Advanced Deep Learning Based Predictive Maintenance of DC Microgrids: Correlative Analysis

This paper presents advanced frameworks for microgrid predictive maintenance by performing a comprehensive correlative analysis of advanced recurrent neural network (RNN) architectures, i.e., RNNs, Long Short-Term Memory (LSTM), and Gated Recurrent Units (GRUs) for photovoltaic (PV) based DC microgr...

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Bibliographic Details
Main Authors: M. Y. Arafat, M. J. Hossain, Li Li
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/18/6/1535
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