Unsupervised learning of energy signatures to identify the heating system and building type using smart meter data - Research Collection

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Author

Westermann, Paul

Schlueter, Arno

Date

2020-04-15

Type

Journal Article

Citations

Cited 34 times in Web of Science

Cited 41 times in Scopus

ETH Bibliography

yes

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Publication status

published

External links

https://doi.org/10.1016/j.apenergy.2020.114715

Journal / series

Applied Energy

Volume

264

Pages / Article No.

114715

Publisher

Elsevier

Subject

Smart meter data; Energy signatures; Unsupervised learning; Dynamic time warping; Clustering; Data mining; Machine learning

Organisational unit

03902 - Schlüter, Arno / Schlüter, Arno

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Citations

Cited 34 times in Web of Science

Cited 41 times in Scopus

ETH Bibliography

yes

Altmetrics