Considering multiple objectives in model predictive control for building energy systems
Herrmann-Wicklmayr M, Wietzke T, Graichen K, Flaßkamp K (2025)
Publication Language: English
Publication Type: Conference contribution, Conference Contribution
Publication year: 2025
Publisher: Institute of Electrical and Electronics Engineers Inc.
Pages Range: 502-507
Conference Proceedings Title: Proceedings 33rd Mediterranean Conference on Control and Automation (MED 2025)
Event location: Tangier, Morocco
ISBN: 979-8-3315-7719-3
URI: https://ieeexplore.ieee.org/document/11073406
DOI: 10.1109/MED64031.2025.11073406
Abstract
Building energy systems pose challenging control tasks when aiming for energy efficient though thermally comfortable control of heating, cooling, and ventilation. Rule based controllers can be easily outperformed by taking system predictions and weather forecasts into account. For model predictive control (MPC), the choice of the cost function is crucial. Here, we show a multi-objective MPC case study and present automated decision making approaches. This reveals the trade-off between cost functions and underlines their importance in MPC control design for building energy systems.
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Involved external institutions
Germany (DE)How to cite
APA:
Herrmann-Wicklmayr, M., Wietzke, T., Graichen, K., & Flaßkamp, K. (2025). Considering multiple objectives in model predictive control for building energy systems. In Abdel Aitouche, Driss Mehdi, Dhaker Abnes, Lounis Adouane, Smail Bachir, Michel Basset, Juri Belikov, Abdellah Benzaouia, Manuel Berenguel, Nicola Bezzo, Luigi Biagiotti, Marcello Bonfe, Jerome Bosche, Mahd Boukerdja, Raffaele Carli, Alessandro Casavola, Graziana Cavone, Mohamed Chaabane, Michelle Chong, Vincent Cocquempot, Giacomo Como, Egidio D'Amato, Vittorio De Iuliis, Kyriakos Deliparaschos, Jean-Yves Dieulot, Lefteris Doitsidis, Mariagrazia Dotoli, Tolga Eren, Simon G. Fabri, Adriano Fagiolini, Mondher Farza, Antoine Ferreira, Giancarlo Fortino, Alessandro Freddi, Sergio Galeani, Hamd Gassara, Malek Ghanes, Laura Giarre', Jorge M Goncalves, Meriem Hayani Mechkouri, Loretta Ichim, Eric Joubert, Elkhatib Kamal, Mustafa Khammash, Maher Kharratt, Abdessamad Kobi, Olena Kuzmych, Kostas J Kyriakopoulos, Samir Ladaci, Othman Lakhal, Taous-Meriem Laleg, Minas Liarokapis, Julien Marzat, Kamal Medjaher, Paolo Mercorelli, Andrea Monteriu, Hassan Noura, Severus Constantin Olteanu, Rodolfo Orjuela, Zalman J. Palmor, Evangelos Papadopoulos, Nikos Papanikolopoulos, Dan Popescu, Maria Prandini, Vicenc Puig, Rabhi Abdelhamid, Vasso Reppa, Joachim Rudolph, Antonio Sala, Paolo Scarabaggio, David Scaradozzi, Luca Schenato, Horst Schulte, Olivie Sename, Jinjun Shan, Giuseppe Silano, Margareta Stefanovic, Florin Stoican, Fernando Tadeo, Davide Tebaldi, Didier Theilliol, Lizeth Torres, Costas Tzafestas, Damiano Varagnolo, Christos Verginis, Antonio Visioli, Haoping Wang, Marcin Witczak, Xiang Yu, Michel Zasadzinski, Elena Zattoni, Youmin Zhang, Argyrios Zolotas (Eds.), Proceedings 33rd Mediterranean Conference on Control and Automation (MED 2025) (pp. 502-507). Tangier, Morocco, MA: Institute of Electrical and Electronics Engineers Inc..
MLA:
Herrmann-Wicklmayr, Markus, et al. "Considering multiple objectives in model predictive control for building energy systems." Proceedings of the 33rd Mediterranean Conference on Control and Automation (MED 2025), Tangier, Morocco Ed. Abdel Aitouche, Driss Mehdi, Dhaker Abnes, Lounis Adouane, Smail Bachir, Michel Basset, Juri Belikov, Abdellah Benzaouia, Manuel Berenguel, Nicola Bezzo, Luigi Biagiotti, Marcello Bonfe, Jerome Bosche, Mahd Boukerdja, Raffaele Carli, Alessandro Casavola, Graziana Cavone, Mohamed Chaabane, Michelle Chong, Vincent Cocquempot, Giacomo Como, Egidio D'Amato, Vittorio De Iuliis, Kyriakos Deliparaschos, Jean-Yves Dieulot, Lefteris Doitsidis, Mariagrazia Dotoli, Tolga Eren, Simon G. Fabri, Adriano Fagiolini, Mondher Farza, Antoine Ferreira, Giancarlo Fortino, Alessandro Freddi, Sergio Galeani, Hamd Gassara, Malek Ghanes, Laura Giarre', Jorge M Goncalves, Meriem Hayani Mechkouri, Loretta Ichim, Eric Joubert, Elkhatib Kamal, Mustafa Khammash, Maher Kharratt, Abdessamad Kobi, Olena Kuzmych, Kostas J Kyriakopoulos, Samir Ladaci, Othman Lakhal, Taous-Meriem Laleg, Minas Liarokapis, Julien Marzat, Kamal Medjaher, Paolo Mercorelli, Andrea Monteriu, Hassan Noura, Severus Constantin Olteanu, Rodolfo Orjuela, Zalman J. Palmor, Evangelos Papadopoulos, Nikos Papanikolopoulos, Dan Popescu, Maria Prandini, Vicenc Puig, Rabhi Abdelhamid, Vasso Reppa, Joachim Rudolph, Antonio Sala, Paolo Scarabaggio, David Scaradozzi, Luca Schenato, Horst Schulte, Olivie Sename, Jinjun Shan, Giuseppe Silano, Margareta Stefanovic, Florin Stoican, Fernando Tadeo, Davide Tebaldi, Didier Theilliol, Lizeth Torres, Costas Tzafestas, Damiano Varagnolo, Christos Verginis, Antonio Visioli, Haoping Wang, Marcin Witczak, Xiang Yu, Michel Zasadzinski, Elena Zattoni, Youmin Zhang, Argyrios Zolotas, Institute of Electrical and Electronics Engineers Inc., 2025. 502-507.
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