Pool detection from smart metering data with convolutional neural networks

Pool detection from smart metering data with convolutional neural networks

Abstract The nationwide rollout of smart meters in private households raises privacy concerns: Is it possible to extract privacy-sensitive information from a household’s power consumption? For a small sample of 869 Upper Austrian households, information about consumption-heavy amenities and househol...

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Bibliographic Details
Main Authors: Cornelia Ferner, Günther Eibl, Andreas Unterweger, Sebastian Burkhart, Stefan Wegenkittl
Format: Article
Language:English
Published: SpringerOpen 2019-09-01
Series:Energy Informatics
Subjects:
Smart metering
Convolutional neural network
Privacy
Online Access:http://link.springer.com/article/10.1186/s42162-019-0097-8

Internet

http://link.springer.com/article/10.1186/s42162-019-0097-8

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