A Forecast-Based Load Management Approach for Commercial Buildings Demonstrated on an Integration of BEV

A Forecast-Based Load Management Approach for Commercial Buildings Demonstrated on an Integration of BEV

Load-forecasting problems have already been widely addressed with different approaches, granularities and objectives. Recent studies focused not only on deep learning methods but also on forecasting loads on single building level. This study aims to research problems and possibilities arising by usi...

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Bibliographic Details
Main Authors: Thomas Steens, Jan-Simon Telle, Benedikt Hanke, Karsten von Maydell, Carsten Agert, Gian-Luca Di Modica, Bernd Engel, Matthias Grottke
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Energies
Subjects:
time-series prediction
machine learning
LSTM
personalized standard load profiles
load management
battery electric vehicles
Online Access:https://www.mdpi.com/1996-1073/14/12/3576

Internet

https://www.mdpi.com/1996-1073/14/12/3576

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