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A New Reduced Form for Real-Time Identification of PV Panels Operating Under Arbitrary Conditions

Kawtar Tifidat, Noureddine Maouhoub, Abdelaaziz Benahmida

2022International Journal of Energy Optimization and Engineering10 citationsDOIOpen Access PDF

Abstract

In this work, an efficient solution based on the reducing forms approach is presented to extract the five parameters of the single-diode model of PV generators from their I-V curves. Thus, by reducing the number of the five unknown parameters to two unknowns, the analytical expression of the current based on the LambertW function will then depend only on the ideality factor and the series resistance, as the two unknowns to predict numerically using the non-linear least square technique. The three other parameters are calculated as functions of the two predicted parameters using a linear system of three equations. Two sets of experiments are used for the validation of the proposed approach, which first showed its rapidity and high accuracy compared to the best approaches from the literature. Then, the method was applied for the real-time identification of four PV modules operating outdoors during one reference day at Cocoa (Florida).

Topics & Concepts

Identification (biology)Equivalent series resistanceSeries (stratigraphy)Function (biology)RapidityWork (physics)MathematicsSquare (algebra)Applied mathematicsExpression (computer science)Control theory (sociology)AlgorithmComputer scienceEngineeringPhysicsMechanical engineeringGeometryVoltageArtificial intelligenceElectrical engineeringControl (management)Programming languageLarge Hadron ColliderBiologyEvolutionary biologyBotanyQuantum mechanicsPaleontologyPhotovoltaic System Optimization TechniquesSolar Radiation and PhotovoltaicsSolar Thermal and Photovoltaic Systems
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