Institute of Climate and Energy Systems (ICE)

Energiesystemtechnik (ICE-1)

Publikationen 2025

Journal Article Ackermann, P.RWTH* ; Auer, B.RWTH* ; Burkardt, P.RWTH* ; Lehrheuer, B.RWTH* ; Morsch, P.FZJ* ; Heufer, K. A.RWTH* ; Pischinger, S.RWTH* ; Mitsos, A.FZJ*RWTH* ; Dahmen, M. (Corresponding author)FZJ*
Computational Co-optimization of Fuel and Spark-Ignition Engine
Energy & fuels 39(8), 4079 - 4093 (2025) [10.1021/acs.energyfuels.4c04775]2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Contribution to a conference proceedings Albanese, M. (Corresponding author)FZJ* ; Carta, D.FZJ* ; Löhnert, U.FZJ* ; Benigni, A.FZJ*
Assessing the Impact of Ground-Based Cloud Observations on Photovoltaic Generation Forecast
2025IECON 2025 – 51st Annual Conference of the IEEE Industrial Electronics Society, IECON 2025, MadridMadrid, Spain, 14 Oct 2025 - 17 Oct 20252025-10-142025-10-17 IEEE 1-6 (2025) [10.1109/IECON58223.2025.11221083]2025 Fulltext BibTeX | EndNote: XML, Text | RIS

Contribution to a conference proceedings Bieker, M. (Corresponding author) ; Pesch, T.FZJ* ; Benigni, A.FZJ*
Large-Scale Offshore Transmission Network Expansion Planning using a Genetic Algorithm
20252025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe), VallettaValletta, Malta, 20 Oct 2025 - 23 Oct 20252025-10-202025-10-23 IEEE 1-5 (2025) [10.1109/ISGTEurope64741.2025.11305495]2025 Files BibTeX | EndNote: XML, Text | RIS

Journal Article Brozos, C.RWTH* ; Rittig, J. G.RWTH* ; Akanny, E. ; Bhattacharya, S. ; Kohlmann, C. ; Mitsos, A. (Corresponding author)FZJ*RWTH*
Predicting the temperature-dependent CMC of surfactant mixtures with graph neural networks
Computers & chemical engineering 198, 109085 - (2025) [10.1016/j.compchemeng.2025.109085]2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Contribution to a conference proceedings Buechel, M. (Corresponding author)FZJ* ; Zimmer, M.FZJ* ; Carta, D.FZJ* ; Benigni, A.FZJ*
Distribution Grid Voltage Estimation by Correlated Gaussian Processes
20252025 IEEE 15th International Workshop on Applied Measurements for Power Systems (AMPS), BucharestBucharest, Romania, 24 Sep 2025 - 26 Sep 20252025-09-242025-09-26 IEEE 1-6 (2025) [10.1109/AMPS66841.2025.11219969]2025 Fulltext BibTeX | EndNote: XML, Text | RIS

Report Candellari, N. (Corresponding author) ; Nemček, P. ; Carta, D.FZJ* ; Rakhshani, E. ; Gümrükcü, E. ; Martino, A. ; Matos, P.
D5.2 – Report on Software Tools Integration and Test Execution Across the Pilot Sites
Zenodo 121p. (2025) [10.5281/ZENODO.17063127]2025 Fulltext BibTeX | EndNote: XML, Text | RIS

Report Carta, D. (Corresponding author)FZJ* ; Rakhshani, E. ; Gümrükcü, E. ; Candellari, N. (Project Member) ; Martino, A. (Project Member) ; Matos, P. (Project Member) ; Lucas, A. (Project Member)
D5.3 – Report on evaluation of use cases and KPIs evaluation
Zenodo 71 p. (2025) [10.5281/ZENODO.17965070]2025 Fulltext BibTeX | EndNote: XML, Text | RIS

Contribution to a conference proceedings Charan Dande, C. S. (Corresponding author)RWTH* ; Rakhshani, E. ; Gümrükcü, E. ; Gil, A. A.RWTH* ; Manuel, N.RWTH* ; Carta, D.FZJ* ; Lucas, A. ; Benigni, A.FZJ* ; Monti, A.RWTH*
Introduction of Legacy Protocol Converter as an Interoperability Software
20252025 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC), ValenciaValencia, Spain, 16 Jun 2025 - 19 Jun 20252025-06-162025-06-19 IEEE 1-9 (2025) [10.1109/ICE/ITMC65658.2025.11106664]2025 BibTeX | EndNote: XML, Text | RIS

Journal Article Dande, C. S. C. (Corresponding author)RWTH* ; Carta, D.FZJ* ; Gümrükcü, E.Extern* ; Rakhshani, E.Extern* ; Acosta Gil, A.RWTH* ; Manuel, N.RWTH* ; Lucas, A.Extern* ; Benigni, A.FZJ* ; Monti, A.RWTH*
An IEEE 2030.5-Based Legacy Protocol Converter for Interoperable DER Integration
IEEE access 13, 214889 - 214903 (2025) [10.1109/ACCESS.2025.3646592]2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Journal Article De Din, E. (Corresponding author)FZJ* ; Liu, D.FZJ* ; Carta, D.FZJ* ; Benigni, A.FZJ*
Controller Hardware-in-the-Loop Testing of a Multi-Timescale Control Architecture for Multi-Energy Systems
IEEE journal of emerging and selected topics in industrial electronics 6(2), 499-510 (2025) [10.1109/JESTIE.2025.3546680]2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Contribution to a conference proceedings/Contribution to a book De Din, E. (Corresponding author)FZJ* ; Carta, D.FZJ* ; Benigni, A.FZJ*
Coordinated Voltage Control in Distribution Grids Leveraging Local Flexibility and Direct Control of a Large Battery Storage
20252025 International Conference on Clean Electrical Power (ICCEP) : [Proceedings] - IEEE, 2025. - ISBN 979-8-3315-1053-4 - doi:10.1109/ICCEP65222.2025.11143642
2025 International Conference on Clean Electrical Power (ICCEP), VillasimiusVillasimius, Italy, 24 Jun 2025 - 26 Jun 20252025-06-242025-06-26 IEEE 530-535 (2025) [10.1109/ICCEP65222.2025.11143642]2025 Files BibTeX | EndNote: XML, Text | RIS

Journal Article Derbas, G. (Corresponding author)FZJ* ; Xhonneux, A.FZJ* ; Müller, D.FZJ*
Assessment of a cloud-based heating controller: Impact on user behaviour, comfort, and perceived control
Building and environment 283, 113345 - (2025) [10.1016/j.buildenv.2025.113345]2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Contribution to a conference proceedings Dibos, S. (Corresponding author)FZJ* ; Pesch, T.FZJ* ; Benigni, A.FZJ*
Electrolyzer and Heat Pump Operation Utilizing Flexible Heating Network Temperatures under Power Grid Constraints
20252025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe), VallettaValletta, Malta, 20 Oct 2025 - 23 Oct 20252025-10-202025-10-23 IEEE 1-5 (2025) [10.1109/ISGTEurope64741.2025.11305567]2025 Files BibTeX | EndNote: XML, Text | RIS

Journal Article Dörner, S.RWTH* ; Paduch, J. ; Plath, C.RWTH* ; Wessling, M.RWTH* ; Mitsos, A.FZJ*RWTH* ; Bongartz, D. (Corresponding author)
Multi-species ion exchange model with competitive adsorption for iron removal in PEM water electrolysis
Process safety and environmental protection 222, 325 - 339 (2025) [10.1016/j.cherd.2025.09.009]2025 Embargoed OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Journal Article Dörner, S.RWTH* ; 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
Industrial & engineering chemistry research 64(52), 24982 - 24993 (2025) [10.1021/acs.iecr.5c03864]2025 Files BibTeX | EndNote: XML, Text | RIS

Journal Article Fritz, J. M. (Corresponding author)FZJ* ; Riebesel, L. ; Xhonneux, A.FZJ* ; Müller, D.FZJ*
MASSIVE: A scalable framework for agent-based scheduling of micro-grids using market mechanisms
Energy informatics 8(1), 101 (2025) [10.1186/s42162-025-00558-w]2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Preprint Georgiou, A. ; Jungen, D.RWTH* ; Kaven, L.RWTH* ; Hunstig, V.RWTH* ; Frangakis, C. ; Kevrekidis, I. ; Mitsos, A. (Corresponding author)FZJ*RWTH*
Deterministic Global Optimization of the Acquisition Function in Bayesian Optimization: To Do or Not To Do?
arXiv (2025) [10.48550/ARXIV.2503.03625]2025 BibTeX | EndNote: XML, Text | RIS

Contribution to a conference proceedings Glücker, P. (Corresponding author)FZJ* ; Mhanna, S. ; Pesch, T.FZJ* ; Mancarella, P. ; Benigni, A.FZJ*
Optimal Design of Local Multi-Energy Systems: Impact of Reactive Power Provision
20252025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe), VallettaValletta, Malta, 20 Oct 2025 - 23 Oct 20252025-10-202025-10-23 IEEE 1-5 (2025) [10.1109/ISGTEurope64741.2025.11305385]2025 Files BibTeX | EndNote: XML, Text | RIS

Journal Article Glücker, P. (Corresponding author)FZJ* ; Mhanna, S. ; Pesch, T.FZJ* ; Benigni, A.FZJ* ; Mancarella, P.
Quantification of electrical system flexibility by local multi-energy systems: Impact of the system design and component interdependencies
Applied energy 397, 126342 - (2025) [10.1016/j.apenergy.2025.126342]2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Report Gümrükcü, E. (Corresponding author) ; Rakhshani, E. ; Garcia, D. ; Carta, D.FZJ* ; Candellari, N. ; Dande, C. S. C. ; Lucas, A.
D3.2 – Report on the Software Tool Integration with the Selected Devices
Zenodo 43 p. (2025) [10.5281/ZENODO.17075581]2025 Fulltext BibTeX | EndNote: XML, Text | RIS

Journal Article Hartmann, C.FZJ* ; Zhang, J.FZJ* ; Gonzalez Cazala, C. D.FZJ* ; Pesch, T.FZJ* ; Michielsen, K.FZJ* ; Benigini, A.
Quantum Annealing based Power Grid Partitioning for Parallel Simulation
IEEE transactions on power systems 40(6), 4958 - 4970 (2025) [10.1109/TPWRS.2025.3578243]2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Contribution to a book Hoffmann, S.FZJ* ; Wirtz, M.FZJ* ; Xhonneux, A.FZJ*
Kompendium Nachhaltige Bauwerke - Hochbauten: Iintegral entwickeln, realisieren, nutzen, modernisierenBest Practice in der Nachhaltigkeit: Forschungszentrum Jülich
2025Kompendium Nachhaltige Bauwerke - Hochbauten / Diederichs, Claus Jürgen (Editor) ; Wiesbaden : Springer Fachmedien Wiesbaden, 2025, ; ISBN: 978-3-658-46580-3 ; doi:10.1007/978-3-658-46580-3 Wiesbaden : Springer Fachmedien Wiesbaden 1-10 (2025)2025 Fulltext BibTeX | EndNote: XML, Text | RIS

Journal Article/Contribution to a conference proceedings Huang, H. (B)FZJ* ; Fernengel, N. ; Xhonneux, A.FZJ* ; Holtwerth, A. ; Hehemann, M.FZJ* ; Hoppe, E.FZJ* ; Waczowicz, S. ; Förderer, K. ; Hagenmeyer, V. ; Müller, D.FZJ*
Towards ICT-Enabled Multi-agent Based Operations in Local Energy Communities: A Proof of Concept
2025Nordic Energy Informatics Academy Conference 2025, EIA Nordic 2025, StockholmStockholm, Sweden, 20 Aug 2026 - 22 Aug 20262026-08-202026-08-22 Energy informatics (2025) [10.34734/FZJ-2026-01379]2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Abstract Huang, H. (Corresponding author)FZJ* ; Hernengel, N. ; Xhonneux, A.FZJ* ; Holtwerth, A.FZJ* ; Hehemann, M.FZJ* ; Hoppe, E.FZJ* ; Waczowicz, S. ; Förderer, K. ; Hagenmeyer, V. ; Müller, D.FZJ*
Towards ICT-Enabled Multi-Agent based Operations in Local Energy Communities: A Proof of Concept
2025Nordic Energy Informatics Academy Conference (Nordic EIA 2025), StockholmStockholm, Sweden, 20 Aug 2025 - 22 Aug 20252025-08-202025-08-22 BibTeX | EndNote: XML, Text | RIS

Conference Presentation (Other) Huang, H. (Corresponding author)FZJ* ; Fernengel, N. ; Xhonneux, A.FZJ* ; Holtwerth, A.FZJ* ; Hehemann, M.FZJ* ; Hoppe, E.FZJ* ; Waczowicz, S. ; Förderer, K. ; Hagenmeyer, V. ; Müller, D.FZJ*
Towards ICT-Enabled Multi-Agent based Operations in Local Energy Communities: A Proof of Concept
2025Nordic Energy Informatics Academy Conference (Nordic EIA 2025), StockholmStockholm, Sweden, 20 Aug 2025 - 22 Aug 20252025-08-202025-08-22 BibTeX | EndNote: XML, Text | RIS

Journal Article Javaid, M. b.RWTH* ; Gervens, T.RWTH* ; Mitsos, A.FZJ*RWTH* ; Grohe, M.RWTH* ; Rittig, J. G. (Corresponding author)RWTH*
Exploring data augmentation: Multi-task methods for molecular property prediction
Computers & chemical engineering 201, 109253 - (2025) [10.1016/j.compchemeng.2025.109253]2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Report Johansen ; Vaa, M. 1. O. i. (Contact person) ; Tabandeh, M. ; Söderblom, S. O. i. ; Harris, H. ; Pearce, P. ; Luo, J. O. i. ; Tucker, Y. ; Vedurmudi, D. O. i. ; Iturrate-Garcia, A. P. O. i. ; Zaidan, M. O. i. ; Davidovic, M. A. O. i. ; Holtwerth, A. ; Stock, J.FZJ* ; Xhonneux, A.FZJ* ; Kok, A. O. i. ; Dijk, G. O. i. v. ; Pires, M. ; Sousa, C. ; , , João A.
Guidelines for data quality, measurement uncertainty, and traceability in sensor networks
68 p. (2025) [10.34734/FZJ-2026-01377]2025 OpenAccess Files Fulltext BibTeX | EndNote: XML, Text | RIS

Journal Article - Online First Johnen, S.FZJ* ; Althaus, P.FZJ* ; Stock, J.FZJ* ; Xhonneux, A.FZJ* ; Müller, D.FZJ*
Data-driven approach on estimating the minimum required supply temperature for building heating systems: method development, extended application evaluation and sensitivity analysis
Journal of building performance simulation 20, 1 - 15 (2025) [10.1080/19401493.2025.2493868]2025 Files BibTeX | EndNote: XML, Text | RIS

Journal Article Kistinger, D. ; Titz, M.FZJ* ; Böttcher, P. C.FZJ* ; Schaub, M. T. ; Venghaus, S.FZJ*RWTH* ; Witthaut, D. (Corresponding author)FZJ*
Revealing drivers of green technology adoption through explainable Artificial Intelligence
Advances in applied energy 20, 100242 - (2025) [10.1016/j.adapen.2025.100242]2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Report La Franca, M. ; Lucas, A. ; Carta, D.FZJ* ; Candellari, N. (Corresponding author) ; Martino, A.
D4.2 - Service provision based on connected data spaces report
Zenodo 39 p. (2025) [10.5281/ZENODO.17053951]2025 Fulltext BibTeX | EndNote: XML, Text | RIS

Journal Article Langiu, M.RWTH*FZJ* ; Dahmen, M.FZJ* ; Bongartz, D. ; Mitsos, A. (Corresponding author)FZJ*RWTH*
MUSE-BB: a decomposition algorithm for nonconvex two-stage problems using strong multisection branching
Journal of global optimization 92, 837-888 (2025) [10.1007/s10898-025-01489-2]2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Contribution to a conference proceedings Li, C. (Corresponding author)FZJ* ; Carta, D.FZJ* ; Benigni, A.FZJ*
Laguerre-Based MPC for Real-Time V2G Operation in Distribution Networks
20252025 IEEE Kiel PowerTech, KielKiel, Germany, 29 Jun 2025 - 3 Jul 20252025-06-292025-07-03 IEEE 1-6 (2025) [10.1109/PowerTech59965.2025.11180516]2025 Fulltext BibTeX | EndNote: XML, Text | RIS

Journal Article Li, C. (Corresponding author)FZJ* ; Carta, D.FZJ* ; Benigni, A.FZJ*
EV Charging Station Placement Considering V2G and Human Factors in Multi-Energy Systems
IEEE transactions on smart grid 16(1), 529-540 (2025) [10.1109/TSG.2024.3424530]2025 Files BibTeX | EndNote: XML, Text | RIS

Journal Article Lu, Y.FZJ* ; Pesch, T.FZJ* ; Benigni, A.FZJ* ; Sulimro, A. I.
Fast and Scalable Dynamic Gas Network Modeling and Simulation Framework with Gas Composition Tracking
IEEE access 13, 104220 - 104232 (2025) [10.1109/ACCESS.2025.3579340]2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Journal Article Lüthje, J. T.RWTH* ; Perrey, K. ; Schießer, Y. ; Bulan, A. ; Mitsos, A. (Corresponding author)FZJ*RWTH*
Deterministic Global Optimization of Mechanical Vapor Recompression for Brine Concentration in Chlor-Alkali Electrolysis
Industrial & engineering chemistry research 64(44), 21183 - 21195 (2025) [10.1021/acs.iecr.5c02189]2025 Embargoed OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Journal Article Mayer, P. ; Hartmann, C.FZJ* ; Cramer, E. ; Dahmen, M.FZJ* ; Witthaut, D. (Corresponding author)FZJ*
Probabilistic Prediction of the Area Control Error Using Normalizing Flows
ACM SIGEnergy energy informatics review 5(3), 66 - 76 (2025) [10.1145/3777518.3777524]2025 Files BibTeX | EndNote: XML, Text | RIS

Contribution to a conference proceedings/Contribution to a book Mayfrank, D.FZJ*RWTH* ; Ahn, N. Y.FZJ* ; Mitsos, A.FZJ*RWTH* ; Dahmen, M. (Corresponding author)FZJ*
Task-optimal data-driven surrogate models for eNMPC via differentiable simulation and optimization
202514th IFAC Symposium on Dynamics and Control of Process Systems, including Biosystems DYCOPS 2025, BratislavaBratislava, Slovakia, 16 Jun 2025 - 19 Jun 20252025-06-162025-06-19 München [u.a.] : Elsevier, IFAC-PapersOnLine 59(6), 43 - 48 (2025) [10.1016/j.ifacol.2025.07.119]2025 BibTeX | EndNote: XML, Text | RIS

Journal Article Mayfrank, D.FZJ*RWTH* ; Velioglu, M.FZJ*RWTH* ; Mitsos, A.FZJ*RWTH* ; Dahmen, M. (Corresponding author)FZJ*
Sample-efficient reinforcement learning of Koopman eNMPC
Computers & chemical engineering 201, 109240 - (2025) [10.1016/j.compchemeng.2025.109240]2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Journal Article Mucci, S.RWTH* ; Stumm, M.-D.RWTH* ; Rix, M. J.RWTH* ; Mitsos, A. (Corresponding author)FZJ*RWTH*
Model-based evaluation of ammonia energy storage concepts at high technological readiness level
Applied energy 377, 124495 - (2025) [10.1016/j.apenergy.2024.124495]2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Journal Article Mürtz, S. D. ; Ebeling, K. M. ; Lemkamp, H. ; Kuckelkorn, C. ; Bongartz, D. ; Mitsos, A.FZJ* ; Palkovits, R. (Corresponding author)FZJ*
Glycerol Electro-Oxidation via Solketal: Industrially Viable?
ACS sustainable chemistry & engineering 13(50), 21380 - 21393 (2025) [10.1021/acssuschemeng.5c03896]2025 Files BibTeX | EndNote: XML, Text | RIS

Journal Article Nevolianis, T.RWTH* ; Rittig, J. G.RWTH* ; Mitsos, A.FZJ*RWTH* ; Leonhard, K. (Corresponding author)RWTH*
Multi-fidelity graph neural networks for predicting toluene/water partition coefficients
Journal of cheminformatics 17(1), 123 (2025) [10.1186/s13321-025-01057-6]2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Journal Article Ojeda, A.FZJ*RWTH* ; Mitsos, A.FZJ*RWTH* ; Dahmen, M. (Corresponding author)FZJ*
Retrofitting Ordinary Portland cement production for reduced greenhouse gas emissions
Computers & chemical engineering 201, 109200 - (2025) [10.1016/j.compchemeng.2025.109200]2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Journal Article Panofen, M.RWTH* ; Lang, L.RWTH* ; Viell, J.RWTH* ; Dahmen, M.FZJ* ; Mitsos, A. (Corresponding author)FZJ*RWTH*
Energy and Process Network Flux Analysis: Optimization-Based Assessment of Sustainable Chemical Production Pathways
Industrial & engineering chemistry research 64(14), 7489 - 7506 (2025) [10.1021/acs.iecr.4c04896]2025 BibTeX | EndNote: XML, Text | RIS

Journal Article Papadimitriou, C.RWTH* ; Baldea, M. ; Mitsos, A. (Corresponding author)FZJ*RWTH*
Dynamic Scheduling: A Comparison of High-Fidelity Models with Local Optimization versus Surrogate Models with Global Optimization
Industrial & engineering chemistry research 64(45), 21641 - 21657 (2025) [10.1021/acs.iecr.5c02705]2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Journal Article Papadimitriou, C.RWTH* ; Schulze, J. C.RWTH* ; Mitsos, A. (Corresponding author)FZJ*RWTH*
A practical scenario generation method for electricity prices on day-ahead and intraday spot markets
Computers & chemical engineering 199, 109118 - (2025) [10.1016/j.compchemeng.2025.109118]2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Contribution to a conference proceedings Pasella, M. (Corresponding author) ; Benigni, A.FZJ* ; Cannas, B. ; Carta, D.FZJ* ; Muscas, C. ; Pegoraro, P. A. ; Pisano, F. ; Sitzia, C.
Impact of Pseudo-Measurements Generation on Distribution System State Estimation
20252025 IEEE 15th International Workshop on Applied Measurements for Power Systems (AMPS), BucharestBucharest, Romania, 24 Sep 2025 - 26 Sep 20252025-09-242025-09-26 IEEE 1-6 (2025) [10.1109/AMPS66841.2025.11219956]2025 Fulltext BibTeX | EndNote: XML, Text | RIS

Preprint Pavšek, J.RWTH* ; Mitsos, A.FZJ*RWTH* ; Dahmen, M.FZJ* ; Tan, T. X.RWTH* ; Rittig, J. G. (Corresponding author)RWTH*
DeepEOSNet: Capturing the dependency on thermodynamic state in property prediction tasks
arXiv (2025) [10.48550/ARXIV.2509.17018]2025 BibTeX | EndNote: XML, Text | RIS

Journal Article Pegoraro, P. A. (Corresponding author) ; Sitzia, C. ; Solinas, A. V. ; Sulis, S. ; Carta, D.FZJ* ; Benigni, A.FZJ*
Improved Fault Detection and Location Method in Three-Phase Distribution Networks Leveraging Traceable PMU Measurements
IEEE transactions on instrumentation and measurement 74, 1 - 12 (2025) [10.1109/TIM.2025.3561427]2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Journal Article Perdomo, F. A. ; Jackson, G. ; Mitsos, A.FZJ*RWTH* ; Galindo, A. ; Adjiman, C. S. (Corresponding author)
Phase stability criteria and fluid-phase equilibria in strong-electrolyte systems
Computers & chemical engineering 194, 108977 - (2025) [10.1016/j.compchemeng.2024.108977]2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Journal Article Pirnay, J. ; Rittig, J. G.RWTH* ; Wolf, A. B. ; Grohe, M.RWTH* ; Burger, J. ; Mitsos, A.FZJ*RWTH* ; Grimm, D. G. (Corresponding author)
GraphXForm: graph transformer for computer-aided molecular design
Digital discovery 4(4), 1052 - 1065 (2025) [10.1039/D4DD00339J]2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Journal Article Prokopou, G. I.RWTH* ; Faust, J. M. M.RWTH* ; Mitsos, A.FZJ*RWTH* ; Bongartz, D. (Corresponding author)
Cost-optimal design and operation of hydrogen refueling stations with mechanical and electrochemical hydrogen compressors
Computers & chemical engineering 192, 108862 - (2025) [10.1016/j.compchemeng.2024.108862]2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Journal Article Pyschik, J. F.RWTH* ; Ebeling, K. M.RWTH* ; Prokopou, G. I.RWTH* ; Rix, M. J.RWTH* ; Seidenberg, J. R.RWTH* ; Kleiner, M.RWTH* ; Leitl, M.RWTH* ; Mitsos, A.FZJ*RWTH* ; Bongartz, D. (Corresponding author)
eCherry: A Modelica Library for Modular Dynamic Modelling of Electrochemical Reactors
Electrochemical science advances 5(5), e202400030 (2025) [10.1002/elsa.202400030]2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Report Rakhshani, E. (Corresponding author) ; Garcia, D. (Project Member) ; Gümrükcü, E. ; Carta, D.FZJ* ; Candellari, N. (Project Member) ; Lucas, A. ; Matos, P. (Project Member) ; Nithin, M.
D3.3 – Report on the Software Tool Integration with the Selected Platforms
Zenodo 60p. (2025) [10.5281/ZENODO.17751845]2025 Fulltext BibTeX | EndNote: XML, Text | RIS

Journal Article Redder, F. (Corresponding author)FZJ* ; Althaus, P.FZJ* ; Ubachukwu, E.FZJ* ; Mork, M. ; Johnen, S.FZJ* ; Küpper, C.FZJ* ; Lieberenz, P.FZJ* ; Oden, M. ; Westphal, L.FZJ* ; Storek, T. ; Xhonneux, A.FZJ* ; Müller, D.FZJ*
Information and Communication Technologies (ICT) for the intelligent operation of building energy systems: design, implementation and evaluation in a living lab
Energy informatics 8(1), 77 (2025) [10.1186/s42162-025-00536-2]2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Journal Article Riechers, K. ; Morr, A. (Corresponding author) ; Lehnertz, K. ; Lind, P. G. ; Boers, N. ; Witthaut, D.FZJ* ; Gorjão, L. R.
Discontinuous stochastic forcing in Greenland ice core data
Climate dynamics 63(12), 465 (2025) [10.1007/s00382-025-07880-9]2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Preprint Rittig, J. G.RWTH* ; Dahmen, M.FZJ* ; Grohe, M.RWTH* ; Schwaller, P. ; Mitsos, A. (Corresponding author)FZJ*RWTH*
Molecular Machine Learning in Chemical Process Design
arXiv (2025) [10.48550/ARXIV.2508.20527]2025 BibTeX | EndNote: XML, Text | RIS

Journal Article Rix, M. J.RWTH* ; Mitsos, A. (Corresponding author)FZJ*RWTH*
Early-stage techno-economic evaluation of electrochemical nitrogen reduction to ammonia based on catalyst performance
Electrochimica acta 523, 145893 - (2025) [10.1016/j.electacta.2025.145893]2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Journal Article Rydin Gorjão, L. (Corresponding author) ; Maritz, J. M. ; Schäfer, B. ; Witthaut, D.FZJ*
Fluctuations and Control: Understanding the Frequency of Power Grids
Europhysics news 56(5), 17 - 20 (2025) [10.1051/epn/2025510]2025 Files BibTeX | EndNote: XML, Text | RIS

Journal Article Sass, S.RWTH* ; Mitsos, A. (Corresponding author)FZJ*RWTH*
Obscured by terminology: Hidden parallels in direct methods for open-loop optimal control
Journal of process control 154, 103513 - (2025) [10.1016/j.jprocont.2025.103513]2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Journal Article Sass, S.RWTH* ; Mitsos, A.FZJ*RWTH* ; Nikolov, N. I.RWTH* ; Tsoukalas, A. (Corresponding author)
Out-of-sample estimation for a branch-and-bound algorithm with growing datasets
Journal of global optimization 92(3), 615 - 642 (2025) [10.1007/s10898-025-01514-4]2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Preprint Schulze, J. C.RWTH* ; Mitsos, A. (Corresponding author)FZJ*RWTH*
Nonlinear Model Order Reduction of Dynamical Systems in Process Engineering: Review and Comparison
arXiv (2025) [10.48550/ARXIV.2506.12819]2025 BibTeX | EndNote: XML, Text | RIS

Journal Article Schulze, J. C.RWTH* ; Papadimitriou, C.RWTH* ; Kolmer, P.RWTH* ; Mitsos, A. (Corresponding author)FZJ*RWTH*
An integrated scheduling and control scheme with two economic layers for demand side management of chemical processes
AIChE journal 71(6), e18731 (2025) [10.1002/aic.18731]2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Journal Article Seidenberg, J. R. ; Gohlke, C. ; Diebold, R. ; Seidl, V. ; Mechler, A. K.FZJ*RWTH* ; Mitsos, A.FZJ* ; Bongartz, D. (Corresponding author)
Bayesian Optimization of Electrode Conditioning of Ni(‐Fe) Electrodes for the Alkaline Oxygen Evolution Reaction
ChemElectroChem 12(24), e202500284 (2025) [10.1002/celc.202500284]2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Journal Article Seidenberg, J. R.RWTH* ; Mitsos, A.FZJ*RWTH* ; Bongartz, D. (Corresponding author)
Interpreting Concentration and Activation Overpotentials in Electrochemical Systems: A Critical Discussion
Journal of the Electrochemical Society 172(4), 043506 - (2025) [10.1149/1945-7111/adc76c]2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Dataset Seidenberg, R.RWTH* ; Gohlke, C.RWTH* ; Diebold, R.RWTH* ; Seidl, V.RWTH* ; Mechler, A.FZJ*RWTH* ; Mitsos, A.FZJ*RWTH* ; Bongartz, D.
Dataset for Publication: Bayesian Optimization of Electrode Conditioning of Ni(-Fe) Electrodes for the Alkaline Oxygen Evolution Reaction
Zenodo (2025) [10.5281/ZENODO.15877928]2025 BibTeX | EndNote: XML, Text | RIS

Contribution to a conference proceedings/Contribution to a book Titz, M.FZJ* ; Witthaut, D. (Corresponding author)FZJ*
A Data-Driven Analysis of Unscheduled Flows in the European Power System
2025Energy Informatics. EIA Nordic 2025
Nordic Energy Informatics Academy Conference, StockholmStockholm, Sweden, 20 Aug 2025 - 22 Aug 20252025-08-202025-08-22 Cham : Springer Nature Switzerland, Lecture Notes in Computer Science 16096, 237 - 253 (2025) [10.1007/978-3-032-03098-6_16]2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Journal Article Ubachukwu, E. (Corresponding author)FZJ* ; Pick, J.FZJ* ; Riebesel, L. ; Lieberenz, P.FZJ* ; Althaus, P.FZJ* ; Xhonneux, A.FZJ* ; Müller, D.FZJ*
User engagement for thermal energy-efficient behavior in office buildings using dashboards and gamification
Applied thermal engineering 266, 125598 - (2025) [10.1016/j.applthermaleng.2025.125598]2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Book/Dissertation / PhD Thesis Ubachukwu, E.FZJ*
Improving Energy Efficiency of Public Buildings by Influencing Occupant Behaviour using Dashboards and Gamification
Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek, Verlag, Schriften des Forschungszentrums Jülich Reihe Energie & Umwelt / Energy & Environment 671, xxi, 191 (2025) [10.34734/FZJ-2025-03460]2025 = Dissertation, RWTH Aachen University, 2025 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Journal Article Velioglu, M.FZJ* ; Zhai, S.RWTH* ; Rupprecht, S.FZJ* ; Mitsos, A.FZJ*RWTH* ; Jupke, A.FZJ*RWTH* ; Dahmen, M. (Corresponding author)FZJ*
Physics-informed neural networks for dynamic process operations with limited physical knowledge and data
Computers & chemical engineering 192, 108899 - (2025) [10.1016/j.compchemeng.2024.108899]2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Conference Presentation (After Call) Wenzel, M. (Corresponding author)FZJ* ; De Din, E.FZJ* ; Benigni, A.FZJ*
Stochastic Tube Model Predictive Control of Medium Voltage Grids with Distributed Resources
20252025 IEEE Kiel PowerTech, KielKiel, Germany, 29 Jun 2025 - 3 Jul 20252025-06-292025-07-03 [10.1109/PowerTech59965.2025.11180238] Fulltext BibTeX | EndNote: XML, Text | RIS

Journal Article Wenzel, M. (Corresponding author)FZJ* ; De Din, E.FZJ* ; Zimmer, M.FZJ* ; Benigni, A.FZJ*
Gaussian Process Supported Stochastic MPC for Distribution Grids
IEEE open journal of control systems 4, 332-348 (2025) [10.1109/OJCSYS.2025.3601836]2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Contribution to a conference proceedings/Contribution to a book Westerbeck, N. (Corresponding author) ; van Dijk, J. ; Viebahn, J. ; Merz, C. ; Witthaut, D.FZJ*
Accelerated DC loadflow solver for topology optimization
20252025 IEEE Kiel PowerTech
2025 IEEE Kiel PowerTech, KielKiel, Germany, 29 Jun 2025 - 3 Jul 20252025-06-292025-07-03 IEEE 1-8 (2025) [10.1109/PowerTech59965.2025.11180422]2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Contribution to a conference proceedings Zambrano, H. H. N. (Corresponding author) ; Benigni, A.FZJ* ; Lazzari, R. ; Piegari, L.
A Forecast-Driven Energy Management Methodology for Microgrids under Seasonal Variability
20252025 International Conference on Clean Electrical Power (ICCEP), VillasimiusVillasimius, Italy, 24 Jun 2025 - 26 Jun 20252025-06-242025-06-26 IEEE 1108-1114 (2025) [10.1109/ICCEP65222.2025.11143761]2025 Fulltext BibTeX | EndNote: XML, Text | RIS

Preprint Zhang, H. ; Kerkenhoff, T.FZJ* ; Kichler, N.RWTH* ; Dahmen, M.FZJ* ; Mitsos, A.FZJ*RWTH* ; Naumann, U.RWTH* ; Bongartz, D. (Corresponding author)
Accelerating Deterministic Global Optimization via GPU-parallel Interval Arithmetic
arXiv (2025) [10.48550/ARXIV.2507.20769]2025 BibTeX | EndNote: XML, Text | RIS

Contribution to a conference proceedings Zimmer, M. (Corresponding author)FZJ* ; De Din, E.FZJ* ; Carta, D.FZJ* ; Benigni, A.FZJ*
Power Electronics Parameter Estimation by Physics-Informed Gaussian Processes
2025IECON 2025 – 51st Annual Conference of the IEEE Industrial Electronics Society, MadridMadrid, Spain, 14 Oct 2025 - 17 Oct 20252025-10-142025-10-17 IEEE 1-6 (2025) [10.1109/IECON58223.2025.11221137]2025 Fulltext BibTeX | EndNote: XML, Text | RIS

Journal Article Zimmer, M. (Corresponding author)FZJ* ; Buechel, M.FZJ* ; Redder, F.FZJ* ; Mork, M.FZJ* ; Pesch, T.FZJ* ; Xhonneux, A.FZJ* ; Müller, D.FZJ* ; Benigni, A.FZJ*
Digital Twins for Building Pseudo-Measurements
IEEE transactions on instrumentation and measurement 74, 2504510 (2025) [10.1109/TIM.2025.3527590]2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Journal Article - Online First Zingler, A.RWTH* ; Mitsos, A. (Corresponding author)FZJ*RWTH*
Derivative-enhanced lower-Bounding in adaptive discretization for the global solution of semi-infinite optimization problems
Optimization -, 1 - 34 (2025) [10.1080/02331934.2025.2571756]2025 BibTeX | EndNote: XML, Text | RIS

Journal Article Zingler, A.RWTH* ; Lipow, A. W.RWTH* ; Mitsos, A. (Corresponding author)FZJ*RWTH*
Discretization algorithms for generalized semi-infinite programs with coupling equality constraints under local solution stability
Journal of global optimization 93, 27-61 (2025) [10.1007/s10898-025-01515-3]2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Journal Article Zingler, A.RWTH* ; Fliscounakis, S. ; Panciatici, P. ; Mitsos, A. (Corresponding author)FZJ*RWTH*
Optimizing flexibility in power systems by maximizing the region of manageable uncertainties
Optimization and engineering 26, 1725-1747 (2025) [10.1007/s11081-025-09958-z]2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Letzte Änderung: 21.10.2025