http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Burkardt, P. (Corresponding author)RWTH* ; Ottenwälder, T.RWTH* ; König, A.RWTH* ; Viell, J.RWTH* ; Mitsos, A.FZJ*RWTH* ; Wouters, C.RWTH* ; Marquardt, W.RWTH* ; Pischinger, S.RWTH* ; Dahmen, M.FZJ*
Toward co-optimization of renewable fuel blend production and combustion in ultra-high efficiency SI engines
International journal of engine research 24(1), 29-41 (2023) [10.1177/14680874211040995]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Leenders, L.RWTH* ; Hagedorn, D. F.RWTH* ; Djelassi, H.RWTH* ; Bardow, A.RWTH*FZJ* ; Mitsos, A. (Corresponding author)RWTH*FZJ*
Bilevel optimization for joint scheduling of production and energy systems
Optimization and engineering 24, 499-537 (2023) [10.1007/s11081-021-09694-0]2023   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Fleitmann, L. ; Gertig, C. ; Scheffczyk, J. ; Schilling, J. ; Leonhard, K.RWTH* ; Bardow, A. (Corresponding author)FZJ*RWTH*
From Molecules to Heat‐Integrated Processes: Computer‐Aided Design of Solvents and Processes Using Quantum Chemistry
Chemie - Ingenieur - Technik 95(3), 368-380 (2023) [10.1002/cite.202200098]2023   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Rittig, J. G.RWTH* ; Ritzert, M. ; Schweidtmann, A. M. ; Winkler, S.RWTH* ; Weber, J. M. ; Morsch, P.RWTH* ; Heufer, K. A.RWTH* ; Grohe, M.RWTH* ; Mitsos, A.FZJ*RWTH* ; Dahmen, M. (Corresponding author)FZJ*
Graph machine learning for design of high‐octane fuels
AIChE journal 69(4), e17971 (2023) [10.1002/aic.17971]2023   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Fleitmann, L.RWTH* ; Ackermann, P.RWTH* ; Schilling, J. ; Kleinekorte, J.RWTH* ; Rittig, J. G.RWTH* ; vom Lehn, F.RWTH* ; Schweidtmann, A. M.RWTH* ; Pitsch, H.RWTH* ; Leonhard, K.RWTH* ; Mitsos, A.FZJ*RWTH* ; Bardow, A.FZJ* ; Dahmen, M. (Corresponding author)FZJ*
Molecular Design of Fuels for Maximum Spark-Ignition Engine Efficiency by Combining Predictive Thermodynamics and Machine Learning
Energy & fuels 37(3), 2213–2229 (2023) [10.1021/acs.energyfuels.2c03296]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a book Sulis, S. (Corresponding author) ; Pegoraro, P. A. ; Solinas, A. V. ; Carta, D.FZJ*
Harmonic sources estimation in distribution systems
2023[Ebook] Monitoring and Control of Electrical Power Systems Using Machine Learning Techniques / Barocio Espejo, Emilio ; Segundo Sevilla, Felix Rafael ; Korba, Petr , San Diego : Elsevier, 2023, San Diego : Elsevier 1 online resource (356 pages (2023)2023 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Dinkelbach, J. (Corresponding author) ; Razik, L.FZJ* ; Mirz, M. ; Benigni, A.FZJ* ; Monti, A.
Template‐based generation of programming language specific code for smart grid modelling compliant with CIM and CGMES
The journal of engineering 2023(1), 13 (2023) [10.1049/tje2.12208]2023   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Stock, J. (Corresponding author)FZJ* ; Arjuna, F. ; Xhonneux, A.FZJ* ; Müller, D.FZJ*
Modelling of waste heat integration into an existing district heating network operating at different supply temperatures
Smart energy 10, 1-13 (2023) [10.1016/j.segy.2023.100104]2023   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Overberg, F. A.FZJ* ; Böttcher, P. (Corresponding author)FZJ* ; Witthaut, D.FZJ* ; Morgenthaler, S.
Emipy: An open-source Python-based tool to analyze industrial emissions in Europe
SoftwareX 23, 101458 (2023) [10.1016/j.softx.2023.101458]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Han, C. ; Schröder, M. ; Witthaut, D. (Corresponding author)FZJ* ; Böttcher, P. C.FZJ*
Formation of trade networks by economies of scale and product differentiation
Journal of physics / Complexity 4(2), 025006 (2023) [10.1088/2632-072X/acc91f]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Riechers, K. (Corresponding author) ; Rydin Gorjão, L. ; Hassanibesheli, F. ; Lind, P. G. ; Witthaut, D.FZJ* ; Boers, N.
Stable stadial and interstadial states of the last glacial's climate identified in a combined stable water isotope and dust record from Greenland
Earth System Dynamics 14(3), 593 - 607 (2023) [10.5194/esd-14-593-2023]2023   Files  Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings/Contribution to a book Pütz, S. (Corresponding author) ; Kruse, J.FZJ* ; Witthaut, D.FZJ* ; Hagenmeyer, V. ; Schäfer, B.
Regulatory Changes in German and Austrian Power Systems Explored with Explainable Artificial Intelligence
2023Companion Proceedings of the 14th ACM International Conference on Future Energy Systems - ACM New York, NY, USA, 2023. - ISBN 9798400702273 - doi:10.1145/3599733.3600247
e-Energy '23: The 14th ACM International Conference on Future Energy Systems, Orlando FL Orlando FL , USA, 20 Jun 2023 - 23 Jun 20232023-06-202023-06-23 ACM New York, NY, USA 26-31 (2023) [10.1145/3599733.3600247]2023   Files  Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Böttcher, P. C. (Corresponding author)FZJ* ; Gorjão, L. R. ; Witthaut, D.FZJ*
Stability bounds of droop-controlled inverters in power grid networks
IEEE access 11, 119947 - 119958 (2023) [10.1109/ACCESS.2023.3320944]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Kruse, J.FZJ* ; Cramer, E. ; Schäfer, B. ; Witthaut, D. (Corresponding author)FZJ*
Physics-Informed Machine Learning for Power Grid Frequency Modeling
PRX energy 2(4), 043003 (2023) [10.1103/PRXEnergy.2.043003]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Böttcher, P. (Corresponding author)FZJ* ; Schäfer, B. ; Kettemann, S. ; Agert, C. ; Witthaut, D.FZJ*
Local versus global stability in dynamical systems with consecutive Hopf bifurcations
Physical review research 5(3), 033139 (2023) [10.1103/PhysRevResearch.5.033139]2023   Files  Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings Ubachukwu, E. (Corresponding author)FZJ* ; Pick, J.FZJ* ; Riebesel, L.FZJ* ; Lieberenz, P.FZJ* ; Althaus, P.FZJ* ; Müller, D.FZJ* ; Xhonneux, A.FZJ*
LLEC Energy Dashboard Suite: User Engagement for Energy-Efficient Behavior using Dashboards and Gamification
2023THE 36TH INTERNATIONAL CONFERENCE ON EFFICIENCY, COST, OPTIMIZATION, SIMULATION AND ENVIRONMENTAL IMPACT OF ENERGY SYSTEMS, ECOS2023, Las Palmas de Gran CanariaLas Palmas de Gran Canaria, Spain, 25 Jun 2023 - 30 Jun 20232023-06-252023-06-30 36th, 3241-3252 (2023) [10.34734/FZJ-2024-00035]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings Stock, J. (Corresponding author)FZJ* ; Althaus, P.FZJ* ; Johnen, S.FZJ* ; Xhonneux, A.FZJ* ; Müller, D.FZJ*
Method development for lowering supply temperatures in existing buildingsusing minimal building information and demand measurement data
202318th Conference of International Building Performance Simulation Assocation (IBPSA), BS2023, ShanghaiShanghai, China, 4 Sep 2023 - 6 Sep 20232023-09-042023-09-06 18th, 486 - 493 (2023) [10.34734/FZJ-2024-00036]2023   Files  Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings Mork, M. (Corresponding author)FZJ* ; Xhonneux, A.FZJ* ; Müller, D.FZJ*
Hierarchical Distributed Model Predictive Control for Building Energy Systems
2023THE 36TH INTERNATIONAL CONFERENCE ON EFFICIENCY, COST, OPTIMIZATION, SIMULATION AND ENVIRONMENTAL IMPACT OF ENERGY SYSTEMS, ECOS2023, Las Palmas de Gran CanariaLas Palmas de Gran Canaria, Spain, 25 Jun 2023 - 30 Jun 20232023-06-252023-06-30 36th, 1-12 (2023) [10.34734/FZJ-2024-00037]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings Stock, J.FZJ* ; Berrenberg, M. ; Xhonneux, A.FZJ* ; Müller, D.FZJ*
Design and operational optimisation of a combined cooling, heating and power plant to enable waste heat integration into an existing district heating network
2023THE 36TH INTERNATIONAL CONFERENCE ON EFFICIENCY, COST, OPTIMIZATION, SIMULATION AND ENVIRONMENTAL IMPACT OF ENERGY SYSTEMS, ECOS23, Las Palmas de Gran CanariaLas Palmas de Gran Canaria, Spain, 25 Jun 2023 - 30 Jun 20232023-06-252023-06-30 36th, 1-12 (2023) [10.34734/FZJ-2024-00038]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings Pegoraro, P. A. ; Sulis, S. ; Sitzia, C. (Corresponding author)Extern*FZJ* ; Carta, D.FZJ* ; Solinas, A. V. ; Benigni, A.FZJ*
Fault Identification in Three-Phase Distribution Networks Improved by Line Parameter Estimation
20232023 IEEE 13th International Workshop on Applied Measurements for Power Systems (AMPS), BernBern, Switzerland, 27 Sep 2023 - 29 Sep 20232023-09-272023-09-29 IEEE 1-6 (2023) [10.1109/AMPS59207.2023.10297135]2023   Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings Sitzia, C. (Corresponding author)FZJ* ; Carta, D.FZJ* ; Benigni, A.FZJ* ; Pegoraro, P. A. ; Sulis, S.
Distribution Systems Line Parameter Estimation with Nodal Injection Constraints in Presence of Vehicle-to-Grid
20232023 IEEE Belgrade PowerTech, BelgradeBelgrade, Serbia, 25 Jun 2023 - 29 Jun 20232023-06-252023-06-29 IEEE 1-6 (2023) [10.1109/PowerTech55446.2023.10202955]2023   Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings Ebert, J.FZJ* ; Doncevic, D. T.FZJ* ; Kloß, R.FZJ* ; Kesselheim, S. (Corresponding author)FZJ*
Hearts Gym: Learning Reinforcement Learning as a Team Event
2023Third Teaching Machine Learning and Artificial Intelligence Workshop at ECML, GrenobleGrenoble, France, 19 Sep 2022 - 23 Sep 20222022-09-192022-09-23 PMLR 207, : 3rd ed., 16-21 (2023) [10.34734/FZJ-2024-00243]2023   Files  Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Conference Presentation (After Call) Stock, J. (Corresponding author)FZJ* ; Xhonneux, A.FZJ* ; Müller, D.FZJ*
Automated separation of existing district heating networks for the utilisation of available heat sources
2023Conference: 9th International Conference on Smart Energy Systems, SES2023, CopenhagenCopenhagen, Denmark, 22 Sep 2023 - 23 Sep 20232023-09-222023-09-23 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Mork, M.FZJ* ; Redder, F.FZJ* ; Xhonneux, A.FZJ* ; Müller, D.FZJ*
Real-world implementation and evaluation of a Model Predictive Control framework in an office space
Journal of building engineering 78, 107619 - (2023) [10.1016/j.jobe.2023.107619]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Abstract Althaus, P. (Corresponding author)FZJ* ; Hering, D. ; Johnen, S.FZJ* ; Küpper, C.FZJ* ; Lieberenz, P.FZJ* ; Mork, M.FZJ* ; Pick, J.FZJ* ; Riebesel, L.FZJ* ; Redder, F.FZJ* ; Schmülgen, M. ; Stock, J.FZJ* ; Ubachukwu, E.FZJ* ; Westphal, L.FZJ* ; Müller, D.FZJ* ; Xhonneux, A.FZJ*
Heat supply for office buildings: A research journey through different supply levels at the Campus of Forschungszentrum Jülich
2023Helmholtz Energy Conference 2023, HEC2023, KoblenzKoblenz, Germany, 12 Jun 2024 - 13 Jun 20242024-06-122024-06-13   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Conference Presentation (After Call) Althaus, P. (Corresponding author)FZJ* ; Hering, D. ; Johnen, S.FZJ* ; Küpper, C.FZJ* ; Lieberenz, P.FZJ* ; Mork, M.FZJ* ; Pick, J.FZJ* ; Riebesel, L.FZJ* ; Redder, F.FZJ* ; Schmülgen, M. ; Stock, J.FZJ* ; Ubachukwu, E.FZJ* ; Westphal, L.FZJ* ; Xhonneux, A.FZJ* ; Müller, D.FZJ*
Heat supply for office buildings: A research journey through different supply levels at the Campus of Forschungszentrum Jülich
2023Helmholtz Energy Conference 2023, HEC2023, KoblenzKoblenz, Germany, 12 Jun 2024 - 13 Jun 20242024-06-122024-06-13 [10.34734/FZJ-2024-00253]   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster (After Call) Riebesel, L. (Corresponding author)FZJ* ; Xhonneux, A.FZJ* ; Müller, D.FZJ*
Degradation-cost-aware scheduling of electric vehicle charging and discharging
2023Advanced Battery Power 2023, AachenAachen, Germany, 9 Apr 2023 - 11 Apr 20232023-04-092023-04-11 [10.34734/FZJ-2024-00254]   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Derbas, G. (Corresponding author) ; Voss, K.
Assessment of automated shading systems’ utilization and environmental performance: An experimental study
Building and environment 244, 110805 - (2023) [10.1016/j.buildenv.2023.110805]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint Hilger, H.FZJ* ; Witthaut, D.FZJ* ; Dahmen, M.FZJ* ; Gorjao, L. R. ; Trebbien, J.FZJ* ; Cramer, E. (Corresponding author)RWTH*FZJ*
Multivariate Scenario Generation of Day-Ahead Electricity Prices using Normalizing Flows
arXiv (2023) [10.48550/ARXIV.2311.14033]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Conference Presentation (After Call) Cramer, E. (Corresponding author)FZJ*RWTH* ; Mitsos, A.FZJ*RWTH* ; Dahmen, M.FZJ*
Scenario Generation for Day-Ahead Scheduling Problems Using Normalizing Flows
20232023 AIChE Annual Meeting, OrlandoOrlando, USA, 5 Nov 2023 - 10 Nov 20232023-11-052023-11-10   Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Conference Presentation (After Call) Mayfrank, D.FZJ*RWTH* ; Mitsos, A.FZJ*RWTH* ; Dahmen, M. (Corresponding author)FZJ*
End-to-End Reinforcement Learning of Koopman Models for Economic Model Predictive Control
20232023 AIChE Annual Meeting, OrlandoOrlando, USA, 5 Nov 2023 - 10 Nov 20232023-11-052023-11-10 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Conference Presentation (After Call) Velioglu, M.FZJ* ; Mitsos, A.FZJ* ; Dahmen, M. (Corresponding author)FZJ*
Physics-Informed Neural Networks (PINNs) for Modeling Dynamic Processes Based on Limited Physical Knowledge and Data
20232023 AIChE Annual Meeting, OrlandoOrlando, USA, 5 Nov 2023 - 10 Nov 20232023-11-052023-11-10 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Germscheid, S.FZJ*RWTH* ; Röben, F.FZJ*RWTH* ; Sun, H.FZJ*RWTH* ; Bardow, A.FZJ* ; Mitsos, A.FZJ*RWTH* ; Dahmen, M. (Corresponding author)FZJ*
Demand response scheduling of copper production under short-term electricity price uncertainty
Computers & chemical engineering 178, 108394 - (2023) [10.1016/j.compchemeng.2023.108394]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Cramer, E.FZJ*RWTH* ; Witthaut, D.FZJ* ; Mitsos, A.FZJ*RWTH* ; Dahmen, M. (Corresponding author)FZJ*
Multivariate probabilistic forecasting of intraday electricity prices using normalizing flows
Applied energy 346, 121370 - (2023) [10.1016/j.apenergy.2023.121370]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint Mayfrank, D.FZJ*RWTH* ; Mitsos, A.FZJ*RWTH* ; Dahmen, M. (Corresponding author)FZJ*
End-to-End Reinforcement Learning of Koopman Models for Economic Nonlinear Model Predictive Control
arXiv (2023) [10.48550/ARXIV.2308.01674]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Baader, F. (Corresponding author)FZJ*RWTH* ; Althaus, P.FZJ*RWTH* ; Bardow, A.FZJ* ; Dahmen, M.FZJ*
Demand response for flat nonlinear MIMO processes using dynamic ramping constraints
Computers & chemical engineering 172, 108171 - (2023) [10.1016/j.compchemeng.2023.108171]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Schweidtmann, A. M.RWTH* ; Rittig, J. G.RWTH* ; Weber, J. ; Grohe, M.RWTH* ; Dahmen, M.FZJ* ; Leonhard, K.RWTH* ; Mitsos, A. (Corresponding author)FZJ*RWTH*
Physical pooling functions in graph neural networks for molecular property prediction
Computers & chemical engineering 172, 108202 - (2023) [10.1016/j.compchemeng.2023.108202]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Rittig, J. G.RWTH* ; Ben Hicham, K.RWTH* ; Schweidtmann, A. M. ; Dahmen, M.FZJ* ; Mitsos, A. (Corresponding author)FZJ*RWTH*
Graph neural networks for temperature-dependent activity coefficient prediction of solutes in ionic liquids
Computers & chemical engineering 171, 108153 - (2023) [10.1016/j.compchemeng.2023.108153]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article - Online First Papadimitriou, C.RWTH* ; Varelmann, T.RWTH* ; Schröder, C.RWTH* ; Jupke, A.RWTH* ; Mitsos, A. (Corresponding author)FZJ*RWTH*
Globally optimal scheduling of an electrochemical process via data-driven dynamic modeling and wavelet-based adaptive grid refinement
Optimization and engineering -, - (2023) [10.1007/s11081-023-09860-6]2023 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint Dörner, S. ; Kinzl, M. ; Mitsos, A.FZJ*RWTH* ; Bongartz, D. (Corresponding author)
Dynamic lumped cell-level model of chemical membrane degradation in PEM electrolysis: Impact of pressure and time dependence
[10.1149/osf.io/ea8qm]   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint Schulze, J. C.RWTH* ; Doncevic, D.FZJ*RWTH* ; Erwes, N.RWTH* ; Mitsos, A. (Corresponding author)FZJ*RWTH*
Data-Driven Model Reduction and Nonlinear Model Predictive Control of an Air Separation Unit by Applied Koopman Theory
arXiv (2023) [10.48550/ARXIV.2309.05386]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint Mucci, S.RWTH* ; Mitsos, A.FZJ*RWTH* ; Bongartz, D. (Corresponding author)
Cost-Optimal Power-to-Methanol: Flexible Operation or Intermediate Storage?
arXiv (2023) [10.48550/ARXIV.2305.18338]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Sass, S.RWTH* ; Tsoukalas, A. ; Bell, I. H. ; Bongartz, D. ; Najman, J.RWTH* ; Mitsos, A. (Corresponding author)FZJ*RWTH*
Towards global parameter estimation exploiting reduced data sets
Optimization methods & software 38(6), 1129 - 1141 (2023) [10.1080/10556788.2023.2205645]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Mucci, S.RWTH* ; Mitsos, A.FZJ*RWTH* ; Bongartz, D. (Corresponding author)RWTH*
Power-to-X processes based on PEM water electrolyzers: A review of process integration and flexible operation
Computers & chemical engineering 175, 108260 - (2023) [10.1016/j.compchemeng.2023.108260]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint Ziegler, A. L.RWTH* ; Ullmann, L.RWTH* ; Boßmann, M.RWTH* ; Stein, K. L.RWTH* ; Liebal, U. W.RWTH* ; Mitsos, A.FZJ*RWTH* ; Blank, L. M. (Corresponding author)RWTH*
Itaconic acid production by co-feeding of Ustilago maydis : a combined approach of experimental data, design of experiments and metabolic modeling
[10.1101/2023.10.13.562154] BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Ziegler, A. L.RWTH* ; Grütering, C.RWTH* ; Poduschnick, L.RWTH* ; Mitsos, A.FZJ*RWTH* ; Blank, L. M. (Corresponding author)RWTH*
Co-feeding enhances the yield of methyl ketones
Journal of industrial microbiology & biotechnology 50(1), kuad029 (2023) [10.1093/jimb/kuad029]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Rittig, J. G.RWTH* ; Felton, K. C. ; Lapkin, A. A. ; Mitsos, A. (Corresponding author)FZJ*RWTH*
Gibbs–Duhem-informed neural networks for binary activity coefficient prediction
Digital discovery 2(6), 1752 - 1767 (2023) [10.1039/D3DD00103B]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Kleinekorte, J.RWTH* ; Kleppich, J. ; Fleitmann, L. ; Beckert, V.RWTH* ; Blodau, L.RWTH* ; Bardow, A. (Corresponding author)FZJ*
APPROPRIATE Life Cycle Assessment: A PRO cess-Specific, PR edictive I mpact A ssessmen T Method for Emerging Chemical Processes
ACS sustainable chemistry & engineering 11(25), 9303 - 9319 (2023) [10.1021/acssuschemeng.2c07682]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Langhorst, T. ; Winter, B. ; Roskosch, D. ; Bardow, A. (Corresponding author)FZJ*
Stoichiometry-Based Estimation of Climate Impacts of Emerging Chemical Processes: Method Benchmarking and Recommendations
ACS sustainable chemistry & engineering 11(17), 6600 - 6609 (2023) [10.1021/acssuschemeng.2c07624]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Leow, W. R. (Corresponding author) ; Völker, S.RWTH* ; Meys, R.RWTH* ; Huang, J. E. ; Jaffer, S. A. ; Bardow, A. (Corresponding author)RWTH*FZJ* ; Sargent, E. H. (Corresponding author)
Electrified hydrocarbon-to-oxygenates coupled to hydrogen evolution for efficient greenhouse gas mitigation
Nature Communications 14(1), 1954 (2023) [10.1038/s41467-023-37382-3]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Reinert, C.RWTH* ; Nolzen, N.RWTH* ; Frohmann, J.RWTH* ; Tillmanns, D.RWTH* ; Bardow, A. (Corresponding author)FZJ*RWTH*
Design of low-carbon multi-energy systems in the SecMOD framework by combining MILP optimization and life-cycle assessment
Computers & chemical engineering 172, 108176 - (2023) [10.1016/j.compchemeng.2023.108176]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint Reinert, C.RWTH* ; Nilges, B.RWTH* ; Baumgärtner, N.RWTH* ; Bardow, A. (Corresponding author)FZJ*RWTH*
This is SpArta: Rigorous Optimization of Regionally Resolved Energy Systems by Spatial Aggregation and Decomposition
arXiv (2023) [10.48550/ARXIV.2302.05222]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings Baader, F. (Corresponding author)FZJ*RWTH* ; Bardow, A.FZJ* ; Dahmen, M.FZJ*
Heuristic Dynamic Ramping Constraints for Demand Response of Processes with Internal Dynamics
2023Foundations of Computer-Aided Process Operations and Chemical Process Control (FOCAPO/CPC 2023), San Antonio, TXSan Antonio, TX, USA, 8 Jan 2023 - 12 Jan 20232023-01-082023-01-12 - (2023) [10.34734/FZJ-2024-01068]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings/Contribution to a book Rittig, J. G.RWTH* ; Schulze, J. C.RWTH* ; Henrichfreise, L.RWTH* ; Recker, S. ; Feller, R. ; Mitsos, A.FZJ*RWTH* ; Mhamdi, A. (Corresponding author)RWTH*
Parameter estimation and dynamic optimization of an industrial fed-batch reactor
202333rd European Symposium on Computer Aided Process Engineering, ESCAPE33, AthensAthens, Greece, 18 Jun 2023 - 21 Jun 20232023-06-182023-06-21 Amsterdam [u.a.] : Elsevier, Computer Aided Chemical Engineering 52, 1175 - 1180 (2023) [10.1016/B978-0-443-15274-0.50187-6]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Begall, M. J.RWTH* ; Schweidtmann, A. M.RWTH* ; Mhamdi, A.RWTH* ; Mitsos, A. (Corresponding author)FZJ*RWTH*
Geometry optimization of a continuous millireactor via CFD and Bayesian optimization
Computers & chemical engineering 171, 108140 - (2023) [10.1016/j.compchemeng.2023.108140]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article El Wajeh, M.RWTH* ; Mhamdi, A.RWTH* ; Mitsos, A. (Corresponding author)FZJ*RWTH*
Dynamic Modeling and Plantwide Control of a Production Process for Biodiesel and Glycerol
Industrial & engineering chemistry research 62(27), 10559 - 10576 (2023) [10.1021/acs.iecr.3c00934]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Erdmann, A. ; Marcellan, A. ; Stock, J.FZJ* ; Neuroth, D.FZJ*RWTH* ; Utama, C. ; Suriyah, M. ; Steinle, S. ; Müller, F. ; Hering, D. ; Francke, H. ; Gritzbach, S. ; Henke, M. ; Pflugradt, N.FZJ* ; Çakmak, H. ; Kotzur, L. ; Stolten, D.FZJ*RWTH* ; Leibfried, T. ; Müller, D.FZJ* ; Schlatmann, R. ; Xhonneux, A.FZJ* ; Hagenmeyer, V. ; Ulbrich, C. (Corresponding author)
A comparative co-simulation analysis to improve the sustainability of cogeneration-based district multi-energy systems using photovoltaics, power-to-heat, and heat storage
Energy conversion and management 291, 117226 - (2023) [10.1016/j.enconman.2023.117226]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings/Contribution to a book - Online First Trebbien, J. ; Pütz, S. ; Schäfer, B. ; Nygård, H. S. ; Gorjão, L. R. ; Witthaut, D. (Corresponding author)FZJ*
Probabilistic Forecasting of Day-Ahead Electricity Prices and their Volatility with LSTMs
20232023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE) : [Proceedings] - IEEE, 2023. - ISBN 979-8-3503-9678-2 - doi:10.1109/ISGTEUROPE56780.2023.10407112
2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE), GrenobleGrenoble, France, 23 Oct 2023 - 26 Oct 20232023-10-232023-10-26 IEEE 1 pp. (2023) [10.1109/ISGTEUROPE56780.2023.10407112]2023   Files  Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a book - Online First Zhang, D. (Editor) ; del Río Chanona, E. A. (Editor) ; Rittig, J. G.RWTH* ; Gao, Q. ; Dahmen, M.FZJ* ; Mitsos, A.FZJ*RWTH* ; Schweidtmann, A. M.
Graph Neural Networks for the Prediction of Molecular Structure–Property Relationships
2023Machine Learning and Hybrid Modelling for Reaction Engineering / Zhang, Dongda (Editor) ; : Royal Society of Chemistry, 2023, ; ISBN: 978-1-83916-563-4978-1-83916-563-4 ; doi:10.1039/9781837670178 - : Royal Society of Chemistry - (2023) [10.1039/BK9781837670178-00159]2023 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings/Contribution to a book - Online First Hagedorn, D. F.RWTH* ; Demandt, S.RWTH* ; Baader, F.FZJ* ; Reinert, C.RWTH* ; von der Aßen, N.RWTH*
DynHeat: Heat Exchanger Network Design for Batch Processes via Dynamic Optimization
202333rd European Symposium on Computer Aided Process Engineering / Hagedorn, Dörthe Franzisca ; : Elsevier, 2023, ; ISSN: 15707946 ; ISBN: 9780443152740 ; doi:10.1016/B978-0-443-15274-0.50437-6
33rd European Symposium on Computer Aided Process Engineering, AthensAthens, Greece, 18 Jun 2023 - 21 Jun 20232023-06-182023-06-21 Amsterdam [u.a.] : Elsevier, Computer Aided Chemical Engineering 52, 2747 - 2752 (2023) [10.1016/B978-0-443-15274-0.50437-6]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article - Online First Mucci, S.RWTH* ; Mitsos, A.FZJ*RWTH* ; Bongartz, D. (Corresponding author)
Cost-optimal Power-to-Methanol: Flexible operation or intermediate storage?
Journal of energy storage 72, 108614 - (2023) [10.1016/j.est.2023.108614]2023 BibTeX | EndNote: XML, Text | RIS