Short-term load forecasting on MV/LV transformer level

Rik Fonteijn, Thomas Castelijns, Marinus Grond, Phuong Nguyen, Johan Morren, Han Slootweg

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

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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.
Original languageEnglish
Title of host publicationThe 25th international conference and exhibition on electricity distribution
PublisherCIRED
Number of pages5
Publication statusPublished - 2019
Event25th International Conference and Exhibition on Electricity Distribution, (CIRED 2019) - IFEMA, Madrid, Spain
Duration: 3 Jun 20196 Jun 2019
Conference number: 25
http://www.cired2019.org

Conference

Conference25th International Conference and Exhibition on Electricity Distribution, (CIRED 2019)
Abbreviated titleCIRED 2019
CountrySpain
CityMadrid
Period3/06/196/06/19
Internet address

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