Veröffentlichungen / Publications

• Benrabia, I.; Söffker, D.: Building Energy Management System Using RB-NMPC: Modeling, validation, and test methods. IEEE GPECOM 2025: 7th Global Power, Energy and Communication Conference, Bochum, Germany, 2025.
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• Benrabia, I.; Söffker,D.: Physics-Informed Deep Learning and Rule-Based adjustment PIDL-RB for online Building Energy Management System: A Comparative Study. 2025 IEEE PES 17th Asia-Pacific Power and Energy Engineering Conference (APPEEC), Auckland, New Zealand, December, 2-5, 2025, submitted.
• Benrabia, I.; Söffker, D.: Energy management of residential buildings based on MPC across varied prediction horizons, price models, and storage configurations. IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids, Oslo, Norway, September 17-20, 2024.
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• Benrabia, I.; Söffker, D.: Modeling and evaluation of forecasting models for energy production in wind and photovoltaic systems. Energies, 2024.
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• Benrabia, I.; Söffker, D.: Modeling and evaluation of dynamical properties of different energy storage systems using machine learning methods. IEEE Vehicle Power and Propulsion (VPPC), Milan, Italy, October 24-27, 2023, pp. 1-6.
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• Benrabia, I.; Moulik, B.; Söffker,D.: Role of energy management systems (EMS) in the development of Eco-cities: a system-oriented review introducing an agent perspective. Wissenschaftsforum Mobilität 2022, Duisburg, 2022.
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