Short-term load forecasting on MV/LV transformer level
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
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
Published in
Permanent link to this record
https://cired-repository.org/handle/20.500.12455/65
http://dx.doi.org/10.34890/135
http://dx.doi.org/10.34890/135
ISSN
2032-9644
ISBN
978-2-9602415-0-1