Published January 25, 2023
| Version 1.0
Presentation
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Clustering electricity consumption patterns at household level
Description
This repository contains:
- A notebook in R language presenting a methodology, in line with the Data Science process, for clustering electricity consumption patterns at the household level.
- Sixty files selected from the GoiEner dataset to illustrate the methodology.
Links:
- The notebook hosted here is also available on Google Colab.
- The GoiEner smart meter data can be found here.
- A 90-minute video of a detailed presentation of the notebook, with precise explanations for its follow-up, can be viewed on YouTube (Carlos Quesada, ECEMP 2022 Conference).
- A scientific paper with more information is being prepared and will be linked here when published.
Files
60 files from GoiEner dataset.zip
Files
(7.7 MB)
Name | Size | Download all |
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md5:dc708551c2d187cfd5b7d58f9d3368c7
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6.9 MB | Preview Download |
md5:a84887379d2dc16c720803ae0afdd079
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885.4 kB | Preview Download |
Additional details
Related works
- Cites
- Dataset: 10.5281/zenodo.7362094 (DOI)