Hauptseite > Publikationsdatenbank > A Data-Driven Analysis of Unscheduled Flows in the European Power System > print

001     1051589
005     20260116204430.0
020 _ _ |a 978-3-032-03097-9 (print)
020 _ _ |a 978-3-032-03098-6 (electronic)
024 7 _ |a 10.1007/978-3-032-03098-6_16
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024 7 _ |a 0302-9743
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024 7 _ |a 1611-3349
|2 ISSN
024 7 _ |a 10.34734/FZJ-2026-00516
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037 _ _ |a FZJ-2026-00516
100 1 _ |a Titz, Maurizio
|0 P:(DE-Juel1)184782
|b 0
111 2 _ |a Nordic Energy Informatics Academy Conference
|c Stockholm
|d 2025-08-20 - 2025-08-22
|w Sweden
245 _ _ |a A Data-Driven Analysis of Unscheduled Flows in the European Power System
260 _ _ |a Cham
|c 2025
|b Springer Nature Switzerland
295 1 0 |a Energy Informatics. EIA Nordic 2025
300 _ _ |a 237 - 253
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490 0 _ |a Lecture Notes in Computer Science
|v 16096
520 _ _ |a Cross-border electricity trading is becoming increasingly important in the European power system. Unscheduled power flows induce additional costs and may lead to congestion and impair power grid operation. In this contribution we provide a data-centric analysis of unscheduled flows in the Central European power grid. Using methods from explainable machine learning, we identify the main driving factors for unscheduled flows and quantify their impact. Unscheduled flows in the meshed part of the grid can be attributed to transit or loop flows primarily and are well described by a linear model. The performance is substantially worse for unscheduled flows on bridges, with forecast errors being the most important drivers. This performance gap is probably due to data quality issues.
536 _ _ |a 1122 - Design, Operation and Digitalization of the Future Energy Grids (POF4-112)
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588 _ _ |a Dataset connected to CrossRef Book Series, Journals: juser.fz-juelich.de
700 1 _ |a Witthaut, Dirk
|0 P:(DE-Juel1)162277
|b 1
|e Corresponding author
773 _ _ |a 10.1007/978-3-032-03098-6_16
|p 237–253
|y 2025
|v 16096
856 4 _ |u https://juser.fz-juelich.de/record/1051589/files/unscheduled_flows.pdf
|y OpenAccess
909 C O |o oai:juser.fz-juelich.de:1051589
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913 1 _ |a DE-HGF
|b Forschungsbereich Energie
|l Energiesystemdesign (ESD)
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|0 G:(DE-HGF)POF4-112
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