[Journal Article]
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]

[Journal Article]
Varelmann, Tim; Otashu, Joannah I.; Seo, Kyeongjun; Lipow, Adrian W.; 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]

[Journal Article]
Ackermann, Philipp; Braun, Karsten E.; Burkardt, Patrick; Heger, Sebastian; König, Andrea; Morsch, Philipp; Lehrheuer, Bastian; Surger, Maximilian; Völker, Simon; Blank, Lars Mathias; Du, Miaomiao; Heufer, Karl Alexander; Roß-Nickoll, Martina; Viell, Jörn; Aßen, Niklas; 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]

[Journal Article]
Caspari, Adrian; Fahr, Steffen R.; Mitsos, Alexander
Optimal Eco-Routing for Hybrid Vehicles With Powertrain Model Embedded
In: IEEE transactions on intelligent transportation systems, x, 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 Münster (digital) 2021-11-22 - 2021-11-23, 2021

[Journal Article]
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]

[Journal Article]
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, 2021
[DOI: 10.1002/cite.202100114]

[Book]
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

[Contribution to a book, Journal Article]
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]

[Journal Article]
Houfani, Aicha Asma; Anders, Nico; Loogen, Judith; Heyman, Benedikt; Azzouz, Zahra; Bettache, Azzeddine; Büchs, Jochen; Benallaoua, Said
Lignocellulosic biomass degradation enzymes and characterization of cellulase and xylanase from Bosea sp. FBZP-16
In: Biomass Conversion and Biorefinery, 2021
[DOI: 10.1007/s13399-021-02044-1]

[Conference Presentation]
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

[Report]
Bank, Lukas; , Bachmann A.; , Bank L.; , Bark C.; , Bauer D.; , Blöchl B.; , Brugger M.; , Buhl H. U.; , Dietz B.; , Donnelly J.; , Friedl T.; , Halbrügge S.; , Hauck H.; , Heil J.; , Hieronymus A.; , Hinck T.; , Ilieva-König S.; , Johnzén C.; , Koch C.; , Köberlein J.; , Köse E.; , Lochner S.; , Lindner M.; , Mayer T.; Mitsos, Alexander; , Roth S.; , Sauer A.; , Scheil C.; , Schilp J.; , Schimmelpfennig J.; , Schulz J.; , Schulze J.; , Sossenheimer J.; , Strobel N.; , Tristan A.; , Vernim S.; , Wagner J.; , Wagon F.; , Weibelzahl M.; , Weigold M.; , Weissflog J.; , Wenninger S.; , Wöhl M.; , Zacharias J.; , Zäh M. F.
Energieflexibel in die Zukunft - Wie Fabriken zum Gelingen der Energiewende beitragen können
, 2021
[DOI: 10.24406/FIT-N-638765]

[Journal Article]
Marks, Caroline; Viell, Jörn
Acetosolv pretreatment of wood for biorefinery applications
In: Biomass Conversion and Biorefinery, 2021
[DOI: 10.1007/s13399-021-02023-6]

[Conference Presentation]
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: 13th European Congress of Chemical Engineering Frankfurt digital 2021-09-20 - 2021-09-23, 2021

[Contribution to a book, Journal Article]
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]

[Journal Article]
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]

[Contribution to a conference proceedings, Journal Article]
Lüthje, Jannik T.; 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]

[Journal Article]
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]

[Contribution to a book, Contribution to a conference proceedings]
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]

[Journal Article]
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]

[Poster]
Walter, Julian David; Manchanda, Ashutosh; Wolff, Michael; Borning, Maximilian Arne Walther; König, Andrea; Walter, Grit; Mitsos, Alexander; Moser, Albert
Production Potentials of Biomass- and Electricity-Based Fuels in Europe under Uncertain Resource Availabilities
In: 8. International conference Fuel Science - From Production to Propulsion Aachen, digital 2021-06-22 - 2021-06-24, 2021

[Journal Article]
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]

[Journal Article]
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, 146808742110409, 2021
[DOI: 10.1177/14680874211040995]

[Journal Article]
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

[Conference Presentation]
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

[Conference Presentation]
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

[Poster]
Walter, Julian David; Borning, Maximilian Arne Walther; Wolff, Michael; Manchanda, Ashutosh; Walther, Grit; Mitsos, Alexander; Moser, Albert
Production Potentials of Biomass- and Electricity-Based Fuels in Europe under Uncertain Resource Availabilities
In: 9th International Conference on Fuel Science Aachen 2021-06-22 - 2021-06-24, 2021

[Contribution to a book, Contribution to a conference proceedings]
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]

[Conference Presentation]
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 Toulouse (virtuel) 2021-07-07 - 2021-07-09, 2021

[Journal Article]
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]

[Journal Article]
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]

[Journal Article]
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]

[Conference Presentation]
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: 9th International Conference on Fuel Science Aachen 2021-07-22 - 2021-07-24, 2021

[Poster]
Jungen, Daniel; Hofmeister, Marius; Schmitz, Katharina; Mitsos, Alexander
Bounded-Error Optimal Experimental Design for Guaranteed Parameter Estimation for the Surface Tension of Bio-Based Fuels
In: 9. Internationale Konferenz - Fuel Science- From Production to Propulsion online 2021-06-22 - 2021-06-24, 2021

[Book, Dissertation / PhD Thesis]
Schweidtmann, Artur M.
Global optimization of processes through machine learning
In: Aachener Verfahrenstechnik Series AVT.SVT - Process Systems Engineering 18, 2021
[DOI: 10.18154/RWTH-2021-05536]

[Journal Article]
Langiu, Marco; Shu, David Yang; Baader, Florian Joseph; Hering, Dominik; Bau, Uwe; Xhonneux, André; Müller, Dirk; Bardow, André; Mitsos, Alexander; Dahmen, Manuel
COMANDO: A Next-Generation Open-Source Framework for Energy Systems Optimization
In: Computers & chemical engineering, 152, 107366, 2021
[DOI: 10.1016/j.compchemeng.2021.107366]

[Book, Dissertation / PhD Thesis]
Al-Mahri, Badr Abdulla Salem Bin Ashoor
Mechanistic modeling and experimental analysis of direct contact membrane distillation for seawater desalination
In: Berichte aus der Verfahrenstechnik, 2021
[DOI: 10.18154/RWTH-2021-05019]

[Book, Dissertation / PhD Thesis]
Janssen, Franca Alisa Laura
Modeling and prediction of microgel synthesis : conversion, growth and structure
In: Aachener Verfahrenstechnik series - AVT.SVT - Process systems engineering 15 (2021), 2021

[Journal Article]
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, 22 Seiten, 2021
[DOI: 10.1007/s11081-021-09608-0]

[Multimedia]
Faust, Johannes Michael Magnus; Schulze, Jan Christoph; Caspari, Adrian; Hannemann-Tamás, Ralf; Saß, Susanne; Mhamdi, Adel; Mitsos, Alexander
DyOS: A Software Package for Dynamic Optimization using Direct Shooting
In: [AVT-Research Video] [9], 2021
[DOI: 10.18154/RWTH-2021-04237]

[Journal Article]
Caspari, Adrian; Djelassi, Hatim; Mhamdi, Adel; Biegler, Lorenz T.; Mitsos, Alexander
Semi-infinite programming yields optimal disturbance model for offset-free nonlinear model predictive control
In: Journal of process control, 101, 35-51, 2021
[DOI: 10.1016/j.jprocont.2021.03.005]

[Book, Dissertation / PhD Thesis]
König, Andrea
Design of optimal alternative fuels and their production processes
In: Aachener Verfahrenstechnik series - AVT.SVT - Process systems engineering 17, 2021
[DOI: 10.18154/RWTH-2021-02840]

[Book, Dissertation / PhD Thesis]
Masilamani, Kannan
Framework for coupled simulation of electrodialysis processes
In: Simulation techniques in Siegen - STS 4, 2021
[DOI: 10.18154/RWTH-2021-02437]

[Journal Article]
Vaupel, Yannic; Huster, Wolfgang Raphael; Mhamdi, Adel; Mitsos, Alexander
Optimal operating policies for organic Rankine cycles for waste heat recovery under transient conditions
In: Energy : the international journal, 224, 120126, 2021
[DOI: 10.1016/j.energy.2021.120126]

[Dissertation / PhD Thesis]
Jung, Falco Constantin
Model-based synthesis of functional microgels
, 2021
[DOI: 10.18154/RWTH-2021-02166]

[Journal Article]
Djelassi, Hatim; Mitsos, Alexander
Global Solution of Semi-infinite Programs with Existence Constraints
In: Journal of optimization theory and applications, 188 (3), 863-881, 2021
[DOI: 10.1007/s10957-021-01813-2]

[Journal Article]
Najman, Jaromil; Bongartz, Dominik; Mitsos, Alexander
Linearization of McCormick relaxations and hybridization with the auxiliary variable method
In: Journal of global optimization, 80 (4), 731-756, 2021
[DOI: 10.1007/s10898-020-00977-x]