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Modeling Electricity Consumption and Production in Smart Homes using LSTM Networks Cover

Modeling Electricity Consumption and Production in Smart Homes using LSTM Networks

International Journal of Advanced Statistics and IT&C for Economics and Life Sciences
Volume 10 (2020): Issue 1 (December 2020)
By: Miroslav-Andrei Bachici and  Arpad Gellert  
Open Access
|Dec 2020

Authors

Miroslav-Andrei Bachici

miroslav.bachici@ulbsibiu.ro

Computer Science and Electrical and Electronics Engineering Department, Faculty of Engineering, “Lucian Blaga” University of Sibiu, Romania

Arpad Gellert

arpad.gellert@ulbsibiu.ro

Computer Science and Electrical and Electronics Engineering Department, Faculty of Engineering, “Lucian Blaga” University of Sibiu, Romania
DOI: https://doi.org/10.2478/ijasitels-2020-0009 | Journal eISSN: 2559-365X | Journal ISSN: 2067-354X
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Language: English
Page range: 80 - 89
Published on: Dec 24, 2020
Published by: Lucian Blaga University of Sibiu
In partnership with: Paradigm Publishing Services
Publication frequency: 2 issues per year
Keywords:
electricity prediction,
Long Short-Term Memory,
smart home,
energy management system,
photovoltaics
Related subjects:
Computer sciences,
Computer sciences, other,
Business and economics,
Mathematics and statistics for economists,
Mathematics,
Engineering,
Electrical engineering,
Fundamentals of electrical engineering,
Mathematics,
General mathematics

© 2020 Miroslav-Andrei Bachici, Arpad Gellert, published by Lucian Blaga University of Sibiu
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.

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