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Parameter Extraction of Triple-diode Photovoltaic Model via RIME Optimizer with Neighborhood Centroid Opposite Solution

Journal of Robotics and Control (JRC) · Vol. 5 No. 4 (2024) · hlm. 1098–1103

DOI
10.18196/jrc.v5i4.22256
ISSN
2715-5072, 2715-5056
Terbit
2024-06-11
Penerbit
Universitas Muhammadiyah Yogyakarta
Bahasa
eng

Abstrak

In this investigation, a novel application of the RIME optimizer with neighborhood centroid opposite solution is introduced to robustly estimate parameter values for an accurate photovoltaic triple-diode model. The suggested optimizer's performance is rigorously evaluated in comparison to other well-documented methods. The evaluation of the proposed optimizer is conducted using real data from the RTC France solar cell, and the results are assessed through various evaluation metrics, including root mean square error and statistical analyses for multiple independent runs. Specifically, the proposed optimizer demonstrates superior performance by achieving the lowest objective function values compared to other algorithms. Through a comprehensive quantitative and qualitative assessment, it can be inferred that the estimated parameters of the triple-diode model obtained using the proposed optimizer surpass the accuracy of those acquired through other optimization algorithms under consideration.

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8 penulis · 20 tautan kepenulisan bersama · 12 lintas organisasi

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  • Batman University
  • Bursa Uludağ Üni̇versi̇tesi̇
  • Gedik University
  • Universitas Ahmad Dahlan
  • Sahand University of Technology
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Rekan penulisOrganisasiArtikel bersama
Alfian Ma’arifUniversitas Ahmad Dahlan6
Mostafa JabariSahand University of Technology4
Ridvan Firat CinarAfiliasi tidak diketahui2
Gökhan YüksekBatman University2
Timur LaleBatman University2

Afiliasi berasal dari OpenAlex; metadata OAI-PMH jurnal tidak memuatnya. Penulis tanpa ID OpenAlex dicocokkan berdasarkan nama, sehingga dua orang bisa tergabung atau satu orang bisa terpisah.

Sumber metadata: OAI-PMH (metadata jurnal) https://journal.umy.ac.id/index.php/jrc/oai, pertama di-harvest 9 Nov 2026, terakhir terlihat 9 Nov 2026.
Metadata asli (oai_dc) 
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	<dc:title xml:lang="en-US">Parameter Extraction of Triple-diode Photovoltaic Model via RIME Optimizer with Neighborhood Centroid Opposite Solution</dc:title>
	<dc:creator>Izci, Davut</dc:creator>
	<dc:creator>Ekinci, Serdar</dc:creator>
	<dc:creator>Ma'arif, Alfian</dc:creator>
	<dc:subject xml:lang="en-US">RIME Optimization Algorithm</dc:subject>
	<dc:subject xml:lang="en-US">Triple-diode Model</dc:subject>
	<dc:subject xml:lang="en-US">Parameter Extraction</dc:subject>
	<dc:subject xml:lang="en-US">Neighborhood Centroid Opposition-based Learning.</dc:subject>
	<dc:description xml:lang="en-US">In this investigation, a novel application of the RIME optimizer with neighborhood centroid opposite solution is introduced to robustly estimate parameter values for an accurate photovoltaic triple-diode model. The suggested optimizer's performance is rigorously evaluated in comparison to other well-documented methods. The evaluation of the proposed optimizer is conducted using real data from the RTC France solar cell, and the results are assessed through various evaluation metrics, including root mean square error and statistical analyses for multiple independent runs. Specifically, the proposed optimizer demonstrates superior performance by achieving the lowest objective function values compared to other algorithms. Through a comprehensive quantitative and qualitative assessment, it can be inferred that the estimated parameters of the triple-diode model obtained using the proposed optimizer surpass the accuracy of those acquired through other optimization algorithms under consideration.</dc:description>
	<dc:publisher xml:lang="en-US">Universitas Muhammadiyah Yogyakarta</dc:publisher>
	<dc:date>2024-06-11</dc:date>
	<dc:type>info:eu-repo/semantics/article</dc:type>
	<dc:type>info:eu-repo/semantics/publishedVersion</dc:type>
	<dc:format>application/pdf</dc:format>
	<dc:identifier>https://journal.umy.ac.id/index.php/jrc/article/view/22256</dc:identifier>
	<dc:identifier>10.18196/jrc.v5i4.22256</dc:identifier>
	<dc:source xml:lang="en-US">Journal of Robotics and Control (JRC); Vol. 5 No. 4 (2024); 1098-1103</dc:source>
	<dc:source>2715-5072</dc:source>
	<dc:source>2715-5056</dc:source>
	<dc:source>10.18196/jrc.v5i4</dc:source>
	<dc:language>eng</dc:language>
	<dc:relation>https://journal.umy.ac.id/index.php/jrc/article/view/22256/9271</dc:relation>
	<dc:rights xml:lang="en-US">Copyright (c) 2024 Davut Izci, Serdar Ekinci, Alfian Ma'arif</dc:rights>
</oai_dc:dc>