Short-term load forecasting on MV/LV transformer level

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Paper number

559

Working Group Number

Conference name

CIRED 2019

Conference date

3-6 June 2019

Conference location

Madrid, Spain

Peer-reviewed

Yes

Short title

Convener

Authors

Fonteijn, Rik, Eindhoven University of Technology, Netherlands
Castelijns, Thomas, Enexis Netbeheer, Netherlands
Grond, Marinus, Enexis Netbeheer, Netherlands
Nguyen, Phuong Hong, TU Eindhoven, Netherlands
Morren, Johan, Eindhoven University of Technology / Enexis Netbeheer, Netherlands
Slootweg, Han, Eindhoven University of Technology / Enexis Netbeheer, Netherlands

Abstract

Distribution system operators (DSOs) are installing increasing amounts of measurement equipment in the distribution networks. The measurements provide the DSOs insights in the challenges distributed energy resources bring to the network. The next step is to utilise the data generated from the field measurements. This paper will introduce a practical implementation of a short-term load forecast for residential loads on medium-to-low voltage level. As this forecast is applied in a congestion management setting, the error over time is visualised, and the model is optimised for the moment at which the congestions are expected. The practical implementation of the forecasting algorithm is part of the Dutch demonstrator of the Horizon 2020 InterFlex project.

Table of content

Keywords

Publisher

AIM

Date

2019-06-03

Permanent link to this record

https://cired-repository.org/handle/20.500.12455/65
http://dx.doi.org/10.34890/135

ISSN

2032-9644

ISBN

978-2-9602415-0-1