24-hours demand forecasting based on SARIMA and support vector machines M Braun, T Bernard, O Piller, F Sedehizade Procedia Engineering 89, 926-933, 2014 | 41 | 2014 |
Kinetic modeling of rhamnolipid production by Pseudomonas aeruginosa PAO1 including cell density-dependent regulation M Henkel, A Schmidberger, M Vogelbacher, C Kühnert, J Beuker, ... Applied microbiology and biotechnology 98, 7013-7025, 2014 | 34 | 2014 |
Kinetic modeling of the time course of N-butyryl-homoserine lactone concentration during batch cultivations of Pseudomonas aeruginosa PAO1 M Henkel, A Schmidberger, C Kühnert, J Beuker, T Bernard, T Schwartz, ... Applied microbiology and biotechnology 97, 7607-7616, 2013 | 29 | 2013 |
Ein Beitrag zur gewichteten multikriteriellen Optimierung von Heizungs-und Lüftungsregelkreisen auf Grundlage des Fuzzy Decision Making T Bernard | 28 | 2000 |
Nonlinear model predictive control of a glass forming process based on a finite element model T Bernard, EE Moghaddam 2006 IEEE Conference on Computer Aided Control System Design, 2006 IEEE …, 2006 | 23 | 2006 |
Integrating nowcasting with crisis management and risk prevention in a transnational and interdisciplinary framework Y Wang, I Meirold-Mautner, A Kann, A Sajn Slak, A Simon, J Vivoda, ... | 22 | 2017 |
Water quality supervision of distribution networks based on machine learning algorithms and operator feedback C Kühnert, T Bernard, IM Arango, R Nitsche Procedia Engineering 89, 189-196, 2014 | 18 | 2014 |
Model based investigation of transport phenomena in water distribution networks for contamination scenarios M Braun, T Bernard, H Ung, O Piller, D Gilbert Procedia Engineering 70, 191-200, 2014 | 17 | 2014 |
Computational fluid dynamics modeling of contaminant mixing at junctions for an online security management toolkit in water distribution networks M Braun, T Bernard, H Ung, O Piller, D Gilbert Journal of Water Supply: Research and Technology—AQUA 64 (5), 504-515, 2015 | 15 | 2015 |
A new fuzzy-based multi-objective optimization concept for process control systems T Bernard, M Sajidman, HB Kuntze International Conference on Computational Intelligence, 653-670, 2001 | 10 | 2001 |
Cloud-based event detection platform for water distribution networks using machine-learning algorithms C Kühnert, M Baruthio, T Bernard, C Steinmetz, JM Weber Procedia Engineering 119, 901-907, 2015 | 8 | 2015 |
ELDEWAS-Online early warning system for landslide detection by means of dynamic weather nowcasts and knowledge based assessment O Krol, T Bernard | 8 | 2012 |
Causal structure learning in process engineering using Bayes Nets and soft interventions C Kuehnert, T Bernard, C Frey 2011 9th IEEE International Conference on Industrial Informatics, 69-74, 2011 | 8 | 2011 |
Entscheidungsunterstützung im Produktionsumfeld mit Data-Mining-Werkzeugen HB Kuntze, T Bernard, G Bonn, CW Frey | 8 | 2008 |
Extraction of optimal control patterns in industrial batch processes based on Support Vector Machines C Kuhnert, T Bernard 2009 IEEE Control Applications,(CCA) & Intelligent Control,(ISIC), 481-486, 2009 | 7 | 2009 |
Model Predictive Control of a complex rheological forming Process based on a Finite Element Model T Bernard, IH Blanco, M Peters FEMLAB Conference, 2005 | 7 | 2005 |
Optimal Management of Regional Water Supply Systems Using a Reduced Finite-Element Groundwater Model Optimierte Bewirtschaftung von regionalen Wasserversorgungssystemen unter … T Bernard, O Krol, H Linke, T Rauschenbach at-Automatisierungstechnik 57 (12), 593-600, 2009 | 6 | 2009 |
A Concept for the long term Optimization of regional Water Supply Systems using a reduced Finite Element Groundwater Model T Bernard, H Linke, O Krol | 6 | 2007 |
Web-based machine learning platform for condition-monitoring T Bernard, C Kühnert, E Campbell Machine Learning for Cyber Physical Systems: Selected papers from the …, 2019 | 5 | 2019 |
SMaRT-OnlineWDN: Online Security Management and Reliability Toolkit for Water Distribution Networks O Piller, D Gilbert, F Sedehizade, P Mandel, AC Sandraz, C Werey, ... WISG 2015, Workshop interdisciplinaire de la Sécurité Globale, 7 p., 2015 | 5 | 2015 |