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Optimizing parameter estimation for electrochemical battery model: A comparative analysis of operating profiles on computational efficiency and accuracy2025 Journal of Power Sources article Engineering Advanced Battery Technologies Research Open access
Feng Guo, Luis D. Couto, Khiem Trad, Grietus Mulder, Keivan Haghverdi, Guillaume Thenaisie
3citations -
Applying Machine Learning to Automate Calibration for Model Predictive Control of Building Energy Systems2020 Building Simulation Conference proceedings conference-paper Engineering Building Energy and Comfort Optimization Open access
Thomas Storek, Asad Esmailzadeh, Phlipp Mehrfeld, Markus Schumacher, Marc Baranski, Dirk Müller
3citations -
Impact of model parametrization and formulation on the explorative power of electricity network congestion management models - Insights from a grid model comparison experiment2022 Renewable and Sustainable Energy Reviews article Engineering Electric Power System Optimization Open access
Hannes Hobbie, Jonas Mehlem, Christina Wolff, Lukas Weber, Franziska Flachsbarth, Dominik Möst, +1 more
31citations -
Model compendium, data, and optimization benchmarks for sector-coupled energy systems2020 Computers & Chemical Engineering article Engineering Integrated Energy Systems Optimization Open access
Susanne Saß, Timm Faulwasser, Dinah Elena Hollermann, Chrysoula Dimitra Kappatou, Dominique Sauer, David Yang Shu, +5 more
38citations -
Lessons Learned from a Field Study on Deep-Learning-Based Model Predictive Control for Optimizing the Operation of Façade Ventilation Units2025 Building Simulation Conference proceedings conference-paper Engineering Building Energy and Comfort Optimization Open access
Clara-Larissa Lorenz, Oliver Abele, Jérôme Frisch, Christoph van Treeck
0citations