Klein, Martin (2018) Mid- to long-term modeling of electricity market prices. 25. Workshop des Student Chapters, 2018-05-04, Köln.
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Abstract
Mid- to long-term forecasting of electricity market prices remains a challenging task. Fundamental models can readily account for the drivers of mean electricity price level movements, but often fail to capture essential short-term price curve characteristics like high volatility and negative prices. We here report a hybrid fundamental-econometric model capable of reproducing both the short-term stylized facts and the long-term overall levels of spot market prices obtained at the EEX with a high degree of accuracy, including low mean average error and reproduction of negative prices.
| Item URL in elib: | https://elib.dlr.de/121291/ | ||||||||
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| Document Type: | Conference or Workshop Item (Speech) | ||||||||
| Title: | Mid- to long-term modeling of electricity market prices | ||||||||
| Authors: |
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| Date: | 4 May 2018 | ||||||||
| Refereed publication: | No | ||||||||
| Open Access: | Yes | ||||||||
| Gold Open Access: | No | ||||||||
| In SCOPUS: | No | ||||||||
| In ISI Web of Science: | No | ||||||||
| Status: | Published | ||||||||
| Keywords: | Genetic Algorithm, Electricity Price Modeling, Market Modeling | ||||||||
| Event Title: | 25. Workshop des Student Chapters | ||||||||
| Event Location: | Köln | ||||||||
| Event Type: | Workshop | ||||||||
| Event Date: | 4 May 2018 | ||||||||
| Organizer: | Gesellschaft für Energiewissenschaft und Energiepolitik e.V. | ||||||||
| HGF - Research field: | Energy | ||||||||
| HGF - Program: | Technology, Innovation and Society | ||||||||
| HGF - Program Themes: | Renewable Energy and Material Resources for Sustainable Futures - Integrating at Different Scales | ||||||||
| DLR - Research area: | Energy | ||||||||
| DLR - Program: | E SY - Energy Systems Analysis | ||||||||
| DLR - Research theme (Project): | E - Systems Analysis and Technology Assessment (old) | ||||||||
| Location: | Stuttgart | ||||||||
| Institutes and Institutions: | Institute of Engineering Thermodynamics > Systems Analysis and Technology Assessment | ||||||||
| Deposited By: | Klein, Martin | ||||||||
| Deposited On: | 07 Sep 2018 13:58 | ||||||||
| Last Modified: | 24 Apr 2024 20:25 |
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