Parameter Identification of Solar Photovoltaic Systems Using an Augmented Subtraction-Average-Based Optimizer

نویسندگان

چکیده

Solar photovoltaic system parameter identification is crucial for effective performance management, design, and modeling of solar panel systems. This work presents the Subtraction-Average-Based Algorithm (SABA), a unique, enhanced evolutionary approach solving optimization problems. The conventional SABA works by subtracting mean searching solutions from position those in population area search. In order to increase search capabilities, this proposes an Augmented (ASABA) that incorporates method collaborative learning based on best solution. accordance with manufacturing, suggested ASABA used effectively estimate Photovoltaic (PV) characteristics two distinct PV modules, RTC France Kyocera KC200GT modules. Through adoption approach, simulation findings improve electrical outperforms regular terms efficiency effectiveness. For R.T.C system, traditional technique 90.1% 87.8 single- double-diode models, respectively. Also, systems, 99.1% 99.6 Furthermore, quantitatively superior different current algorithms.

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ژورنال

عنوان ژورنال: Eng

سال: 2023

ISSN: ['2673-4117']

DOI: https://doi.org/10.3390/eng4030103