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Probabilistic Forecasting of Day-Ahead Electricity Prices and their Volatility with LSTMs

  • Published:2023-10-23 Issue: Volume:322 Page:1-5
  • ISSN:
  • Container-title:2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)
  • language:
  • Short-container-title:

Author:

Trebbien Julius1,Pütz Sebastian2,Schäfer Benjamin2,Nygård Heidi S.3,Gorjão Leonardo Rydin3,Witthaut Dirk1

Affiliation:

1. Institute of Energy and Climate Research (IEK-10) Forschungszentrum Jülich,Jülich,Germany

2. Institute for Automation and Applied Informatics Karlsruhe Institute of Technology Eggenstein-Leopoldshafen,Germany

3. Norwegian University of Life Sciences,Faculty of Science and Technology,Ås,Norway

Funder

Helmholtz Association

Deutsche Forschungsgemeinschaft

Publisher

IEEE

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Multivariate scenario generation of day-ahead electricity prices using normalizing flows;Applied Energy;2024-08

2. A black-box adversarial attack on demand side management;Computers & Chemical Engineering;2024-07

3. Patterns and correlations in European electricity prices;Chaos: An Interdisciplinary Journal of Nonlinear Science;2024-07-01
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