Projects
Projects as Head
Publications
2025
Demand Uncertainty in Energy Systems: Scenario Catalogs vs. Integrated Robust Optimization
Proceedings of 38th INTERNATIONAL CONFERENCE ON EFFICIENCY, COST, OPTIMIZATION, SIMULATION AND ENVIRONMENTAL IMPACT OF ENERGY SYSTEMS, 2025 (accepted for publication)
Niels Lindner, Lukas Mehl, Karolina Bartoszuk, Sarah Berendes, Janina Zittel
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Zittel, Janina, Dr.
Enhancing Multi-Energy Modeling: The Role of Mixed-Integer Optimization Decisions
The 38th International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems – ECOS 2025, 2025 (accepted for publication, preprint available as ZIB-Report 25-08)
Stephanie Riedmüller, Annika Buchholz, Janina Zittel
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arXiv
Zittel, Janina, Dr.
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arXiv
Fully Algorithmic Librarian: Large-Scale Citation Experiments
20th International Society of Scientometrics and Informetrics Conference 2025, June 23-27, 2025 | Yerevan, Armenia, 2025 (accepted for publication)
Tomasz Stompor, Janina Zittel, Thorsten Koch, Beate Rusch
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Zittel, Janina, Dr.
Leveraging Transfer Learning to Overcome Data Limitations in Czochralski Crystal Growth
Advanced Theory and Simulations, 2025 (epub ahead of print)
Milena Petkovic, Janina Zittel
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Zittel, Janina, Dr.
DOI
2024
A multi-objective optimization strategy for district heating production portfolio planning
37th International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems (ECOS 2024), pp. 764-775, 2024
Janina Zittel, Jan-Patrick Clarner, Christine Tawfik, Maxwell Dykes, Fabian Rivetta, Stephanie Riedmüller
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Zittel, Janina, Dr.
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Forecasting and modeling the dynamics of large-scale energy networks under the supply and demand balance constraint
Optimization in Green Sustainability and Ecological Transition. ODS 2023, Vol.12, AIRO Springer Series, 2024
Milena Petkovic, Janina Zittel
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Zittel, Janina, Dr.
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Long-Term Multi-Objective Optimization for Integrated Unit Commitment and Investment Planning for District Heating Networks
Operations Research Proceedings 2024, 2024 (accepted for publication, preprint available as ZIB-Report 24-09)
Stephanie Riedmüller, Fabian Rivetta, Janina Zittel
PDF (ZIB-Report)
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arXiv
Zittel, Janina, Dr.
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arXiv
Mathematical optimization based flow scenario generation for operational analysis of European gas transport networks based on open data
ZIB-Report 24-03
Inci Yueksel-Erguen, Thorsten Koch, Janina Zittel
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Zittel, Janina, Dr.
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Optimal discrete pipe sizing for tree-shaped CO2 networks
OR Spectrum, Vol.46, pp. 1163-1187, 2024 (preprint available as ZIB-Report 22-15)
Jaap Pedersen, Thi Thai Le, Thorsten Koch, Janina Zittel
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Zittel, Janina, Dr.
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Optimizing transient gas network control for challenging real-world instances using MIP-based heuristics
Open Journal of Mathematical Optimization, Vol.5, 2024 (epub ahead of print, preprint available as )
Felix Hennings, Kai Hoppmann-Baum, Janina Zittel
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arXiv
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Zittel, Janina, Dr.
arXiv
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Sensitivity analysis of the energy transition path in the Berlin-Brandenburg area to uncertainties in operational and investment costs of diverse energy production technologies
37th International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems (ECOS 2024), pp. 1339-1350, 2024
Christoph Muschner, Inci Yüksel-Ergün, Marie-Claire Gering, Karolina Bartoszuk, Sabine Haas, Janina Zittel
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Zittel, Janina, Dr.
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Warm-starting modeling to generate alternatives for energy transition paths in the Berlin-Brandenburg area
Operations Research Proceedings 2024: Selected Papers of the Annual International Conference of the German Operations Research Society (GOR), Germany, September 3-6, 2024 (OR2024), 2024 (accepted for publication, preprint available as ZIB-Report 24-08)
Niels Lindner, Karolina Bartoszuk, Srinwanti Debgupta, Marie-Claire Gering, Christoph Muschner, Janina Zittel
PDF (ZIB-Report)
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Zittel, Janina, Dr.
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2023
Beimischung von Wasserstoff zum Erdgas: Eine Kapazitätsstudie des deutschen Gasnetzes
gwf Gas + Energie, 2023
Jaap Pedersen, Klaus Spreckelsen, Uwe Gotzes, Janina Zittel, Thorsten Koch
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Zittel, Janina, Dr.
Beimischung von Wasserstoff zum Erdgas: Eine Kapazitätsstudie des deutschen Gasnetzes
3R – Fachzeitschrift für Rohrleitungssystem, pp. 70-75, 2023
Jaap Pedersen, Klaus Spreckelsen, Uwe Gotzes, Janina Zittel, Thorsten Koch
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Zittel, Janina, Dr.
Consistent flow scenario generation based on open data for operational analysis of European gas transport networks
Operations Research Proceedings 2023, 2023 (accepted for publication)
Inci Yueksel-Erguen, Thorsten Koch, Janina Zittel
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Zittel, Janina, Dr.
Evaluation of Uncertainties in Linear-Optimizing Energy System Models - Compendium
DLR-Forschungsbericht, 2023
Karl-Kien Cao, Lovis Anderson, Aileen Böhme, Thomas Breuer, Jan Buschmann, Frederick Fiand, Ulrich Frey, Benjamin Fuchs, Nils-Christian Kempe, Kai von Krbek, Wided Medjroubi, Judith Riehm, Shima Sasanpour, Sonja Simon, Charlie Vanaret, Manuel Wetzel, Mengzhu Xiao, Janina Zittel
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Zittel, Janina, Dr.
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Modeling the transition of the multimodal pan-European energy system including an integrated analysis of electricity and gas transport
Energy Systems, 2023 (epub ahead of print, preprint available as ZIB-Report 22-17)
Inci Yueksel-Erguen, Dieter Most, Lothar Wyrwoll, Carlo Schmitt, Janina Zittel
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Zittel, Janina, Dr.
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Resilient Forecasting of High-Dimensional Network Time Series in the Energy Domain: A Hybrid Approach
Operations Research Proceedings 2023, 2023 (accepted for publication)
Milena Petkovic, Janina Zittel
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Zittel, Janina, Dr.
2022
A hybrid approach for high precision prediction of gas flows
Energy Systems, Vol.13, pp. 383-408, 2022 (preprint available as ZIB-Report 19-26)
Milena Petkovic, Ying Chen, Inken Gamrath, Uwe Gotzes, Natalia Selini Hadjidimitrou, Janina Zittel, Xiaofei Xu, Thorsten Koch
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PDF (ZIB-Report)
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Zittel, Janina, Dr.
PDF (ZIB-Report)
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Blending hydrogen into natural gas: An assessment of the capacity of the German gas grid
Operations Research Proceedings 2021, pp. 182-187, 2022 (preprint available as ZIB-Report 21-21)
Jaap Pedersen, Kai Hoppmann-Baum, Janina Zittel, Thorsten Koch
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PDF (ZIB-Report)
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DOI
Zittel, Janina, Dr.
PDF (ZIB-Report)
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Network-induced Unit Commitment - A model class for investment and production portfolio planning for multi-energy systems
ZIB-Report 22-16
Jan-Patrick Clarner, Christine Tawfik, Thorsten Koch, Janina Zittel
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Zittel, Janina, Dr.
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Optimizing transient gas network control for challenging real-world instances using MIP-based heuristics
ZIB-Report 22-08
Felix Hennings, Kai Hoppmann-Baum, Janina Zittel
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Zittel, Janina, Dr.
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Statistical Analysis and Modeling for Detecting Regime Changes in Gas Nomination Time Series
Operations Research Proceedings 2021. OR 2021, pp. 188-193, Lecture Notes in Operations Research, 2022 (preprint available as ZIB-Report 21-22)
Milena Petkovic, Nazgul Zakiyeva, Janina Zittel
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Zittel, Janina, Dr.
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2021
An Optimization Approach for the Transient Control of Hydrogen Transport Networks
Mathematical Methods of Operations Research, 2021 (under review)
Kai Hoppmann-Baum, Felix Hennings, Janina Zittel, Uwe Gotzes, Eva-Maria Spreckelsen, Klaus Spreckelsen, Thorsten Koch
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Zittel, Janina, Dr.
Deep learning for spatio-temporal supply anddemand forecasting in natural gas transmission networks
Energy Science and Engineering, 2021 (epub ahead of print, preprint available as ZIB-Report 21-01)
Milena Petkovic, Thorsten Koch, Janina Zittel
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Zittel, Janina, Dr.
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Synergistic approach of multi-energy models for a European optimal energy system management tool
The Project Repository Journal, Vol.9, pp. 113-116, 2021
Sandrine Charousset-Brignol, Wim van Ackooij, Nadia Oudjane, Dominique Daniel, Slimane Noceir, Utz-Uwe Haus, Alfio Lazzaro, Antonio Frangioni, Rafael Lobato, Ali Ghezelsoflu, Niccolò Iardella, Laura Galli, Enrico Gorgone, Mauro dell’Amico, Spyros Giannelos, Alex Moreira, Goran Strbac, Stefan Borozan, Paula Falugi, Danny Pudjianto, Lothar Wyrwoll, Carlo Schmitt, Marco Franken, Daniel Beulertz, Henrik Schwaeppe, Dieter Most, Inci Yüksel-Ergün, Janina Zittel, Thorsten Koch
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Zittel, Janina, Dr.
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2020
From Natural Gas towards Hydrogen - A Feasibility Study on Current Transport Network Infrastructure and its Technical Control
ZIB-Report 20-27
Kai Hoppmann-Baum, Felix Hennings, Janina Zittel, Uwe Gotzes, Eva-Maria Spreckelsen, Klaus Spreckelsen, Thorsten Koch
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Zittel, Janina, Dr.
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Lessons learned from gas network data preprocessing
ZIB-Report 20-13
Inci Yueksel-Erguen, Janina Zittel, Ying Wang, Felix Hennings, Thorsten Koch
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PDF
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Zittel, Janina, Dr.
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Network and Storage
Mathematical Optimization for Efficient and Robust Energy Networks, Springer, 2020, ISBN: 978-3-030-57442-0
R. Schwarz, F. Lacalandra, L. Schewe, A. Bettinelli, D. Vigo, A. Bischi, T. Parriani, E. Martelli, K. Vuik, R. Lenz, H. Madsen, I. Blanco, D. Guericke, I. Yüksel-Ergün, J. Zittel
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Zittel, Janina, Dr.
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Production and Demand Management
Mathematical Optimization for Efficient and Robust Energy Networks, Springer, 2020, ISBN: 978-3-030-57442-0
M. Diekerhof, A. Monti, E. Lebedeva, A. H. Tkaczyk, I. Yüksel-Ergün, J. Zittel, L. F. Escudero, A. Soroudi, C. Helmberg, Ž. Kanovíc, M. Petkovic, F. Lacalandra, A. Frangioni, J. Lee, A. De Filippo, M. Lombardi, M. Milano, P. Ezran, Y. Haddad
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Zittel, Janina, Dr.
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