Optimized Support Vector Regression-Based Model for Solar Power Generation Forecasting on the Basis of Online Weather Reports

Optimized Support Vector Regression-Based Model for Solar Power Generation Forecasting on the Basis of Online Weather Reports

Increasing the forecasting accuracy of photovoltaic (PV)-generated power is currently an important topic, particularly in the maintenance of the stability and reliability of modern electric grid systems. In this study, a model based on a particle swarm optimization (PSO)-optimized support vector reg...

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Bibliographic Details
Main Authors: Utpal Kumar Das, Kok Soon Tey, Mohd Yamani Idna Bin Idris, Saad Mekhilef, Mehdi Seyedmahmoudian, Alex Stojcevski, Ben Horan
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Photovoltaic output power forecasting
particle swarm optimization
support vector regression
online weather report
optimized model
Online Access:https://ieeexplore.ieee.org/document/9702145/

Internet

https://ieeexplore.ieee.org/document/9702145/

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