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.
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 language | English |
|---|---|
| Title of host publication | The 25th international conference and exhibition on electricity distribution |
| Publisher | CIRED |
| Number of pages | 5 |
| Publication status | Published - 2019 |
| Event | 25th International Conference and Exhibition on Electricity Distribution (CIRED 2019) - IFEMA, Madrid, Spain Duration: 3 Jun 2019 → 6 Jun 2019 Conference number: 25 http://www.cired2019.org |
Conference
| Conference | 25th International Conference and Exhibition on Electricity Distribution (CIRED 2019) |
|---|---|
| Abbreviated title | CIRED 2019 |
| Country/Territory | Spain |
| City | Madrid |
| Period | 3/06/19 → 6/06/19 |
| Internet address |