Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
2020CupNet - Pruning a network for geometric data
Heese, Raoul; Morand, Lukas; Helm, Dirk; Bortz, Michael
Bericht
2020Machine 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
2020A 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
2020Simulation and optimal control of the Williams-Otto process using Pyomo
Schmid, Jochen; Teichert, Katrin; Chioua, Moncef; Schindler, Thorsten; Bortz, Michael
Bericht
2020Some Aspects of Combining Data and Models in Process Engineering
Heese, Raoul; Nies, Julia; Bortz, Michael
Zeitschriftenaufsatz
2019Decision Support by Multicriteria Optimization in Chemical Production
Bortz, Michael; Küfer, Karl-Heinz
Konferenzbeitrag
2019From 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
2019Gray-box modeling for the optimization of chemical processes
Asprion, Norbert; Böttcher, Roger; Pack, Robert; Stavrou, Marina-Eleni; Höller, Johannes; Schwientek, Jan; Bortz, Michael
Zeitschriftenaufsatz
2019Implementation 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
2019Increasing 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
2019Machine 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
2019Optimized data exploration applied to the simulation of a chemical process
Heese, Raoul; Walczak, Michał; Seidel, Tobias; Asprion, Norbert; Bortz, Michael
Zeitschriftenaufsatz
2019Parameter 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
2019Pareto Optimization and Decision Making in Process Design
Bortz, Michael
: Hasse, H.; Biegler, L.T.
Dissertation
2019Spontaneous 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
2018Challenges 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
2018Decision 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
2018Experimental design in a multicriteria optimization context: An adaptive scheme
Bortz, Michael; Höller, Johannes; Schwientek, Jan; Böttcher, Roger; Hirth, Oliver; Asprion, Norbert
Zeitschriftenaufsatz
2018Flowsheet Simulation and Optimization Supported by Machine Learning Methods
Bortz, Michael; Heese, Raoul; Walczak, Michal; Asprion, Norbert; Gonzalez-Garay, Andres
Abstract
2018H2Opt - 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
2018Model-based design of experiments using a flowsheet-simulator
Asprion, Norbert; Ritter, Juliane; Böttcher, Roger; Bortz, Michael
Konferenzbeitrag
2018Multi-criteria optimization for parameterization of SAFT-type equations of state for water
Forte, Ester; Burger, Jakob; Langenbach, Kai; Hasse, Hans; Bortz, Michael
Zeitschriftenaufsatz
2017Greybox 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
2017Modelldurchgängigkeit in der Prozessindustrie am Beispiel virtueller Inbetriebnahme
Yakut, Nataliya; Krüning, Kai; Foltin, Gregor; Burger, Jakob; Krauss, Michael; Asprion, Norbert; Bortz, Michael; Roth, Matthias
Zeitschriftenaufsatz
2017Multi-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
2017Optimal design of laboratory and pilot-plant experiments using multiobjective optimization
Forte, Ester; Harbou, Erik von; Burger, Jakob; Asprion, Norbert; Bortz, Michael
Zeitschriftenaufsatz
2017Optimale Optimierung. Modellierung, Simulation und Optimierung von Prozessen
Bortz, Michael
Elektronische Publikation
2017Quantitative kinetic analysis of a PdAu3 alloy catalyst for oxygen electro-reduction
Kurnatowski, Martin von; Bortz, Michael; Klein, Peter; Kintzel, Birgit; Cremers, Carsten
Zeitschriftenaufsatz
2017Reactive distillation in a dividing-wall column: Model development, simulation and error analysis
Harbou, Erik von; Ryll, Oliver; Schrabback, M.; Bortz, Michael; Hasse, Hans
Zeitschriftenaufsatz
2017Simple perturbation scheme to consider uncertainty in equations of state for the use in process simulation
Burger, Jakob; Asprion, Norbert; Blagov, Sergej; Bortz, Michael
Zeitschriftenaufsatz
2017Stage-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
2016Entscheidungsunterstützung für Planung und Betrieb von Trinkwasserversorgungsanlagen
Krieg, Helene; Nowak, Dimitri; Bortz, Michael; Knapp, Axel; Geil, Christian; Roclawski, Harald; Böhle, Martin
Zeitschriftenaufsatz
2016Greybox-Modelle - Neue Möglichkeiten für die Optimierung von Gesamtverfahren
Asprion, Norbert; Böttcher, Roger; Pack, R.; Bortz, Michael; Schwientek, Jan; Höller, Johannes
Zeitschriftenaufsatz, Konferenzbeitrag
2016Multi-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, Konferenzbeitrag
2016A new scheme for process simulation by optimization: Distillation as an example
Hoffmann, Anna; Bortz, Michael; Burger, Jakob; Hasse, Hans; Küfer, Karl-Heinz
Konferenzbeitrag
2016A pareto-based approach to optimal design of experiments
Bortz, Michael; Burger, Jakob; Forte, Ester; Harbou, Erik von; Asprion, Norbert; Hasse, Hans
Zeitschriftenaufsatz, Konferenzbeitrag
2016Von 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
2015Decision 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
2015Decision support for the design and operation of water supply systems
Nowak, Dimitri; Bortz, Michael; Roclawski, Harald
Zeitschriftenaufsatz, Konferenzbeitrag
2015INES - 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
2015Minimizing 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
2015Short-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