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Fitness-guided particle swarm optimization with adaptive Newton-Raphson for photovoltaic model parameter estimation

This study introduces a new approach for parameter optimization in the four-diode photovoltaic (PV) model, employing a Dynamic Fitness-Guided Particle Swarm Optimization (DFGPSO) algorithm and Enhanced Newton-Raphson (ENR) method. The new DFGPSO algorithm is specifically designed to address the intr...

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Bibliographic Details
Main Authors: Premkumar M., Ravichandran S., Hashim T.J.T., Sin T.C., Abbassi R.
Other Authors: 57191413142
Format: Article
Published: Elsevier Ltd 2025
Subjects:
Particle swarm optimization (PSO)
Energy
Fitness functions
Guided particle swarm optimization
Model parameter estimation
Newton-Raphson's method
Parameters estimation
Particle swarm optimization algorithm
Particle swarm optimizers
Photovoltaic model
Photovoltaics
Optimization algorithms
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