Research output per year
Research output per year
- 13 results
Search results
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2026
Machine Learning for Exact Time Series Aggregation in Generation Expansion Planning with Energy Storage
Rybka, J., Santosuosso, L., Klatzer, T. F. & Wogrin, S., 2026, arXiv, 6 p.Research output: Working paper › Preprint
Open Access -
NPAP: Network Partitioning and Aggregation Package for Python
Arnaiz Montero, M. A., Stöckl, B., Werner, Y. M. & Wogrin, S., 12 May 2026, (Submitted) In: Journal of Open Source Software. 198Research output: Contribution to journal › Article › peer-review
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Towards exact temporal aggregation of time-coupled energy storage models via active constraint set identification and machine learning
Klatzer, T. F., Cardona Vasquez, D., Santosuosso, L. & Wogrin, S., 13 Jul 2026.Research output: Contribution to conference › Paper › peer-review
Open Access -
Unlocking the Informational Value of Marginal Costs for Exact Time Series Aggregation in Generation Expansion Planning
Santosuosso, L. & Wogrin, S., 22 May 2026, arXiv, 7 p.Research output: Working paper › Preprint
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Voltage-Aware Grid Aggregation: Expanding the European High-Voltage Network
Stöckl, B., Arnaiz Montero, M. A., Wogrin, S. & Werner, Y. M., 10 Jul 2026, 2026 22nd International Conference on the European Energy Market, EEM 2026. Trondheim, Norway: IEEE, (International Conference on the European Energy Market, EEM).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
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2025
Congestion-Sensitive Grid Aggregation for DC Optimal Power Flow
Stöckl, B., Werner, Y. & Wogrin, S., 6 Oct 2025, 2025 IEEE Kiel PowerTech, PowerTech 2025. IEEE, (2025 IEEE Kiel PowerTech, PowerTech 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
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Disaggregation of energy system optimization models using machine learning for identification of active constraints
Cardona Vasquez, D., Konrad, A. M., Werner, Y. M. & Wogrin, S., Sept 2025, In: Sustainable Energy, Grids and Networks. 43, 12 p., 101772.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Optimal Virtual Power Plant Investment Planning via Time Series Aggregation with Bounded Error
Santosuosso, L. & Wogrin, S., 28 Apr 2025, arXiv.Research output: Working paper › Preprint
Open Access -
Towards Exact Temporal Aggregation of Time-Coupled Energy Storage Models via Active Constraint Set Identification and Machine Learning
Klatzer, T., Cardona-Vasquez, D., Santosuosso, L. & Wogrin, S., 16 Oct 2025, arXiv, 8 p.Research output: Working paper › Preprint
File -
Towards time series aggregation with exact error quantification for optimization of energy systems
Castro Gómez, B., Werner, Y. M. & Wogrin, S., 2025, 2025 21st International Conference on the European Energy Market, EEM 2025: Conference Proceedings. IEEE, (International Conference on the European Energy Market, EEM).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
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2024
Enhancing time series aggregation for power system optimization models: Incorporating network and ramping constraints
Cardona Vasquez, D., Klatzer, T. F., Klinz, B. & Wogrin, S., May 2024, In: Electric Power Systems Research. 230, 110267.Research output: Contribution to journal › Article › peer-review
Open Access -
Improving accuracy of energy system models for an efficient energy transition: basis-oriented aggregation and machine learning
Cardona Vasquez, D., Klinz, B. & Wogrin, S., Aug 2024, 45TH IAEE INTERNATIONAL CONFERENCE 25 -28 JUNE, 2024 ISTANBUL BOĞAZİÇİ UNIVERSITY: Conference Proceedings. p. 481-484 0054Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Open Access -
2023
Time Series Aggregation for Optimization: One-Size-Fits-All?
Wogrin, S., 1 May 2023, In: IEEE Transactions on Smart Grid. 14, 3, p. 2489-2492 4 p.Research output: Contribution to journal › Article › peer-review