Deep Learning-Assisted Short-Term Load Forecasting for Sustainable Management of Energy in Microgrid

Deep Learning-Assisted Short-Term Load Forecasting for Sustainable Management of Energy in Microgrid

Nowadays, supplying demand load and maintaining sustainable energy are important issues that have created many challenges in power systems. In these types of problems, short-term load forecasting has been proposed as one of the management and energy supply modes in power systems. In this paper, afte...

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Bibliographic Details
Main Authors: Arash Moradzadeh, Hamed Moayyed, Sahar Zakeri, Behnam Mohammadi-Ivatloo, A. Pedro Aguiar
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Inventions
Subjects:
energy management
microgrid
residential and commercial loads
short-term load forecasting
deep learning
bidirectional long short-term memory (Bi-LSTM)
Online Access:https://www.mdpi.com/2411-5134/6/1/15

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https://www.mdpi.com/2411-5134/6/1/15

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