Solar Irradiance Prediction Method for PV Power Supply System of Mobile Sprinkler Machine Using WOA-XGBoost Model

Solar Irradiance Prediction Method for PV Power Supply System of Mobile Sprinkler Machine Using WOA-XGBoost Model

Solar energy can mitigate the power supply shortage in remote regions for portable irrigation systems. The accurate prediction of solar irradiance is crucial for determining the power capacity of photovoltaic power generation (PVPG) systems for mobile sprinkler machines. In this study, a prediction...

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Bibliographic Details
Main Authors: Dan Li, Jiwei Qu, Delan Zhu, Zheyu Qin
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Machines
Subjects:
mobile sprinkler machine
electrical system
power devices
photovoltaic power generation
irradiance
optimization algorithm
Online Access:https://www.mdpi.com/2075-1702/12/11/804
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