Prediction of Energy Production Level in Large PV Plants through AUTO-Encoder Based Neural-Network (AUTO-NN) with Restricted Boltzmann Feature Extraction

Prediction of Energy Production Level in Large PV Plants through AUTO-Encoder Based Neural-Network (AUTO-NN) with Restricted Boltzmann Feature Extraction

In general, reliable PV generation prediction is required to increase complete control quality and avoid potential damage. Accurate forecasting of direct solar radiation trends in PV power production could limit the influence of uncertainties on photovoltaics, enhance organizational dependability, a...

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Bibliographic Details
Main Authors: Ganapathy Ramesh, Jaganathan Logeshwaran, Thangavel Kiruthiga, Jaime Lloret
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Future Internet
Subjects:
energy generation
prediction
photovoltaic plants
feature extraction
neural network
Online Access:https://www.mdpi.com/1999-5903/15/2/46

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https://www.mdpi.com/1999-5903/15/2/46

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