrification Conference and Expo (ITEC 2021), Chicago, IL, USA (6 pages). External link
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. External link
Kiani, S., Sheshyekani, K., & Dagdougui, H. (2020, August). State Space Model of Aggregated TCLs for Frequency Regulation with a Low Communication Requirement [Paper]. 2020 IEEE Power and Energy Society General Meeting (PESGM 2020), Montréal, Qc, Canada (5 pages). External link
Neal, C., Dagdougui, H., Lodi, A., & Fernandez, J. M. (2021, January). Reinforcement Learning Based Penetration Testing of a Microgrid Control Algorithm [Paper]. 11th IEEE Annual Computing and Communication Workshop and Conference (CCWC 2021), Nevada, USA. External link
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. External link
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. External link
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. External link
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. External link
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. External link
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. External link
Ouammi, A., Zejli, D., Dagdougui, H., & Sacile, R. (2012, July). Analysis of moroccan wind and solar potential using artificial neural network approach [Paper]. 7th International Conference on System of Systems Engineering (SoSE 2012), Genova, Italy (5 pages). External link
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. External link
Ouammi, A., Sacile, R., & Dagdougui, H. (2012). DSS for renewable and sustainable energy development: modeling, optimization, management & control. Unavailable
Ouammi, A., Dagdougui, H., & Sacile, R. (2012, March). Short term forecast of wind power by an artificial neural network approach [Paper]. IEEE International Systems Conference (SysCon 2012), Vancouver, BC (5 pages). External link
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. External link
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. External link
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. External link
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. External link
Rashidirad, N., & Dagdougui, H. (2021, October). Distribution Factor Assessment for PEVs Charging Stations with V2G Capability in Power Systems [Paper]. 47th Annual Conference of the IEEE Industrial Electronics Society (IECON 2021), Toronto, ON, Canada (5 pages). External link
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. External link
Rezaei, E., & Dagdougui, H. (2019, August). A Network of BIMGs Participating in Demand Response Using EVs and HVAC Units [Paper]. 7th IEEE International Conference on Smart Energy Grid Engineering (SEGE 2019), Oshawa, ON, Canada. External link
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). External link
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). External link
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. External link
Taboga, V., Bellahsen, A., & Dagdougui, H. (2020, August). Deep reinforcement learning for peak load reduction in aggregated residential houses [Paper]. 2020 IEEE Power and Energy Society General Meeting (PESGM 2020), Montréal, Qc, Canada (5 pages). External link
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. External link
