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March 29, 2026Energy Science & EngineeringOpen Access

Optimized Parameter Extraction in Triple Diode Solar PV Models Using Kookaburra‐based Dwarf Mongoose Approach

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Authors

CGChappani Sankaran Sundar GaneshCKC. KumarTST. S. Sivakumaran

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Overview

This research presents a novel approach to optimize parameters in solar PV models, enhancing efficiency in energy production.

Key Points

  • This research aims to improve the performance of photovoltaic systems through accurate parameter extraction techniques.
  • Developed a hybrid optimization algorithm called Kookaburra-based Dwarf Mongoose (KO-DM)
  • Applied the KO-DM algorithm to a triple-diode model for solar PV modules
  • Evaluated performance using datasets at 25°C and 45°C under 1000 W/m²
  • Demonstrated superior performance compared to traditional methods
  • Achieved rapid convergence to global optimum
  • Showed capability to efficiently solve complex nonlinear parameters

Cite This Study

Ganesh et al. (2026) studied this question.

synapsesocial.com/papers/69c8c3bdde0f0f753b39ec63https://doi.org/10.1002/ese3.70516
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