Dynamik und Betrieb technischer Anlagen

Dr. Erik Esche

Sekretariat KWT 9
Gebäude KWT-A
Raum KWT-A 108
Sprechstundedonnerstags, 8-10 Uhr, online - Link auf Nachfrage

Forschung

Nach meiner Promotion zur gemischtganzzahligen Optimierung unter Unsicherheiten habe ich meinen Schwerpunkt stärker auf die Dynamik ausgerichtet. Hierbei interessiert mich der gesamte Bereich von der dynamischen Modellierung über die Quantifizierung von Unsicherheiten bis hin zur realen Echtzeitanwendung an verfahrenstechnischen Anlagen.

Weitere Forschungsinteressen:

  • Optimaler und optimierender Betrieb verfahrenstechnischer Anlagen

  • Entwicklung und Anwendung von Methoden der Versuchsplanung und Paramterschätzung

  • Zustandsschätzung in Systemen mit stark verschiedenen Messfrequenzen

  • Modellierungsstrategien für die dynamische Optimierung

  • Optimierung unter Unsicherheiten mit Hilfe von Wahrscheinlichkeitsrestriktionen

  • Optimale Synthese verfahrenstechnischer Anlagen, auch unter Berücksichtigung von Dynamik

  • Einsatz von Methoden des maschinellen Lernens in der Verfahrenstechnik

  • Datenmodelle zur Verknüpfung verfahrenstechnischer Informationen

Verantwortlich für das Forschungscluster MPDO sowie stellvertretend für MD

Forschungsprojekte

Publikationen

2022

Esche, Erik; Weigert, Joris; Brand Rihm, Gerardo; Göbel, Jan; Repke, Jens-Uwe
Architectures for neural networks as surrogates for dynamic systems in chemical engineering
Chemical Engineering Research and Design, 177 :184–199
2022
ISSN: 0263-8762
Esche, Erik; Talis, Torben; Weigert, Joris; Brand Rihm, Gerardo; You, Byungjun; Hoffmann, Christian; Repke, Jens-Uwe
Semi-supervised Learning for Data-driven Soft-sensing of Biological and Chemical Processes
Chemical Engineering Science, 251 :117459
2022
ISSN: 0009-2509
Krone, David; Esche, Erik; Asprion, Norbert; Skiborowski, Mirko; Repke, Jens-Uwe
Enabling optimization of complex distillation configurations in GAMS with CAPE-OPEN thermodynamic models
Computers & Chemical Engineering, 157 :107626
2022
ISSN: 0098-1354
Illner, Markus; Kozachynskyi, Volodymyr; Esche, Erik; Repke, Jens-Uwe
Fast-track realization of reactive microemulsion systems – Systematic system analysis and tailored application of PSE methods
Chemical Engineering Science, 252 :117290
2022
ISSN: 0009-2509

2021

Hoffmann, Christian; Hübner, Jessica; Klaucke, Franziska; Milojević, Natavsa; Müller, Robert; Neumann, Maximilian; Weigert, Joris; Esche, Erik; Hofmann, Mathias; Repke, Jens–Uwe; Schomäcker, Reinhard; Strasser, Peter; Tsatsaronis, George
Assessing the Realizable Flexibility Potential of Electrochemical Processes
Industrial & Engineering Chemistry Research, 60 (37) :13637–13660
2021
ISSN: 0888-5885
Bublitz, Saskia; Esche, Erik; Repke, Jens–Uwe
Automatic initial value generation with interval arithmetic for nonlinear process models
Computers & Chemical Engineering, 151 :107342
2021
ISSN: 0098-1354
Penteado, Alberto Teixeira; Lovato, Giovanna; Perez Ortiz, Abigail; Esche, Erik; Domingues Rodrigues, José Alberto; Godini, Hamid Reza; Orjuela, Álvaro; Guvsvca, Jūlija; Repke, Jens–Uwe
Economic Potential of Bio-Ethylene Production via Oxidative Coupling of Methane in Biogas from Anaerobic Digestion of Industrial Effluents
Processes, 9 (9) :1613
2021
Obermeier, Andreas; Windmeier, Christoph; Esche, Erik; Repke, Jens–Uwe
Embedding of temperature-dependent plant model into time-discrete scheduling formulation
Chemical Engineering Science, 235 :116444
2021
ISSN: 0009-2509
Obermeier, Andreas; Vollmer, Nikolaus; Windmeier, Christoph; Esche, Erik; Repke, Jens–Uwe
Generation of linear-based surrogate models from non-linear functional relationships for use in scheduling formulation
Computers & Chemical Engineering, 146 :107203
2021
ISSN: 0098-1354
You, Byungjun; Esche, Erik; Repke, Jens–Uwe
Joint Chance Constraint Approach based on Data-Driven Models for Optimization Under Uncertainty applied to the Williams-Otto Process
In Türkay, Metin and Gani, Rafiqul, Editor, 31th European Symposium on Computer Aided Process Engineering aus Computer Aided Chemical Engineering
Seite 523–528
Herausgeber: Elsevier
2021
523–528
ISBN
978-0-323-88506-5
Schweidtmann, Artur M.; Esche, Erik; Fischer, Asja; Kloft, Marius; Repke, Jens–Uwe; Sager, Sebastian; Mitsos, Alexander
Machine Learning in Chemical Engineering: A Perspective
Chemie Ingenieur Technik, 93 (12) :2029–2039
2021
ISSN: 0009-286X
Brand-Rihm, Gerardo; Esche, Erik; Repke, Jens–Uwe
Sampling Space Reduction for Data-driven Modelling of Batch Distillation - Introducing Expert Process Knowledge through Operation Recipes
In Türkay, Metin and Gani, Rafiqul, Editor, 31th European Symposium on Computer Aided Process Engineering aus Computer Aided Chemical Engineering
Seite 611–616
Herausgeber: Elsevier
2021
611–616
ISBN
978-0-323-88506-5
Weigert, Joris; Hoffmann, Christian; Esche, Erik; Fischer, Peter; Repke, Jens–Uwe
Towards demand-side management of the chlor-alkali electrolysis: Dynamic modeling and model validation
Computers & Chemical Engineering, 149 :107287
2021
ISSN: 0098-1354
Talis, Torben; Weigert, Joris; Esche, Erik; Repke, Jens–Uwe
Adaptive Sampling of Dynamic Systems for Generation of Fast and Accurate Surrogate Models
Chemie Ingenieur Technik
2021
ISSN: 0009-286X

2020

Weigert, Joris; Hoffmann, Christian; Esche, Erik; Repke, Jens–Uwe
Enabling Dynamic Real-Time Optimization under Uncertainty using Data-Driven Chance Constraints
In Pierucci, Sauro and Manenti, Flavio and Bozzano, Giulia Luisa and Manca, Davide, Editor, 30th European Symposium on Computer Aided Process Engineering Band 48 aus Computer Aided Chemical Engineering
Seite 1189–1194
Herausgeber: Elsevier
2020
1189–1194
ISBN
9780128233771
Häussling Löwgren, Bartolomeus; Weigert, Joris; Esche, Erik; Repke, Jens–Uwe
Uncertainty Analysis for Data-Driven Chance-Constrained Optimization
Sustainability, 12 (6) :2450
2020
ISSN: 2071-1050
Hoffmann, Christian; Weigert, Joris; Esche, Erik; Repke, Jens–Uwe
Towards demand-side management of the chlor-alkali electrolysis: Dynamic, pressure-driven modeling and model validation of the 1,2-dichloroethane synthesis
Chemical Engineering Science, 214 :115358
2020
ISSN: 0009-2509
Bublitz, Saskia; Esche, Erik; Repke, Jens–Uwe
Investigation of a Hybrid Approach to Find all Solutions of Nonlinear Equation Systems
In Pierucci, Sauro and Manenti, Flavio and Bozzano, Giulia Luisa and Manca, Davide, Editor, 30th European Symposium on Computer Aided Process Engineering Band 48 aus Computer Aided Chemical Engineering
Seite 481–486
Herausgeber: Elsevier
2020
481–486
ISBN
9780128233771
Perez Ortiz, Abigail; Penteado, Alberto Teixeira; Thum, Lukas; Karsten, Tim; Esche, Erik; Grigull, V.; Schomäcker, Reinhard; Repke, Jens–Uwe
Influence of process parameters on oxidative coupling of methane for ethylene production from biogas
Chemie Ingenieur Technik, 92 (9) :1348
2020
ISSN: 0009-286X
Kozachynskyi, Volodymyr; Illner, Markus; Esche, Erik; Repke, Jens–Uwe
Online model–based optimal experimental design: Implementation on a miniplant model for a reaction in a microemulsion
Chemie Ingenieur Technik, 92 (9) :1247
2020
ISSN: 0009-286X
Esche, Erik; Repke, Jens–Uwe
Dynamic Process Operation Under Demand Response – A Review of Methods and Tools
Chemie Ingenieur Technik, 92 (12) :1898–1909
2020
ISSN: 0009-286X
Penteado, Alberto Teixeira; Esche, Erik; Weigert, Joris; Repke, Jens–Uwe
A Framework for Stochastic and Surrogate-Assisted Optimization using Sequential Modular Process Simulators
In Pierucci, Sauro and Manenti, Flavio and Bozzano, Giulia Luisa and Manca, Davide, Editor, 30th European Symposium on Computer Aided Process Engineering Band 48 aus Computer Aided Chemical Engineering
Seite 1903–1908
Herausgeber: Elsevier
2020
1903–1908
ISBN
9780128233771
Krone, David; Esche, Erik; Asprion, Norbert; Skiborowski, Mirko; Repke, Jens–Uwe
Conceptual Design Based on Superstructure Optimization in GAMS with Accurate Thermodynamic Models
In Pierucci, Sauro and Manenti, Flavio and Bozzano, Giulia Luisa and Manca, Davide, Editor, 30th European Symposium on Computer Aided Process Engineering Band 48 aus Computer Aided Chemical Engineering
Seite 15–20
Herausgeber: Elsevier
2020
15–20
ISBN
9780128233771
Illner, Markus; Kozachynskyi, Volodymyr; Weber, Ariane; Esche, Erik; Schomäcker, Reinhard; Repke, Jens–Uwe
A direct route for the realization of novel microemulsion systems for the reductive amination of long–chained substrates
Chemie Ingenieur Technik, 92 (9) :1300–1301
2020
ISSN: 0009-286X
Hoffmann, Christian; Weigert, Joris; Esche, Erik; Repke, Jens–Uwe
Integration of Design and Operation Using Dynamic Perturbation and Chance Constraints with Unscented Transform
In Pierucci, Sauro and Manenti, Flavio and Bozzano, Giulia Luisa and Manca, Davide, Editor, 30th European Symposium on Computer Aided Process Engineering Band 48 aus Computer Aided Chemical Engineering
Seite 751–756
Herausgeber: Elsevier
2020
751–756
ISBN
9780128233771

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