Neural Network-Based Solar Irradiance Forecast for Edge Computing Devices

Neural Network-Based Solar Irradiance Forecast for Edge Computing Devices

Aiming at effectively improving photovoltaic (PV) park operation and the stability of the electricity grid, the current paper addresses the design and development of a novel system achieving the short-term irradiance forecasting for the PV park area, which is the key factor for controlling the varia...

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Bibliographic Details
Main Authors: Georgios Venitourakis, Christoforos Vasilakis, Alexandros Tsagkaropoulos, Tzouma Amrou, Georgios Konstantoulakis, Panagiotis Golemis, Dionysios Reisis
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Information
Subjects:
deep learning
ConvLSTM
irradiance forecasting
edge computing
photovoltaic parks
ground-based sky images
Online Access:https://www.mdpi.com/2078-2489/14/11/617

Internet

https://www.mdpi.com/2078-2489/14/11/617

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