[Fachzeitschriftenartikel]
Karacasulu, Kaan; Echtermeyer, Alexander Walter Wilhelm; Kabatnik, Christoph; Scheffczyk, Jan; Bardow, André; Viell, Jörn; Mitsos, Alexander
Optimally designed solvent system for lignocellulosic biomass conversion supported by property predictions
In: Sustainable energy & fuels, x, 10.1039.D2SE00187J, 2022
[DOI: 10.1039/D2SE00187J]

[Fachzeitschriftenartikel]
Deb, Tanmoy Kanti; Lebaz, Noureddine; Ozdemir, Mahir Sinan; Govoreanu, Ruxandra; Mhamdi, Adel; Sin, Gürkan; Sheibat-Othman, Nida
Monitoring and Modeling of Creaming in Oil-in-Water Emulsions
In: Industrial & engineering chemistry research : I & EC, 61 (13), 4638-4647, 2022
[DOI: 10.1021/acs.iecr.1c04722]

[Fachzeitschriftenartikel]
Burre, Jannik; Kabatnik, Christoph; Al-Khatib, Mohamed; Bongartz, Dominik; Jupke, Andreas; Mitsos, Alexander
Global flowsheet optimization for reductive dimethoxymethane production using data-driven thermodynamic models
In: Computers & chemical engineering, 162, 107806, 2022
[DOI: 10.1016/j.compchemeng.2022.107806]

[Fachzeitschriftenartikel]
Fahr, Steffen R.; Mitsos, Alexander; Bongartz, Dominik
Simultaneous deterministic global flowsheet optimization and heat integration: Comparison of formulations
In: Computers & chemical engineering, 162, 107790, 2022
[DOI: 10.1016/j.compchemeng.2022.107790]

[Fachzeitschriftenartikel]
Völker, Simon; Deutz, Sarah; Burre, Jannik; Bongartz, Dominik; Omari, Ahmad; Lehrheuer, Bastian; Mitsos, Alexander; Pischinger, Stefan; Bardow, André; von der Aßen, Niklas Vincenz
Blend for all or pure for few? Well-to-wheel life cycle assessment of blending electricity-based OME$_{3-5}$ with fossil diesel
In: Sustainable energy & fuels, 6 (8), 1959-1973, 2022
[DOI: 10.1039/D1SE01758F]

[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, 107781, 2022
[DOI: 10.1016/j.compchemeng.2022.107781]

[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, 2022
[DOI: 10.1007/s10898-022-01145-z]

[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; 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]
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, 2022
[DOI: 10.1007/s11081-021-09694-0]

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

[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]
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]
Ackermann, Philipp; Braun, Karsten E.; Burkardt, Patrick; Heger, Sebastian; König, Andrea; Morsch, Philipp; Lehrheuer, Bastian; Surger, Maximilian; 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, x, 1-17, 2021
[DOI: 10.1109/TITS.2021.3131298]

[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]

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

[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]

[Fachzeitschriftenartikel]
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]

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

[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]

[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]

[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, 146808742110409, 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]

[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]

[Fachzeitschriftenartikel]
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]

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

[Fachzeitschriftenartikel]
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]

[Fachzeitschriftenartikel]
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]

[Fachzeitschriftenartikel]
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]

[Fachzeitschriftenartikel]
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]

[Fachzeitschriftenartikel]
Pistikopoulos, E. N.; Barbosa-Povoa, Ana; Lee, Jay H.; Misener, Ruth; Mitsos, Alexander; Reklaitis, G. V.; Venkatasubramanian, V.; You, Fengqi; Gani, Rafiqul
Process systems engineering : The generation next?
In: Computers & chemical engineering : CACE, 147, 107252, 2021
[DOI: 10.1016/j.compchemeng.2021.107252]

[Fachzeitschriftenartikel]
Faust, Johannes Michael Magnus; Hamzehlou, Shaghayegh; Leiza, Jose R.; Asua, José M.; Mhamdi, Adel; Mitsos, Alexander
Closed-loop in-silico control of a two-stage emulsion polymerization to obtain desired particle morphologies
In: The chemical engineering journal, 414, 128808, 2021
[DOI: 10.1016/j.cej.2021.128808]

[Fachzeitschriftenartikel]
Felton, Kobi C.; Rittig, Jan Gerald; Lapkin, Alexei A.
Summit: Benchmarking Machine Learning Methods for Reaction Optimisation
In: Chemistry methods, 1 (2), 116-122, 2021
[DOI: 10.1002/cmtd.202000051]

[Fachzeitschriftenartikel]
Vaupel, Yannic; Schulze, Jan Christoph; Mhamdi, Adel; Mitsos, Alexander
Nonlinear model predictive control of organic Rankine cycles for automotive waste heat recovery : Is it worth the effort?
In: Journal of process control, 99, 19-27, 2021
[DOI: 10.1016/j.jprocont.2021.01.003]

[Fachzeitschriftenartikel]
Schulze, Jan Christoph; Caspari, Adrian; Offermanns, Christoph; Mhamdi, Adel; Mitsos, Alexander
Nonlinear Model Predictive Control of Ultra-High-Purity Air Separation Units using Transient Wave Propagation Model
In: Computers & chemical engineering, 145, 107163, 2020
[DOI: 10.1016/j.compchemeng.2020.107163]

[Fachzeitschriftenartikel]
Echtermeyer, Alexander Walter Wilhelm; Marks, Caroline; Mitsos, Alexander; Viell, Jörn
EXPRESS: Inline Raman Spectroscopy and Indirect Hard Modeling for Concentration Monitoring of Dissociated Acid Species
In: Applied spectroscopy, 75 (5), 506-519, 2020
[DOI: 10.1177/0003702820973275]

[Fachzeitschriftenartikel]
Bremen, Andreas Michael; Ploch, Tobias Michael; Mhamdi, Adel; Mitsos, Alexander
A Mechanistic Model of Direct Forsterite Carbonation
In: The chemical engineering journal, 404, 126480, 2020
[DOI: 10.1016/j.cej.2020.126480]

[Beitrag zu einem Tagungsband, Fachzeitschriftenartikel]
Doncevic, Danimir T.; Schweidtmann, Artur M.; Vaupel, Yannic; Schäfer, Pascal; Caspari, Adrian; Mitsos, Alexander
Deterministic Global Nonlinear Model Predictive Control with Neural Networks Embedded
In: IFAC-PapersOnLine, 53 (2), 5273-5278, 2020
[DOI: 10.1016/j.ifacol.2020.12.1207]

[Fachzeitschriftenartikel]
Nöth, Maximilian Wolfgang Stefan; Gau, Elisabeth; Jung, Falco Constantin; Davari, Mehdi D.; El-Awaad, Islam; Pich, Andrij; Schwaneberg, Ulrich
Biocatalytic microgels (μ-Gelzymes) : synthesis, concepts, and emerging applications
In: Green chemistry : GC, 22 (23), 8183-8209, 2020
[DOI: 10.1039/D0GC03229H]