Energy disaggregation using Machine Learning

Nowadays, we are surrounded by electric appliances. Either at home by the washing machine, kettle, or oven, or work by the computer, cellphone, or printer. Such devices help us daily, but their popularization increased the energy consumption to concerning values. In an attempt to reduce energy consu...

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Bibliographic Details
Main Author: Teixeira, Rafael Gonçalves (author)
Format: masterThesis
Language:eng
Published: 2022
Subjects:
Non-intrusive load monitoring
NILM
NIALM
Convolutional neural networks
Recurrent neural networks
Multilayer perceptron
Residual network
Transfer learning
Online Access:http://hdl.handle.net/10773/33657
Country:Portugal
Oai:oai:ria.ua.pt:10773/33657

Internet

http://hdl.handle.net/10773/33657

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