[Konferenzbeitrag]
Schulze, Jan Christoph; Doncevic, Danimir; Erwes, Nils; Mitsos, Alexander
Data-driven Model Reduction and Nonlinear Model Predictive Control of an Air Separation Unit by Applied Koopman Theory
In: Foundations of Computer Aided Process Operations / Chemical Process Control San Antonio, TX 2023-01-08 - 2023-01-12, 2023

[Konferenzbeitrag]
Schulze, Jan Christoph; Mitsos, Alexander
Data-Driven Nonlinear Model Reduction Using Koopman Theory: Integrated Control Form and NMPC Case Study
In: 61. IEEE Conference on Decision and Control Cancun 2022-12-06 - 2022-12-09, 2023

[Konferenzbeitrag]
Echtermeyer, Alexander Walter Wilhelm; Viell, Jörn
Carbon in the cycle - A biorefinery approach towards a circular carbon neutral economy
In: Korean Society of Industrial and Engineering Chemistry: 2023 KSIEC Spring Meeting Jeju Island 2023-05-10 - 2023-05-12, 2023

[Poster]
Echtermeyer, Alexander Walter Wilhelm; Viell, Jörn
From biomass to levulinic acid: Inline reaction monitoring by MIR spectroscopy in harsh conditions of a thermochemical lignocellulosic biorefinery
In: EuroPACT 2023 - 6. European Conference on Process Analytics and Control Technology Kopenhagen 2023-05-07 - 2023-05-10, 2023

[Konferenzbeitrag]
Völker, Simon; Ackermann, Philipp; Viell, Jörn; Mitsos, Alexander; von der Aßen, Niklas Vincenz
Identifying the key environmental objectives for integrated fuel and process design
In: 11. International Conference "Fuel Science - From Production to Propulsion" Aachen 2023-05-23 - 2023-05-25, 2023

[Konferenzbeitrag]
Jungen, Daniel; Zingler, Aron; Djelassi, Hatim; Mitsos, Alexander
Global Optimization of Bilevel Programs and (Generalized) Semi-Infinite Programs - An Open-Source Platform
In: SIAM Conference on Optimization Seattle, WA 2023-05-31 - 2023-06-03, 2023

[Konferenzbeitrag]
Panofen, Marian; Ackermann, Philipp; Viell, Jörn; Dahmen, Manuel; Mitsos, Alexander
Parametric and Structural Uncertainty in Integrated Fuel and Process Design
In: 11th International Conference "Fuel Science: From Production to Propulsion" 2023 Aachen 2023-05-23 - 2023-05-25, 2023

[Konferenzbeitrag]
Mucci, Simone; Goldstein, Dominik; Bongartz, Dominik; Mitsos, Alexander
Techno-Economic Comparison of e-Kerosene Production Pathways
In: 11. International Conference 2023 Aachen 2023-05-23 - 2023-05-25, 2023

[Fachzeitschriftenartikel]
Chen, Ke; Liu, Mingzhao; Gu, Jianghang; Mhamdi, Adel; Gross, Sven; Heng, Yi
Efficient direct numerical simulation of gas absorption in falling films using a combined high-throughput/high-performance approach
In: Chemical engineering science, 273, 118603, 2023
[DOI: 10.1016/j.ces.2023.118603]

[Fachzeitschriftenartikel]
Schweidtmann, Artur M.; Rittig, Jan Gerald; Weber, Jana M.; Grohe, Martin; Dahmen, Manuel; Leonhard, Kai; Mitsos, Alexander
Physical pooling functions in graph neural networks for molecular property prediction
In: Computers & chemical engineering, 172, 108202, 2023
[DOI: 10.1016/j.compchemeng.2023.108202]

[Fachzeitschriftenartikel]
Nevolianis, Thomas; Wolter, Nadja Anna; Kaven, Luise Friederike; Krep, Lukas; Huang, Can; Mhamdi, Adel; Mitsos, Alexander; Pich, Andrij; Leonhard, Kai
Kinetic modeling of a poly(n-vinylcaprolactam-co-glycidyl methacrylate) microgel synthesis: a hybrid in silico and experimental approach
In: Industrial & engineering chemistry research : I & EC research, 62 (2), 893-902, 2023
[DOI: 10.1021/acs.iecr.2c03291]

[Fachzeitschriftenartikel]
Roth, Daniel Matthias; Haas, Moritz; Echtermeyer, Alexander Walter Wilhelm; Kaminski, Sebastian; Viell, Jörn; Jupke, Andreas
The Effect of Sulfate Electrolytes on the Liquid-Liquid Equilibrium of 2-MTHF/Water/5-HMF: Experimental Study and Thermodynamic Modeling
In: Journal of chemical & engineering data, 68 (6), 1397-1410, 2023
[DOI: 10.1021/acs.jced.2c00698]

[Poster]
Walter, Julian David; Manchanda, Ashutosh; Wolff, Michael; Borning, Maximilian Arne Walther; König, Andrea; Walther, Grit; Mitsos, Alexander; Moser, Albert
Production Potentials of Biomass- and Electricity-Based Fuels in Europe under Uncertain Resource Availabilities
In: 9. International conference Fuel Science - From Production to Propulsion Aachen, digital 2021-06-22 - 2021-06-24, 2023
[DOI: 10.18154/RWTH-2021-08563]

[Dataset]
Saß, Susanne; Tsoukalas, Angelos; Bell, Ian H.; Bongartz, Dominik; Najman, Jaromil; Mitsos, Alexander
Dataset from: Towards Global Parameter Estimation Exploiting Reduced Data Sets
, 2023
[DOI: 10.18154/RWTH-2022-03252]

[Fachzeitschriftenartikel]
Begall, Moritz Johannes; Schweidtmann, Artur M.; Mhamdi, Adel; Mitsos, Alexander
Geometry optimization of a continuous millireactor via CFD and Bayesian optimization
In: Computers & chemical engineering, 171, 108140, 2023
[DOI: 10.1016/j.compchemeng.2023.108140]

[Fachzeitschriftenartikel]
Fleitmann, Lorenz Heinrich Johannes; Ackermann, Philipp; Schilling, Johannes; Kleinekorte, Johanna; Rittig, Jan Gerald; vom Lehn, Florian Alexander; Schweidtmann, Artur M.; Pitsch, Heinz; Leonhard, Kai; Mitsos, Alexander; Bardow, André; Dahmen, Manuel
Molecular design of fuels for maximum spark-ignition engine efficiency by combining predictive thermodynamics and machine learning
In: Energy & fuels, 37 (3), 2213-2229, 2023
[DOI: 10.1021/acs.energyfuels.2c03296]

[Buchbeitrag, Fachzeitschriftenartikel]
Palmtag, Andreas; Schröder, Christian Pascal; Zhai, Song; Jupke, Andreas
Extraction Technologies at ACHEMA 2022
In: Chemie - Ingenieur - Technik : CIT, 95 (6), 874-876, 2023
[DOI: 10.1002/cite.202300016]

[Fachzeitschriftenartikel]
Rittig, Jan Gerald; Ben Hicham, Karim; Schweidtmann, Artur M.; Dahmen, Manuel; Mitsos, Alexander
Graph neural networks for temperature-dependent activity coefficient prediction of solutes in ionic liquids
In: Computers & chemical engineering, 171, 108153, 2023
[DOI: 10.1016/j.compchemeng.2023.108153]

[Fachzeitschriftenartikel]
Mucci, Simone; Mitsos, Alexander; Bongartz, Dominik
Power-to-X processes based on PEM water electrolyzers: A review of process integration and flexible operation
In: Computers & chemical engineering : CACE, 175, 108260, 2023
[DOI: 10.1016/j.compchemeng.2023.108260]

[Buchbeitrag]
Schweidtmann, Artur M.; Bongartz, Dominik; Mitsos, Alexander
Optimization with Trained Machine Learning Models Embedded
In: Encyclopedia of Optimization : Comprehensive reference work for an ever-growing field of crucial importance to the scientific community : Enhanced online content, up-to-date cross references, and entries keyed to MSC subject codes / Editors: Panos M. Pardalos, Oleg A. Prokopyev, 2023
[DOI: 10.1007/978-3-030-54621-2_735-1]

[Fachzeitschriftenartikel]
Saß, Susanne; Tsoukalas, Angelos; Bell, Ian H.; Bongartz, Dominik; Najman, Jaromil; Mitsos, Alexander
Towards global parameter estimation exploiting reduced data sets
In: Optimization methods & software, 1-13, 2023
[DOI: 10.1080/10556788.2023.2205645]

[Doktorarbeit]
Sharafutdinov, Konstantin
Virtual patient modeling for heterogeneous intensive care unit data for the support of artificial intelligence
, 2023
[DOI: 10.18154/RWTH-2023-05200]

[Fachzeitschriftenartikel]
Cramer, Eike Casjen Friedrich; Witthaut, Dirk; Mitsos, Alexander; Dahmen, Manuel
Multivariate probabilistic forecasting of intraday electricity prices using normalizing flows
In: Applied energy, 346, 121370, 2023
[DOI: 10.1016/j.apenergy.2023.121370]

[Buchbeitrag, Fachzeitschriftenartikel]
Mitsos, Alexander; Zingler, Aron
Unsicherheit in Stromnetzen : Robuste Optimierung für eine robuste Stromversorgung
In: RWTH-Themen : Forschungsmagazin, 2023 (1), 20-23, 2023
[DOI: 10.18154/RWTH-2023-05855]

[Buchbeitrag, Fachzeitschriftenartikel]
Saur, Katharina; Kiefel, Robert; Niehoff, Paul-Joachim; Hofstede, Jordy; Ernst, Philipp; Brockkötter, Johannes Markus Josef; Gätgens, Jochem; Viell, Jörn; Noack, Stephan; Wierckx, Nick; Büchs, Jochen; Jupke, Andreas
Holistic Approach to Process Design and Scale-Up for Itaconic Acid Production from Crude Substrates
In: Bioengineering : open access journal, 10 (6), 723, 2023
[DOI: 10.3390/bioengineering10060723]

[Fachzeitschriftenartikel]
El Wajeh, Mohammad; Mhamdi, Adel; Mitsos, Alexander
Dynamic Modeling and Plantwide Control of a Production Process for Biodiesel and Glycerol
In: Industrial & engineering chemistry research : I & EC research, 62 (27), 10559-10576, 2023
[DOI: 10.1021/acs.iecr.3c00934]

[Fachzeitschriftenartikel]
Nilges, Benedikt; Burghardt, Célia; Roh, Kosan; Reinert, Christiane; von der Aßen, Niklas Vincenz
Comparative life cycle assessment of industrial demand-side management via operational optimization
In: Computers & chemical engineering : CACE, 177, 108323, 2023
[DOI: 10.1016/j.compchemeng.2023.108323]

[Beitrag zu einem Tagungsband]
Caspari, Adrian; Thiedemann, Maximilian F.; Bussmann, Paul L.; Leifeld, Thomas; Li, Wan; Richter, Nils; Vey, Daniel A.; Zhao, Yuanchen; Kleinert, Tobias Theodor
Alarm Flood Clustering improves Cause and Effect Analysis of Process Alarm Data
In: [European Control Conference (ECC) 2023], 2023

[Doktorarbeit]
Baader, Florian Joseph
Simultaneous real-time scheduling of multi-energy systems and dynamic production processes
, 2023
[DOI: 10.18154/RWTH-2023-07390]

[Fachzeitschriftenartikel]
Mucci, Simone; Mitsos, Alexander; Bongartz, Dominik
Cost-optimal Power-to-Methanol : Flexible operation or intermediate storage?
In: Journal of energy storage, 72 (Part E), 108614, 2023
[DOI: 10.1016/j.est.2023.108614]

[Fachzeitschriftenartikel]
Germscheid, Sonja H. M.; Röben, Fritz Thomas Carl; Sun, Han; Bardow, André; Mitsos, Alexander; Dahmen, Manuel
Demand response scheduling of copper production under short-term electricity price uncertainty
In: Computers & chemical engineering, 178, 108394, 2023
[DOI: 10.1016/j.compchemeng.2023.108394]

[Fachzeitschriftenartikel]
Rittig, Jan Gerald; Ritzert, Martin; Schweidtmann, Artur M.; Winkler, Stefanie; Weber, Jana M.; Morsch, Philipp; Heufer, Karl Alexander; Grohe, Martin; Mitsos, Alexander; Dahmen, Manuel
Graph machine learning for design of high-octane fuels
In: AIChE journal, 69 (4), e17971, 2022
[DOI: 10.1002/aic.17971]

[Fachzeitschriftenartikel]
Burre, Jannik; Bongartz, Dominik; Mitsos, Alexander
Comparison of MINLP formulations for global superstructure optimization
In: Optimization and engineering, 24 (2), 801-830, 2022
[DOI: 10.1007/s11081-021-09707-y]

[Buchbeitrag, Fachzeitschriftenartikel]
Leenders, Ludger; Hagedorn, Dörthe Franzisca; Djelassi, Hatim; Bardow, André; Mitsos, Alexander
Bilevel optimization for joint scheduling of production and energy systems
In: Optimization and engineering, 24 (1), 499-537, 2022
[DOI: 10.1007/s11081-021-09694-0]

[Fachzeitschriftenartikel]
Seidenberg, J. Raphael; Khan, Ahmad A.; Lapkin, Alexei A.
Boosting autonomous process design and intensification with formalized domain knowledge
In: Computers & chemical engineering, 169, 108097, 2022
[DOI: 10.1016/j.compchemeng.2022.108097]

[Poster]
Jungen, Daniel; Jan-Frederic, Laub; Mitsos, Alexander
Optimal Experimental Design for Optimal Process Design: A Black-Box Approach to Reduce Computation Time
In: 10. International Conference "Fuel Science - From Production to Propulsion" Aachen 2022-05-10 - 2022-05-12, 2022

[Poster]
Völker, Simon; Ackermann, Philipp; Viell, Jörn; Mitsos, Alexander; von der Aßen, Niklas Vincenz
Integrated fuel and process design combined with life cycle assessment
In: 10. International Conference "Fuel Science - From Production to Propulsion" Aachen 2022-05-10 - 2022-05-12, 2022

[Konferenzbeitrag]
Völker, Simon; Deutz, Sarah; Burre, Jannik; Bongartz, Dominik; Omari, Ahmad; Lehrheuer, Bastian; Pischinger, Stefan; Mitsos, Alexander; Bardow, André; von der Aßen, Niklas Vincenz
Environmental potential of CO2-based polyoxymethylene ethers as diesel blends
In: 19. International Conference on Carbon Dioxide Utilization Princeton 2022-06-26 - 2022-06-30, 2022

[Konferenzbeitrag]
Karacasulu, Kaan; Nöhl, Julian; Echtermeyer, Alexander Walter Wilhelm; Polte, Lukas; Kampwerth, Jan; Viell, Jörn; Jung, Celine Laura; Albrecht, Pascal; Osterthun, Ole; Klankermeyer, Jürgen; Jupke, Andreas; Mitsos, Alexander
Techno-economic analysis of a biorefinery process for the flexible production of gamma-valerolactone and 1,4-pentanediol
In: 10. International Conference of the Cluster of Excellence "The Fuel Science Center" Aachen 2022-05-10 - 2022-05-12, 2022

[Konferenzbeitrag]
Bothe, Jannik; Güttler, Johanna; Heyer, Mathis; Jakobs, Dion; Pavšek, Jan; Karacasulu, Kaan
CO2 Utilization under Intermittent Electricity Supply: Sorption Enhanced DME Synthesis with an Integrated RSOC Process
In: ESCAPE-32 Conference Toulouse 2022-06-12 - 2022-06-15, 2022

[Konferenzbeitrag]
Neumann, Marcel; Ackermann, Philipp; Rittig, Jan Gerald; Honecker, Christian; Mitsos, Alexander; Dahmen, Manuel; Pischinger, Stefan
Towards Characteristic Fuel Numbers for Molecularly-Controlled Combustion Systems
In: 10. International Conference "Fuel Science - From Production to Propulsion" Aachen 2022-05-10 - 2022-05-12, 2022

[Poster]
Schröder, Christian Pascal; Schulze, Jan Christoph; Mitsos, Alexander; Jupke, Andreas
Load-flexible electrochemical pH-swing extraction for bio-based carboxylic acids
In: ACHEMA 2022 Frankfurt am Main 2022-08-22 - 2022-08-26, 2022

[Konferenzbeitrag]
Lindmeyer, Martin; Viell, Jörn; Hofstede, Jordy; Wollny, Katja; Echtermeyer, Alexander Walter Wilhelm; Götz, Ramona
A validated concept to produce "Green Chemicals" at small scale: DeMoBio - Decentralized Modular Biorefinery-containers
In: ACHEMA 22 Frankfurt am Main 2022-08-22 - 2022-08-26, 2022

[Konferenzbeitrag]
Ackermann, Philipp; Fleitmann, Lorenz Heinrich Johannes; Schilling, Johannes; Kleinekorte, Johanna; Rittig, Jan Gerald; vom Lehm, Florian; Schweidtmann, Artur; Pitsch, Heinz; Leonard, Kai; Mitsos, Alexander; Bardow, André; Dahmen, Manuel
Molecular Design of Spark-Ignition Engine Fuels for Maximal Engine Efficiency
In: Fuel Science - From Production to Propulsion Aachen 2022-05-10 - 2022-05-12, 2022

[Konferenzbeitrag]
Ackermann, Philipp; Fleitmann, Lorenz Heinrich Johannes; Schilling, Johannes; Kleinekorte, Johanna; Rittig, Jan Gerald; vom Lehm, Florian; Schweidtmann, Artur M.; Pitsch, Heinz; Leonard, Kai; Mitsos, Alexander; Bardow, André; Dahmen, Manuel
Molecular design of spark-ignition fuels by combining predictive thermodynamics and machine learning
In: ESCAPE32 Toulouse 2022-06-12 - 2022-06-15, 2022

[Konferenzbeitrag]
Ackermann, Philipp; König, Andrea; Dahmen, Manuel; Mitsos, Alexander; Viell, Jörn
Simultaneous Design of Renewable Fuels and their Production Processes
In: (Bio)Process Engineering - a Key to Sustainable Development (ProcessNet Jahrestagung 2022) Aachen 2022-09-12 - 2022-09-15, 2022

[Konferenzbeitrag]
El Wajeh, Mohammad; Caspari, Adrian; Tsay, Calvin; Offermanns, Christian; Schulze, Jan Christoph; Mhamdi, Adel; Baldea, Michael; Mitsos, Alexander
Process Automation for the Flexibilization of the Chemical Industry
In: ACHEMA 22 Frankfurt am Main 2022-08-22 - 2022-08-26, 2022

[Konferenzbeitrag]
Schulze, Jan Christoph; Caspari, Adrian; Mhamdi, Adel; Mitsos, Alexander; Ecker, Anna-Maria; Pottmann, Martin; Schliebitz, Florian; Zapp, Gerhard
Nichtlineare modellprädiktive Regelung von Luftzerlegungsanlagen zur Umsetzung energetischer Nachfrageflexibilität
In: Jahrestreffen der "Prozess-, Apparate- und Anlagentechnik Frankfurt am Main 2022-11-21 - 2022-11-22, 2022

[Buchbeitrag]
Baitalow, Kristina; Lüthje, Jannik Torben; Mitsos, Alexander; Nilges, Benedikt; von der Aßen, Niklas Vincenz; Wessling, Matthias
Chlor-Alkali-Elektrolyse
In: Energieflexiblität in der deutschen Industrie: Band 2, 2022

[Poster]
Ziegler, Anita Lisa; Djelassi, Hatim; Filbig, Melanie; Alter, Tobias Benedikt; Ebert, Birgitta Elisabeth; Blank, Lars M.; Mitsos, Alexander
How Bilevel Optimization Designs Microbial Fuel Factories—Robustly
In: Fuel Science- From Production to Propulsion. 8. International Conference 2020 Aachen 2022-06-23 - 2022-06-25, 2022