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| 2021 | Decision support for the development, simulation and optimization of dynamic process models
Asprion, Norbert; Böttcher, Roger; Schwientek, Jan; Höller, Johannes; Schwartz, Patrick; Vanaret, Charlie; Bortz, Michael | Zeitschriftenaufsatz |
| 2021 | Model-Based Design of Experiments for High-Dimensional Inputs Supported by Machine-Learning Methods
Seufert, Philipp; Schwientek, Jan; Bortz, Michael | Zeitschriftenaufsatz |
| 2020 | CupNet - Pruning a network for geometric data
Heese, Raoul; Morand, Lukas; Helm, Dirk; Bortz, Michael | Preprint |
| 2020 | Machine Learning in Thermodynamics: Prediction of Activity Coefficients by Matrix Completion
Jirasek, Fabian; Alves, Rodrigo A.S.; Damay, Julie; Vandermeulen, Robert A.; Bamler, Robert; Bortz, Michael; Mandt, Stephan; Kloft, Marius; Hasse, Hans | Zeitschriftenaufsatz |
| 2020 | A novel approach for infeasible path optimization of distillation-based flowsheets
Seidel, Tobias; Hoffmann, Anna; Bortz, Michael; Scherrer, Alexander; Burger, Jakob; Asprion, Norbert; Küfer, Karl-Heinz; Hasse, Hans | Zeitschriftenaufsatz |
| 2020 | Optimal design of mini-plant experiments: How to estimate model parameters reliably?
Bortz, Michael; Schwientek, Jan; Seufert, Philipp; Vanaret, Charlie; Böttcher, Roger; Asprion, Norbert | Zeitschriftenaufsatz |
| 2020 | Shells within Minimum Enclosing Balls
Bauckhage, Christian; Bortz, Michael; Sifa, Rafet | Konferenzbeitrag |
| 2020 | Simulation and optimal control of the Williams-Otto process using Pyomo
Schmid, Jochen; Teichert, Katrin; Chioua, Moncef; Schindler, Thorsten; Bortz, Michael | Preprint |
| 2020 | Some Aspects of Combining Data and Models in Process Engineering
Heese, Raoul; Nies, Julia; Bortz, Michael | Zeitschriftenaufsatz |
| 2020 | A Two-Phase Approach for Model-Based Design of Experiments Applied in Chemical Engineering
Schwientek, Jan; Vanaret, Charlie; Höller, Johannes; Schwartz, Patrick; Seufert, Philipp; Asprion, Norbert; Böttcher, Roger; Bortz, Michael | Konferenzbeitrag |
| 2019 | Decision Support by Multicriteria Optimization in Chemical Production
Bortz, Michael; Küfer, Karl-Heinz | Konferenzbeitrag |
| 2019 | From Single Process Simulation and Optimization to Decision Making Based on a Multitude of Solutions
Asprion, Norbert; Böttcher, Roger; Höller, Johannes; Schwartz, Patrick; Schwientek, Jan; Bortz, Michael | Konferenzbeitrag |
| 2019 | Gray-box modeling for the optimization of chemical processes
Asprion, Norbert; Böttcher, Roger; Pack, Robert; Stavrou, Marina-Eleni; Höller, Johannes; Schwientek, Jan; Bortz, Michael | Zeitschriftenaufsatz |
| 2019 | Implementation and Application of Model-Based Design of Experiments in a Flowsheet Simulator
Asprion, Norbert; Böttcher, Roger; Mairhofer, Jonas; Yliruka, Maria; Höller, Johannes; Schwientek, Jan; Vanaret, Charlie; Bortz, Michael | Zeitschriftenaufsatz |
| 2019 | Increasing the Reliability of Parameter Estimates by Iterative Model-based Design of Experiments Using a Flowsheet-Simulator
Yliruka, Maria; Asprion, Norbert; Böttcher, Roger; Höller, Johannes; Schwartz, Patrick; Schwientek, Jan; Bortz, Michael | Konferenzbeitrag |
| 2019 | Machine Learning Supporting Experimental Design for Product Development in the Lab
Babutzka, Jens; Bortz, Michael; Dinges, Andreas; Foltin, Gregor; Hajnal, David; Schultze, Hergen; Weiss, Horst | Zeitschriftenaufsatz |
| 2019 | Optimized data exploration applied to the simulation of a chemical process
Heese, Raoul; Walczak, Michał; Seidel, Tobias; Asprion, Norbert; Bortz, Michael | Zeitschriftenaufsatz |
| 2019 | Parameter Estimation Strategies in Thermodynamics
Höller, Johannes; Bickert, Patricia; Schwartz, Patrick; Kurnatowski, Martin von; Kerber, Joachim; Künzle, Niklaus; Lorenz, Hilke-Marie; Asprion, Norbert; Blagov, Sergej; Bortz, Michael | Zeitschriftenaufsatz |
| 2019 | Pareto Optimization and Decision Making in Process Design
Bortz, Michael
: Hasse, H.; Biegler, L.T. | Dissertation |
| 2019 | Spontaneous parametric down-conversion of photons at 660 nm to the terahertz and sub-terahertz frequency range
Haase, Björn; Kutas, Mirco; Riexinger, Felix; Bickert, Patricia; Keil, Andreas; Molter, Daniel; Bortz, Michael; Freymann, Georg von | Zeitschriftenaufsatz |
| 2018 | Challenges in process optimization for new feedstocks and energy sources
Mitsos, Alexander; Asprion, Norbert; Floudas, Christodoulos A.; Bortz, Michael; Baldea, Michael; Bonvin, Dominique; Caspari, Adrian; Schäfer, Pascal | Zeitschriftenaufsatz |
| 2018 | Decision support for planning and operation of drinking water supply systems
Krieg, Helene; Nowak, Dimitri; Bortz, Michael; Knapp, Axel; Geil, Christian; Roclawski, Harald; Böhle, Martin | Zeitschriftenaufsatz |
| 2018 | Experimental design in a multicriteria optimization context: An adaptive scheme
Bortz, Michael; Höller, Johannes; Schwientek, Jan; Böttcher, Roger; Hirth, Oliver; Asprion, Norbert | Zeitschriftenaufsatz |
| 2018 | Flowsheet Simulation and Optimization Supported by Machine Learning Methods
Bortz, Michael; Heese, Raoul; Walczak, Michal; Asprion, Norbert; Gonzalez-Garay, Andres | Zeitschriftenaufsatz |
| 2018 | H2Opt - Eine Software zur Entscheidungsunterstützung für die Planung und den Betrieb von Trinkwasserversorgungsanlagen
Roclawski, Harald; Knapp, Axel; Geil, Christian; Böhle, Martin; Krieg, Helene; Nowak, Dimitri; Bortz, Michael; Hausen, Wolfgang; Württemberger, Hilmar; Jaubert, Silke; Mazur, Kasimir | Zeitschriftenaufsatz |
| 2018 | Model-based design of experiments using a flowsheet-simulator
Asprion, Norbert; Ritter, Juliane; Böttcher, Roger; Bortz, Michael | Konferenzbeitrag |
| 2018 | Multi-criteria optimization for parameterization of SAFT-type equations of state for water
Forte, Ester; Burger, Jakob; Langenbach, Kai; Hasse, Hans; Bortz, Michael | Zeitschriftenaufsatz |
| 2017 | Greybox models - new opportunities for the optimization of entire processes
Asprion, Norbertl; Böttcher, Rogerl; Pack, Robert; Stavrou, Marina-Eleni; Höller, Johannes; Schwientek, Jan; Bortz, Michael | Konferenzbeitrag |
| 2017 | Modelldurchgängigkeit in der Prozessindustrie am Beispiel virtueller Inbetriebnahme
Yakut, Nataliya; Krüning, Kai; Foltin, Gregor; Burger, Jakob; Krauss, Michael; Asprion, Norbert; Bortz, Michael; Roth, Matthias | Zeitschriftenaufsatz |
| 2017 | Multi-criteria optimization of an industrial world-scale process
Kurnatowski, Martin von; Bortz, Michael; Scherrer, Alexander; Hoffmann, Anna; Lorenz, Hilke-Marie; Caraucan, Miguel; Grützner, Thomas; Künzle, Nikolaus; Küfer, Karl-Heinz | Zeitschriftenaufsatz |
| 2017 | Optimal design of laboratory and pilot-plant experiments using multiobjective optimization
Forte, Ester; Harbou, Erik von; Burger, Jakob; Asprion, Norbert; Bortz, Michael | Zeitschriftenaufsatz |
| 2017 | Optimale Optimierung. Modellierung, Simulation und Optimierung von Prozessen
Bortz, Michael | Zeitschriftenaufsatz |
| 2017 | Quantitative kinetic analysis of a PdAu3 alloy catalyst for oxygen electro-reduction
Kurnatowski, Martin von; Bortz, Michael; Klein, Peter; Kintzel, Birgit; Cremers, Carsten | Zeitschriftenaufsatz |
| 2017 | Reactive distillation in a dividing-wall column: Model development, simulation and error analysis
Harbou, Erik von; Ryll, Oliver; Schrabback, M.; Bortz, Michael; Hasse, Hans | Zeitschriftenaufsatz |
| 2017 | Simple perturbation scheme to consider uncertainty in equations of state for the use in process simulation
Burger, Jakob; Asprion, Norbert; Blagov, Sergej; Bortz, Michael | Zeitschriftenaufsatz |
| 2017 | Stage-to-stage calculations of distillation columns by fixed-point iteration and application of the Banach fixed-point theorem
Hoffmann, Anna; Bortz, Michael; Welke, Richard; Burger, Jakob; Küfer, Karl-Heinz; Hasse, Hans | Zeitschriftenaufsatz |
| 2016 | Entscheidungsunterstützung für Planung und Betrieb von Trinkwasserversorgungsanlagen
Krieg, Helene; Nowak, Dimitri; Bortz, Michael; Knapp, Axel; Geil, Christian; Roclawski, Harald; Böhle, Martin | Zeitschriftenaufsatz |
| 2016 | Greybox-Modelle - Neue Möglichkeiten für die Optimierung von Gesamtverfahren
Asprion, Norbert; Böttcher, Roger; Pack, R.; Bortz, Michael; Schwientek, Jan; Höller, Johannes | Zeitschriftenaufsatz |
| 2016 | Multi-criteria optimization of equations-of-state models using water and PCP-SAFT as an example
Forte, Ester; Burger, Jakob; Langenbach, Kai; Bortz, Michael; Hasse, Hans | Zeitschriftenaufsatz |
| 2016 | A new scheme for process simulation by optimization: Distillation as an example
Hoffmann, Anna; Bortz, Michael; Burger, Jakob; Hasse, Hans; Küfer, Karl-Heinz | Konferenzbeitrag |
| 2016 | A pareto-based approach to optimal design of experiments
Bortz, Michael; Burger, Jakob; Forte, Ester; Harbou, Erik von; Asprion, Norbert; Hasse, Hans | Zeitschriftenaufsatz |
| 2016 | Von der Forschung in die Praxis: Wie können Wasserversorger Energie sparen?
Krieg, Helene; Nowak, Dimitri; Schroeder, Rasmus; Bortz, Michael; Knapp, Axel; Roclawski, Harald; Böhle, Martin | Zeitschriftenaufsatz |
| 2015 | Decision support by multicriteria optimization in process development: An integrated approach for robust planning and design of plant experiments
Bortz, Michael; Maag, Volker; Schwientek, Jan; Benfer, Regina; Böttcher, Roger; Burger, Jakob; Harbou, E. von; Asprion, N.; Küfer, K.-H.; Hasse, H. | Konferenzbeitrag |
| 2015 | Decision support for the design and operation of water supply systems
Nowak, Dimitri; Bortz, Michael; Roclawski, Harald | Zeitschriftenaufsatz |
| 2015 | INES - an interface between experiments and simulation to support the development of robust process design
Asprion, Norbert; Benfer, Regina; Blagov, Sergej; Böttcher, Roger; Bortz, Michael; Berezhnyi, Maksym; Burger, Jakob; Harbou, Erik von; Küfer, Karl-Heinz; Hasse, Hans | Zeitschriftenaufsatz |
| 2015 | Minimizing the impact of uncertain model parameters on process design
Bortz, Michael; Schwientek, Jan; Küfer, Karl-Heinz; Burger, Jakob; Harbou, Erik von; Hasse, Hans; Hirth, Oliver; Asprion, Norbert; Blagov, Sergej | Zeitschriftenaufsatz |
| 2015 | Short-Cut-Modelle für den konzeptionellen Entwurf von Trennverfahren - von den Grundlagen in die industrielle Praxis
Burger, Jakob; Hasse, Hans; Kaul, Martin; Deublein, Stephan; Rüther, Feely; Blagov, S.; Foltin, Gregor; Bortz, Michael; Küfer, Karl-Heinz | Zeitschriftenaufsatz |