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Are standard load profiles suitable for modern electricity grid models?

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. 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/
Document Type:Conference or Workshop Item (Speech)
Title:Are standard load profiles suitable for modern electricity grid models?
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iD
Peters, DorotheeDorothee.Peters (at) dlr.dehttps://orcid.org/0000-0003-0084-2112
Völker, Rasmusrasmus.voelker (at) dlr.deUNSPECIFIED
Schuldt, Frankfrank.schuldt (at) dlr.dehttps://orcid.org/0000-0002-4196-2025
von Maydell, KarstenKarsten.Maydell (at) dlr.dehttps://orcid.org/0000-0003-0966-5810
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
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:20 Oct 2020 11:21

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