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Peters, Dorothee and Völker, Rasmus and Schuldt, Frank and von Maydell, Karsten (2020) Are standard load profiles suitable for modern electricity grid models? In: 2020 17th International Conference on the European Energy Market, pp. 1-6. Institute of Electrical and Electronics Engineers. 2020 17th International Conference on the European Energy Market (EEM), 16.-18. Sep. 2020, Stockholm, Sweden and online. doi: 10.1109/eem49802.2020.9221967. ISBN 978-1-7281-6919-4. ISSN 2165-4093.
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Official URL: https://ieeexplore.ieee.org/document/9221967
Abstract
Demand data is as necessary for energy system analysis as generation data and grid information. When it comes to time series analysis, load profiles are required. In Germany standard load profiles (SLPs) are widely used by network operators and electricity grid modelers. Multiple research and also business offers show that advanced techniques can improve forecasted small consumers loads. Hence, our contribution reviews SLPs and suggested improvements along with other available data. In a case study for a rural region in north-west Germany, assumed load profiles of a grid model are compared to real demand derived measurement data. Additionally, available forecasted and realised power of SLP customers by the distribution system operator are evaluated. The creation of a regional synthetic load profile from this data using a simple approach improved relative root mean square error by approx. 10 compared to usage of SLPs.
| Item URL in elib: | https://elib.dlr.de/136760/ | ||||||||||||||||||||
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| Document Type: | Conference or Workshop Item (Speech) | ||||||||||||||||||||
| Title: | Are standard load profiles suitable for modern electricity grid models? | ||||||||||||||||||||
| Authors: |
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| Date: | 13 October 2020 | ||||||||||||||||||||
| Journal or Publication Title: | 2020 17th International Conference on the European Energy Market | ||||||||||||||||||||
| Refereed publication: | Yes | ||||||||||||||||||||
| Open Access: | No | ||||||||||||||||||||
| Gold Open Access: | No | ||||||||||||||||||||
| In SCOPUS: | No | ||||||||||||||||||||
| In ISI Web of Science: | No | ||||||||||||||||||||
| DOI: | 10.1109/eem49802.2020.9221967 | ||||||||||||||||||||
| Page Range: | pp. 1-6 | ||||||||||||||||||||
| Publisher: | Institute of Electrical and Electronics Engineers | ||||||||||||||||||||
| ISSN: | 2165-4093 | ||||||||||||||||||||
| ISBN: | 978-1-7281-6919-4 | ||||||||||||||||||||
| Status: | Published | ||||||||||||||||||||
| Keywords: | load profiles;load forecasting;electricity grid models | ||||||||||||||||||||
| Event Title: | 2020 17th International Conference on the European Energy Market (EEM) | ||||||||||||||||||||
| Event Location: | Stockholm, Sweden and online | ||||||||||||||||||||
| Event Type: | international Conference | ||||||||||||||||||||
| Event Dates: | 16.-18. Sep. 2020 | ||||||||||||||||||||
| Organizer: | KTH Royal Institute of Technology | ||||||||||||||||||||
| 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 - Energy Systems Technology (old) | ||||||||||||||||||||
| Location: | Oldenburg | ||||||||||||||||||||
| Institutes and Institutions: | Institute of Networked Energy Systems > Energy System Technology | ||||||||||||||||||||
| Deposited By: | Peters, Dorothee | ||||||||||||||||||||
| Deposited On: | 20 Oct 2020 11:21 | ||||||||||||||||||||
| Last Modified: | 11 Jul 2023 11:02 |
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