[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 Toulouse (virtuel) 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: 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

[Buch, Doktorarbeit]
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]

[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]

[Buch, Doktorarbeit]
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]

[Buch, Doktorarbeit]
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

[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]

[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]

[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]

[Buch, Doktorarbeit]
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]

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

[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]

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

[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]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Schulze, Jan Christoph; Caspari, Adrian; Schäfer, Pascal; Ecker, Anna M.; Pottmann, Martin; Mhamdi, Adel; Mitsos, Alexander
Nonlinear Model Predictive Control of Air Separation Processes based on Model Reduction
In: 2020 Virtual AIChE Annual Meeting proceedings, 2021

[Buch, Doktorarbeit]
Caspari, Adrian
Optimal flexible operation of dynamic processes
In: Aachener Verfahrenstechnik Series, Process Systems Engineering 14, 2021
[DOI: 10.18154/RWTH-2021-01325]

[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]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Roh, Kosan; Bardow, André; Bongartz, Dominik; Burre, Jannik; Chung, Wonsuk; Deutz, Sarah; Han, Dongho; Heßelmann, Matthias; Kohlhaas, Yannik; König, Andrea; Lee, Jay H.; Lee, Jeehwan S.; Meys, Raoul; Völker, Simon; Wessling, Matthias; Mitsos, Alexander
Early-stage evaluation procedure for CO2 utilization technologies at low TRLs: A case study for electrochemical production of ethylene
In: 2020 Virtual AIChE Annual Meeting proceedings, 2021

[Buchbeitrag, Beitrag zu einem Tagungsband]
Karacasulu, Kaan; Jungen, Daniel; Djelassi, Hatim; Najman, Jaromil; Bongartz, Dominik; Mitsos, Alexander
Design with Equilibrium Processes Embedded: Global Optimization with Guaranteed Phase Stability
In: 2020 Virtual AIChE Annual Meeting proceedings, 2021

[Buchbeitrag, Beitrag zu einem Tagungsband]
Karacasulu, Kaan; Echtermeyer, Alexander Walter Wilhelm; Kabatnik, Christoph; Scheffczyk, Jan David; Bardow, André; Viell, Jörn; Mitsos, Alexander
Optimal Solvent Selection in Co-Solvent-Based Biomass Conversion Processes
In: 2020 Virtual AIChE Annual Meeting proceedings, 2021

[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]

[Dataset]
Janssen, Franca Alisa Laura; Mitsos, Alexander
Datenset zur Dissertation "Modellierung und Prädiktion der Mikrogelsynthese: Umsatz, Wachstum undStruktur"
, 2021
[DOI: 10.18154/RWTH-2020-09709]

[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]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Faust, Johannes Michael Magnus; Henrichfreise, Lars; Mhamdi, Adel; Mitsos, Alexander
Dynamic Optimization of an Emulsion Polymerization Process Using an Embedded Monte Carlo Model for Bimodal MWD
In: 30th European Symposium on Computer Aided Process Engineering / Edited by Sauro Pierucci, Flavio Manenti, Giulia Luisa Bozzano, Davide Manca, 1171-1176, 2020
[DOI: 10.1016/B978-0-12-823377-1.50196-8]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Schäfer, Pascal; Mitsos, Alexander
Tailored Time Grids for Nonlinear Scheduling Subject to Time-variable Electricity Prices by Wavelet-based Analysis
In: 30th European Symposium on Computer Aided Process Engineering / Edited by Sauro Pierucci, Flavio Manenti, Giulia Luisa Bozzano, Davide Manca, 1123-1128, 2020
[DOI: 10.1016/B978-0-12-823377-1.50188-9]

[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]

[Buch, Doktorarbeit]
Vaupel, Yannic
Accelerating nonlinear model predictive control through machine learning with application to automotive waste heat recovery
In: Aachener Verfahrenstechnik series - AVT.SVT - Process systems engineering 12 (2020), 2020
[DOI: 10.18154/RWTH-2021-00835]

[Doktorarbeit]
Gjerga, Enio
Modelling and analysis of large-scale models of signalling networks
, 2020
[DOI: 10.18154/RWTH-2021-00617]

[Buch, Doktorarbeit]
Schäfer, Pascal
Model-based approaches to demand side management of continuous industrial processes
In: Aachener Verfahrenstechnik 13 (2020), 2020
[DOI: 10.18154/RWTH-2021-00399]

[Fachzeitschriftenartikel]
Burre, Jannik; Bongartz, Dominik; Mitsos, Alexander
Corrigendum: "Production of Oxymethylene Dimethyl Ethers from Hydrogen and Carbon Dioxide : Part I: Modeling and Analysis for OME$_{1}$ & Part II: Modeling and Analysis for OME$_{3-5}$"
In: Industrial & engineering chemistry research, 59 (49), 21615-21616, 2020
[DOI: 10.1021/acs.iecr.0c05592]

[Buch, Doktorarbeit]
Kappatou, Chrysoula Dimitra
Dynamic optimization strategies for monoclonal antibody production
In: Aachener Verfahrenstechnik series - AVT.SVT - Process systems engineering 11 (2020), 2020
[DOI: 10.18154/RWTH-2021-00074]

[Multimedia]
Rittig, Jan Gerald; Grohe, Martin; Dahmen, Manuel; Mitsos, Alexander; Schweidtmann, Artur M.
Video Tutorial: Graph Neural Network Tool for Predicting Physico-Chemical Properties of Molecules
In: AVT-SVT Research Video 8, 2020
[DOI: 10.18154/RWTH-2020-11636]

[Fachzeitschriftenartikel, Fachzeitschriftenartikel]
Huster, Wolfgang Raphael; Huster, Wolfgang Raphael; Schweidtmann, Artur M.; Schweidtmann, Artur M.; Mitsos, Alexander; Mitsos, Alexander
Globally optimal working fluid mixture composition for geothermal power cycles
In: Energy : the international journal, 212, 118731, 2020
[DOI: 10.1016/j.energy.2020.118731]

[Multimedia]
Schweidtmann, Artur M.; Netze, Linus; Bongartz, Dominik; Mitsos, Alexander
The MeLOn toolbox : Machine Learning Models for Optimization
In: AVT-SVT Research Video 7, 2020
[DOI: 10.18154/RWTH-2020-11295]

[Fachzeitschriftenartikel]
Jung, Falco Constantin; Ksiazkiewicz, Agnieszka; Mhamdi, Adel; Pich, Andrij; Mitsos, Alexander
Model-Based Optimization of Microgel Synthesis in the μm Size Range
In: Industrial & engineering chemistry research, 59 (46), 20437-20446, 2020
[DOI: 10.1021/acs.iecr.0c04286]

[Vorlesung, Multimedia]
Schweidtmann, Artur M.
Hybrid modeling and optimization of processes
In: [AVT research video] [6], 2020
[DOI: 10.18154/RWTH-2020-10827]

[Konferenzbeitrag, Multimedia]
Schweidtmann, Artur M.; Rittig, Jan Gerald; König, Andrea; Grohe, Martin; Mitsos, Alexander; Dahmen, Manuel
Graph neural networks for prediction of fuel ignition quality
In: [AVT research video] [5], 2020
[DOI: 10.18154/RWTH-2020-10689]

[Buch, Doktorarbeit]
Najman, Jaromil
McCormick-based efficient global optimization in the space of degrees of freedom
In: Aachener Verfahrenstechnik series. Process systems engineering 7 (2020), 2020
[DOI: 10.18154/RWTH-2020-10531]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Huster, Wolfgang Raphael; Schweidtmann, Artur M.; Mitsos, Alexander
Hybrid Mechanistic Data-Driven Modeling for the Deterministic Global Optimization of a Transcritical Organic Rankine Cycle
In: 30th European Symposium on Computer Aided Process Engineering / edited by Sauro Pierucci, Flavio Manenti, Giulia Luisa Bozzano, Davide Manca, 1765-1770, 2020
[DOI: 10.1016/B978-0-12-823377-1.50295-0]