[Doktorarbeit]
Joy, Preet Joseph
Identifiability, observability and model-based control of nonlinear systems
In: Aachener Verfahrenstechnik Series 23, 2022
[DOI: 10.18154/RWTH-2022-03538]

[Buch, Doktorarbeit]
Varelmann, Tim
Special-purpose optimization algorithms for demand side management
In: Aachener Verfahrenstechnik Series 24, 2022
[DOI: 10.18154/RWTH-2022-03241]

[Fachzeitschriftenartikel]
Schulze, Jan Christoph; Doncevic, Danimir T.; Mitsos, Alexander
Identification of MIMO Wiener-type Koopman Models for Data-Driven Model Reduction using Deep Learning
In: Computers & chemical engineering, 161, 107781, 2022
[DOI: 10.1016/j.compchemeng.2022.107781]

[Buchbeitrag, Fachzeitschriftenartikel]
Merkelbach, Kilian; Schweidtmann, Artur M.; Müller, Younes; Schwoebel, Patrick; Mhamdi, Adel; Mitsos, Alexander; Schuppert, Andreas; Mrziglod, Thomas; Schneckener, Sebastian
HybridML : Open source platform for hybrid modeling
In: Computers & chemical engineering, 160, 107736, 2022
[DOI: 10.1016/j.compchemeng.2022.107736]

[Fachzeitschriftenartikel]
Langiu, Marco; Dahmen, Manuel; Mitsos, Alexander
Simultaneous optimization of design and operation of an air-cooled geothermal ORC under consideration of multiple operating points
In: Computers & chemical engineering, 161, 107745, 2022
[DOI: 10.1016/j.compchemeng.2022.107745]

[Fachzeitschriftenartikel]
Varelmann, Tim; Lipow, Adrian Walter; Baldea, Michael; Mitsos, Alexander
Advanced feasibility cuts in decoupled cooperative optimization of power flow
In: Computers & chemical engineering, 157, 107635, 2021
[DOI: 10.1016/j.compchemeng.2021.107635]

[Fachzeitschriftenartikel]
Kappatou, Chrysoula Dimitra; Bongartz, Dominik; Najman, Jaromil; Saß, Susanne; Mitsos, Alexander
Global dynamic optimization with Hammerstein-Wiener models embedded
In: Journal of global optimization, 84 (2), 321-347, 2022
[DOI: 10.1007/s10898-022-01145-z]

[Buch, Doktorarbeit]
Wang, Ganzhou
Electrified production of ammonia as chemical product and energy storage
In: Aachener Verfahrenstechnik series AVT.PT - Process Systems Engineering 22, 2022
[DOI: 10.18154/RWTH-2022-01772]

[Fachzeitschriftenartikel]
Marks, Caroline; Viell, Jörn
Solvents and ions for pretreatment in lignocellulosic biorefineries
In: Process biochemistry, 113, 241-257, 2022
[DOI: 10.1016/j.procbio.2022.01.001]

[Fachzeitschriftenartikel]
Ploch, Tobias Michael; Deussen, Jens; Naumann, Uwe; Mitsos, Alexander; Hannemann-Tamás, Ralf
Direct single shooting for dynamic optimization of differential-algebraic equation systems with optimization criteria embedded
In: Computers & chemical engineering, 159, 107643, 2022
[DOI: 10.1016/j.compchemeng.2021.107643]

[Fachzeitschriftenartikel]
Cramer, Eike Casjen Friedrich; Gorjao, Leonardo Rydin; Mitsos, Alexander; Schafer, Benjamin; Witthaut, Dirk; Dahmen, Manuel
Validation Methods for Energy Time Series Scenarios from Deep Generative Models
In: IEEE access, 10, 8194-8207, 2022
[DOI: 10.1109/ACCESS.2022.3141875]

[Fachzeitschriftenartikel]
Varelmann, Tim; Erwes, Nils; Schäfer, Pascal; Mitsos, Alexander
Simultaneously optimizing bidding strategy in pay-as-bid-markets and production scheduling
In: Computers & chemical engineering, 157, 107610, 2021
[DOI: 10.1016/j.compchemeng.2021.107610]

[Fachzeitschriftenartikel]
Faust, Johannes Michael Magnus; Gerlinger, Wolfgang; Naeem, Omar; Mhamdi, Adel; Mitsos, Alexander
Inline Raman Spectroscopy of an Emulsion Copolymerization in an Industrial Pilot Plant Using Indirect Hard Modeling
In: Chemie - Ingenieur - Technik : CIT, 94 (6), 827-832, 2021
[DOI: 10.1002/cite.202100114]

[Fachzeitschriftenartikel]
Varelmann, Tim; Otashu, Joannah I.; Seo, Kyeongjun; Lipow, Adrian Walter; Mitsos, Alexander; Baldea, Michael
A Decoupling Strategy for Protecting Sensitive Process Information in Cooperative Optimization of Power Flow
In: AIChE journal, 68 (1), e17429, 2021
[DOI: 10.1002/aic.17429]

[Fachzeitschriftenartikel]
Schweidtmann, Artur M.; Weber, Jana M.; Wende, Christian; Netze, Linus; Mitsos, Alexander
Obey validity limits of data-driven models through topological data analysis and one-class classification
In: Optimization and engineering, 23 (2), 855-876, 2021
[DOI: 10.1007/s11081-021-09608-0]

[Buch, Doktorarbeit]
Marks, Caroline
Multi-scale analysis of liquid-based pretreatment in lignocellulosic biorefineries
In: Aachener Verfahrenstechnik series AVT.SVT - Process systems engineering 21 (2022), 2021
[DOI: 10.18154/RWTH-2022-07297]

[Buch, Doktorarbeit]
dos Santos Schultz, Eduardo
Guaranteed feasibility of optimal control problems with and without uncertainty
In: Aachener Verfahrenstechnik Series 20, 2021
[DOI: 10.18154/RWTH-2022-06743]

[Buch, Doktorarbeit]
Ploch, Tobias Michael
Optimal biorefinery processes using differential-algebraic equation systems with optimization criteria embedded
In: Aachener Verfahrenstechnik series - AVT.SVT - Process Systems Engineering 19 (2022), 2021
[DOI: 10.18154/RWTH-2022-01969]

[Doktorarbeit]
Kusch, Nina
Two-step models for tumour-drug response using heterogeneous high-dimensional assays
, 2021
[DOI: 10.18154/RWTH-2022-01364]

[Konferenzbeitrag]
Ackermann, Philipp; Neumann, Marcel; Rittig, Jan Gerald; Pischinger, Stefan; Mitsos, Alexander; Dahmen, Manuel
Comparing Cetane Ratings from IQT and AFIDA: Fundamentals, Experimental Screening, and Graph NeuralNetwork Modeling
In: 9. International Conference Fuel Science - From Production to Propulsion Aachen 2021-06-22 - 2021-06-24, 2021

[Buchbeitrag, Fachzeitschriftenartikel]
Ackermann, Philipp; Braun, Karsten E.; Burkardt, Patrick; Heger, Sebastian; König, Andrea; Morsch, Philipp; Lehrheuer, Bastian; Surger, Maximilian J.; Völker, Simon; Blank, Lars M.; Du, Miaomiao; Heufer, Karl Alexander; Roß-Nickoll, Martina; Viell, Jörn; von der Aßen, Niklas Vincenz; Mitsos, Alexander; Pischinger, Stefan; Dahmen, Manuel
Designed to Be Green, Economic, and Efficient : A Ketone-Ester-Alcohol-Alkane Blend for Future Spark-Ignition Engines
In: ChemSusChem, 14 (23), 5254-5264, 2021
[DOI: 10.1002/cssc.202101704]

[Fachzeitschriftenartikel]
Caspari, Adrian; Fahr, Steffen R.; Mitsos, Alexander
Optimal Eco-Routing for Hybrid Vehicles With Powertrain Model Embedded
In: IEEE transactions on intelligent transportation systems, 23 (9), 1-17, 2021
[DOI: 10.1109/TITS.2021.3131298]

[Poster]
Faust, Johannes Michael Magnus; Leis, Oliver; Mhamdi, Adel; Mitsos, Alexander
Elementary Process Functions: Optimales Reaktordesign eines kontinuierlichen Polymerisationsprozesses
In: Jahrestreffen der ProcessNet-Fachgemeinschaft Prozess-, Apparate- und Anlagentechnik 2021 online 2021-11-22 - 2021-11-23, 2021

[Fachzeitschriftenartikel]
Joy, Preet Joseph; dos Santos Schultz, Eduardo; Ebrahimi, Fatemeh; Turan, Umut; Casteel, Steffen; Schaffrath, Thomas; Hammen, Rupert; Mhamdi, Adel
Dynamic optimization and nonlinear model predictive control of a semi-batch epoxidation process
In: Journal of process control, 108, 55-67, 2021
[DOI: 10.1016/j.jprocont.2021.10.013]

[Buch]
Bortz, Michael (Editor); Dadhe, Kai (Editor); Mitsos, Alexander (Editor)
Special Issue: Artificial Intelligence in Chemical Engineering
In: Chemie - Ingenieur - Technik, 93 (12), 1873-2119, 2021

[Buchbeitrag, Fachzeitschriftenartikel]
Bortz, Michael; Dadhe, Kai; Mitsos, Alexander
AI in Chemical Engineering : We Are Just at the Beginning
In: Chemie - Ingenieur - Technik, 93 (12), 1875-1875, 2021
[DOI: 10.1002/cite.202171202]

[Konferenzbeitrag]
Echtermeyer, Alexander Walter Wilhelm; Gausmann, Marcel; Marks, Caroline; Biselli, Andreas; Jupke, Andreas; Mitsos, Alexander; Viell, Jörn
Inline concentration monitoring of dissociated carboxylic acids
In: 5thEuropean Conference on Process Analytics and Control Technology Online 2021-11-15 - 2021-11-17, 2021

[Bericht]
Bachmann, Andreas; Bank, Lukas; Bark, Carlo; Bauer, Dennis; Blöchl, Bruno Blöchl; Brugger, Martin; Buhl, Hans Ulrich; Dietz, Benjamin; Donnelly, Julia; Friedl, Thomas; Halbrügge, Stephanie; Hauck, Heribert; Heil, Joachim; Hieronymus, Aljoscha; Hinck, Torben; Ilieva-König, Svetlina; Johnzén, Carl; Koch, Carsten; Köberlein, Jana; Köse, Ekrem; Lochner, Stefan; Lindner, Martin; Mayer, Tim; Mitsos, Alexander; Roth, Stefan; Sauer, Alexander; Scheil, Claudia; Schilp, Johannes; Schimmelpfennig, Jens; Schulz, Julia; Schulze, Jan Christoph; Sossenheimer, Johannes; Strobel, Nina; Tristan, Alejandro; Vernim, Susanne; Wagner, Jonathan; Wagon, Felix; Weibelzahl, Martin; Weigold, Matthias; Weissflog, Jan; Wenninger, Simon; Wöhl, Moritz; Zacharias, Jan; Zäh, Michael F.
Energieflexibel in die Zukunft - Wie Fabriken zum Gelingen der Energiewende beitragen können
, 2021
[DOI: 10.24406/FIT-N-638765]

[Fachzeitschriftenartikel]
Marks, Caroline; Viell, Jörn
Acetosolv pretreatment of wood for biorefinery applications
In: Biomass Conversion and Biorefinery, 13 (13), 11687-11701, 2021
[DOI: 10.1007/s13399-021-02023-6]

[Konferenzbeitrag]
Viell, Jörn; Polte, Lukas; Kampwerth, Jan; Karacasulu, Kaan; Echtermeyer, Alexander Walter Wilhelm; Osterthun, Ole; Mitsos, Alexander; Klankermayer, Jürgen; Jupke, Andreas
Wood-based levulinic acid: Tackling challenges of biorefinery production
In: 13. European Congress of Chemical Engineering Frankfurt digital 2021-09-20 - 2021-09-23, 2021

[Buchbeitrag, Fachzeitschriftenartikel]
Schweidtmann, Artur M.; Esche, Erik; Fischer, Asja; Kloft, Marius; Repke, Jens-Uwe; Sager, Sebastian; Mitsos, Alexander
Machine Learning in Chemical Engineering : A Perspective
In: Chemie - Ingenieur - Technik, 93 (12), 2029-2039, 2021
[DOI: 10.1002/cite.202100083]

[Fachzeitschriftenartikel]
Liebal, Ulf Winfried; Köbbing, Sebastian; Netze, Linus; Schweidtmann, Artur M.; Mitsos, Alexander; Blank, Lars M.
Insight to Gene Expression From Promoter Libraries With the Machine Learning Workflow Exp2Ipynb
In: Frontiers in bioinformatics, 1, 747428, 2021
[DOI: 10.3389/fbinf.2021.747428]

[Dataset]
Kaven, Luise Friederike; Wolff, Hanna Josefine; Wille, Lukas; Wessling, Matthias; Mitsos, Alexander; Viell, Jörn
Dataset to: "In-line Monitoring of Microgel Synthesis: Flow versus Batch Reactor"
, 2021
[DOI: 10.18154/RWTH-2021-09666]

[Beitrag zu einem Tagungsband, Fachzeitschriftenartikel]
Lüthje, Jannik Torben; Schulze, Jan Christoph; Caspari, Adrian; Mhamdi, Adel; Mitsos, Alexander; Schäfer, Pascal
Adaptive Learning of Hybrid Models for Nonlinear Model Predictive Control of Distillation Columns
In: IFAC-PapersOnLine, 54 (3), 37-42, 2021
[DOI: 10.1016/j.ifacol.2021.08.215]

[Fachzeitschriftenartikel]
Kaven, Luise Friederike; Wolff, Hanna Josefine; Wille, Lukas; Wessling, Matthias; Mitsos, Alexander; Viell, Jörn
In-line Monitoring of Microgel Synthesis : Flow versus Batch Reactor
In: Organic process research & development, 25 (9), 2039-2051, 2021
[DOI: 10.1021/acs.oprd.1c00087]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Jung, Falco Constantin; Faust, Johannes Michael Magnus; Mhamdi, Adel; Pich, Andrij; Mitsos, Alexander
Synthesis of Microgels with Minimal Final Concentration of Initiator
In: 31th European Symposium on Computer Aided Process Engineering : ESCAPE-31 / edited by Metin Türkay and Rafiqul Gani, 51-56, 2021
[DOI: 10.1016/B978-0-323-88506-5.50009-7]

[Fachzeitschriftenartikel]
Djelassi, Hatim; Mitsos, Alexander; Stein, Oliver
Recent advances in nonconvex semi-infinite programming: Applications and algorithms
In: EURO journal on computational optimization, 9, 100006, 2021
[DOI: 10.1016/j.ejco.2021.100006]

[Fachzeitschriftenartikel]
Hao, Zhimian; Caspari, Adrian; Schweidtmann, Artur M.; Vaupel, Yannic; Lapkin, Alexei A.; Mhamdi, Adel
Efficient hybrid multiobjective optimization of pressure swing adsorption
In: The chemical engineering journal, 423, 130248, 2021
[DOI: 10.1016/j.cej.2021.130248]

[Fachzeitschriftenartikel]
Burkardt, Patrick; Ottenwälder, Tamara Sophia; König, Andrea; Viell, Jörn; Mitsos, Alexander; Wouters, Christian Guillaume Louise; Marquardt, Wolfgang; Pischinger, Stefan; Dahmen, Manuel
Toward co-optimization of renewable fuel blend production and combustion in ultra-high efficiency SI engines
In: International journal of engine research, 24 (1), 29-41, 2021
[DOI: 10.1177/14680874211040995]

[Fachzeitschriftenartikel]
Mucci, Simone; Bischi, Aldo; Briola, Stefano; Baccioli, Andrea
Small-scale adiabatic compressed air energy storage : Control strategy analysis via dynamic modelling
In: Energy conversion and management : ECM, 243, 114358, 2021
[DOI: 10.1016/j.enconman.2021.114358]

[Poster]
Fleitmann, Lorenz Heinrich Johannes; Ackermann, Philipp; Rittig, Jan Gerald; Schweidtmann, Artur M.; König, Andrea; Dahmen, Manuel; Mitsos, Alexander; Bardow, André; Leonhard, Kai
Fuel design by combined machine learning and predictive thermodynamics
In: 9. Internationale Konferenz - Fuel Science- From Production to Propulsion Aachen digital 2021-06-22 - 2021-06-24, 2021

[Poster]
Fleitmann, Lorenz Heinrich Johannes; Ackermann, Philipp; Rittig, Jan Gerald; Schweidtmann, Artur M.; König, Andrea; Dahmen, Manuel; Mitsos, Alexander; Bardow, André; Leonhard, Kai
Fuel design by combined machine learning and predictive thermodynamics
In: Fuel Science - From Production to Propulsion Aachen digital 2021-06-22 - 2021-06-24, 2021

[Konferenzbeitrag]
Dahmen, Manuel; Burkhardt, Patrick; Ackermann, Philipp; Braun, Karsten E.; Heger, Sebastian; König, Andrea; Morsch, Philipp; Surger, Maximilian; Völker, Simon; Blank, Lars M.; Du, Miaomaio; Heufer, Karl Alexander; Roß-Nickoll, Martina; Viell, Jörn; von der Aßen, Niklas Vincenz; Mitsos, Alexander; Pischinger, Stefan
Design and Multi-Disciplinary Assessment of a New FSC Blend for Ultra-High Efficiency Engines
In: Fuel Science - From Production to Propulsion Aachen digital 2021-06-22 - 2021-06-24, 2021

[Konferenzbeitrag]
Rittig, Jan Gerald; Ritzert, Martin; Schweidtmann, Artur M.; Winkler, Stefanie; Grohe, Martin; Mitsos, Alexander; Dahmen, Manuel
Computer-Aided Design of Molecules with High Octane Rating and Octane Sensitivity through Graph-Based Machine Learning
In: Fuel Science - From Production to Propulsion Aachen digital 2021-06-22 - 2021-06-24, 2021

[Buchbeitrag, Beitrag zu einem Tagungsband]
Bongartz, Dominik; Burre, Jannik; Ziegler, Anita Lisa; Mitsos, Alexander
Power-to-OME1 via Direct Oxidation of Methanol : Process Design and Global Flowsheet Optimization
In: 31th European Symposium on Computer Aided Process Engineering : ESCAPE-31 / edited by Metin Türkay and Rafiqul Gani, 273-278, 2021
[DOI: 10.1016/B978-0-323-88506-5.50044-9]

[Konferenzbeitrag]
Saß, Susanne; Tsoukalas, Angelos; Bell, Ian H.; Bongartz, Dominik; Najman, Jaromil; Mitsos, Alexander
Towards accelerating global parameter estimation with reduced data sets
In: EUROPT 2021 online 2021-07-07 - 2021-07-09, 2021

[Fachzeitschriftenartikel]
König, Andrea; Siska, Maximilian; Schweidtmann, Artur M.; Rittig, Jan Gerald; Viell, Jörn; Mitsos, Alexander; Dahmen, Manuel
Designing production-optimal alternative fuels for conventional, flexible-fuel, and ultra-high efficiency engines
In: Chemical engineering science = Génie chimique, 237, 116562, 2021
[DOI: 10.1016/j.ces.2021.116562]

[Fachzeitschriftenartikel]
Burre, Jannik; Bongartz, Dominik; Deutz, Sarah; Asmelash, Chalachew Mebrahtu; Osterthun, Ole; Sun, Ruiyan; Völker, Simon; Bardow, André; Klankermayer, Jürgen; Palkovits, Regina; Mitsos, Alexander
Comparing pathways for electricity-based production of dimethoxymethane as a sustainable fuel
In: Energy & environmental science (7), 3686-3699, 2021
[DOI: 10.1039/D1EE00689D]

[Fachzeitschriftenartikel]
Schweidtmann, Artur M.; Bongartz, Dominik; Grothe, Daniel; Kerkenhoff, Tim; Lin, Xiaopeng; Najman, Jaromil; Mitsos, Alexander
Deterministic global optimization with Gaussian processes embedded
In: Mathematical programming computation : MPC, 13 (3), 553-581, 2021
[DOI: 10.1007/s12532-021-00204-y]

[Konferenzbeitrag]
Völker, Simon; Deutz, Sarah; Burre, Jannik; Bongartz, Dominik; Omari, Ahmad; Lehrheuer, Bastian; Pischinger, Stefan; Mitsos, Alexander; Bardow, André; von der Aßen, Niklas Vincenz
Well-to-Wheel Life Cycle Assessment of Blending OME3-5 With Fossil Diesel
In: 9. International Conference on Fuel Science Aachen 2021-07-22 - 2021-07-24, 2021