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Reducing Conservatism in Robust Data-Driven MPC via the S-Variable Method and Time-varying Lyapunov Functions2025 Proceedings of the IEEE Conference on Decision & Control, including the Symposium on Adaptive Processes conference-paper Engineering Advanced Control Systems Optimization
Hoang Hai Nguyen, Dennis Gramlich, Christian Ebenbauer, Rolf Findeisen
0citations -
Data-driven approach on estimating the minimum required supply temperature for building heating systems: method development, extended application evaluation and sensitivity analysis2025 Journal of Building Performance Simulation article Engineering Building Energy and Comfort Optimization
Sascha Johnen, Philipp Althaus, Jan Stock, André Xhonneux, Dirk Müller
1citations -
Data-Driven Line Parameter Estimation for Unknown Customer Order considering Customer Connection Lines2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe) conference-paper Engineering Power System Optimization and Stability
Nina Štumberger, Franziska Tischbein, Andreas Bong, Andreas Ulbig
0citations -
A Data-Driven Framework for Anomaly Detection in Industrial Systems Using Log Data2025 Proceedings of the Annual Conference of the IEEE Industrial Electronics Society conference-paper Computer Science Software System Performance and Reliability
Merle Hewing, Yuanchen Zhao, Manuel Vossel, Paul Nieschler, Tobias Kleinert
0citations -
A Data-Driven Approach to Link GC-MS and LC-MS with Sensory Attributes of Chicken Bouillon with Added Yeast-Derived Flavor Products in a Combined Prediction Model2025 Metabolites article Agricultural and Biological Sciences Sensory Analysis and Statistical Methods Open access
Simon Leygeber, Carmen Díez-Simón, Justus L. Großmann, Anne-Charlotte Dubbelman, Amy C. Harms, Johan A. Westerhuis, +10 more
3citations -
A data-driven EIS approach for developing PEM fuel cell operation maps: A pathway towards applying neural networks2025 International Journal of Hydrogen Energy article Engineering Fuel Cells and Related Materials Open access
Oliver Schopen, Leon Bellinghausen, Thomas Esch, Bahman Shabani
6citations -
POS1131 Prediction Models for Rheumatic Diseases: From Clinical Simplicity to Data-Driven Complexity with Patient-reported Symptoms for an Online Symptom Checker2025 Annals of the Rheumatic Diseases conference-abstract Health Professions Artificial Intelligence in Healthcare Open access
F. Zegers, Ling Qin, D. Selani, Erik B. van den Akker, Ewout Willem Steyerberg, Rachel Knevel, +1 more
0citations