A Novel Approach for Day-Ahead Hourly Building-Integrated Photovoltaic Power Prediction by Using Feature Engineering and Simple Weather Forecasting Service

A Novel Approach for Day-Ahead Hourly Building-Integrated Photovoltaic Power Prediction by Using Feature Engineering and Simple Weather Forecasting Service

Although the accuracy of short-term prediction of building-integrated photovoltaics is essential to making an optimal decision on the management of the generated electricity, the weather forecasting service in many countries provides insufficient features for improving the prediction accuracy of the...

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Bibliographic Details
Main Authors: Jinhwa Jeong, Dongkyu Lee, Young Tae Chae
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Energies
Subjects:
building-integrated photovoltaic (BIIPV)
short-term prediction
feature engineering
weather forecasting service
sensitivity analysis
artificial neural network (ANN)
Online Access:https://www.mdpi.com/1996-1073/16/22/7477

Internet

https://www.mdpi.com/1996-1073/16/22/7477

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