Short-Term Solar Power Forecasting Using Genetic Algorithms: An Application Using South African Data

Short-Term Solar Power Forecasting Using Genetic Algorithms: An Application Using South African Data

Renewable energy forecasts are critical to renewable energy grids and backup plans, operational plans, and short-term power purchases. This paper focused on short-term forecasting of high-frequency global horizontal irradiance data from one of South Africa’s radiometric stations. The aim of the stud...

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Bibliographic Details
Main Authors: Mamphaga Ratshilengo, Caston Sigauke, Alphonce Bere
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Applied Sciences
Subjects:
Giacommini–White test
global horizontal irradiance
genetic algorithm
Lasso
machine learning
Murphy diagram
Online Access:https://www.mdpi.com/2076-3417/11/9/4214

Internet

https://www.mdpi.com/2076-3417/11/9/4214

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