Harnessing Deep Learning for Enhanced MPPT in Solar PV Systems: An LSTM Approach Using Real-World Data

Harnessing Deep Learning for Enhanced MPPT in Solar PV Systems: An LSTM Approach Using Real-World Data

Maximum Power Point Tracking (MPPT) is essential for maximizing the efficiency of solar photovoltaic (PV) systems. While numerous MPPT methods exist, practical implementations often lean towards conventional techniques due to their simplicity. However, these traditional methods can struggle with rap...

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Bibliographic Details
Main Authors: Bappa Roy, Shuma Adhikari, Subir Datta, Kharibam Jilenkumari Devi, Aribam Deleena Devi, Taha Selim Ustun
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Electricity
Subjects:
maximum power point tracking
long short-term memory network
photovoltaic system
OPAL-RT simulator
Online Access:https://www.mdpi.com/2673-4826/5/4/42
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