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Increasing the Efficiency of Electrical Load Calculations Using the Gauss-Seidel Method with Fuzzy Logic

Circuit: Jurnal Ilmiah Pendidikan Teknik Elektro · Vol. 8 No. 2 (2024) · hlm. 192–208

DOI
10.22373/crc.v8i2.24729
ISSN
2549-3701, 2549-3698
Terbit
2024-08-10
Penerbit
PTE FTK UIN Ar-Raniry
Bahasa
eng

Abstrak

Improving the accuracy of electric load calculations is a significant task in power system analysis, particularly when dealing with fluctuating loads. Despite its simplicity, the Gauss-Seidel method has historically had trouble handling rapidly changing loads. This paper introduces a novel hybrid approach that increases load computation accuracy and efficiency by fusing fuzzy logic with the Gauss-Seidel method. Fuzzy logic is used in this method to forecast load changes based on previous and present data, which makes load adjustments more precise and faster. The results demonstrate how much better this hybrid technique is than the conventional ones, with accuracy rising from 60% to 84% and efficiency rising by 35%. This makes it an excellent choice for contemporary power systems

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  • Universitas Muhammadiyah Semarang
  • Universiti Muhammadiyah Malaysia
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Sumber metadata: OAI-PMH (metadata jurnal) https://jurnal.ar-raniry.ac.id/index.php/circuit/oai, pertama di-harvest 6 Nov 2026, terakhir terlihat 8 Nov 2026.
Metadata asli (oai_dc) 
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	<dc:title xml:lang="en">Increasing the Efficiency of Electrical Load Calculations Using the Gauss-Seidel Method with Fuzzy Logic</dc:title>
	<dc:creator xml:lang="en">Hendriansyah, Hendriansyah</dc:creator>
	<dc:creator xml:lang="en">Siswandari, Noertjahjani</dc:creator>
	<dc:creator xml:lang="en">Aris, Kiswanto</dc:creator>
	<dc:creator xml:lang="en">Muhammad, Sam'an</dc:creator>
	<dc:subject xml:lang="en">Electricity</dc:subject>
	<dc:subject xml:lang="en">Gauss</dc:subject>
	<dc:subject xml:lang="en">Seidel</dc:subject>
	<dc:subject xml:lang="en">fuzzy</dc:subject>
	<dc:subject xml:lang="en">efficiency</dc:subject>
	<dc:subject xml:lang="en">numerical method</dc:subject>
	<dc:description xml:lang="en">Improving the accuracy of electric load calculations is a significant task in power system analysis, particularly when dealing with fluctuating loads. Despite its simplicity, the Gauss-Seidel method has historically had trouble handling rapidly changing loads. This paper introduces a novel hybrid approach that increases load computation accuracy and efficiency by fusing fuzzy logic with the Gauss-Seidel method. Fuzzy logic is used in this method to forecast load changes based on previous and present data, which makes load adjustments more precise and faster. The results demonstrate how much better this hybrid technique is than the conventional ones, with accuracy rising from 60% to 84% and efficiency rising by 35%. This makes it an excellent choice for contemporary power systems</dc:description>
	<dc:publisher xml:lang="en">PTE FTK UIN Ar-Raniry</dc:publisher>
	<dc:date>2024-08-10</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://jurnal.ar-raniry.ac.id/index.php/circuit/article/view/24729</dc:identifier>
	<dc:identifier>10.22373/crc.v8i2.24729</dc:identifier>
	<dc:source xml:lang="en">Circuit: Jurnal Ilmiah Pendidikan Teknik Elektro; Vol. 8 No. 2 (2024); 192-208</dc:source>
	<dc:source>2549-3701</dc:source>
	<dc:source>2549-3698</dc:source>
	<dc:language>eng</dc:language>
	<dc:relation>https://jurnal.ar-raniry.ac.id/index.php/circuit/article/view/24729/9830</dc:relation>
	<dc:rights xml:lang="en">Copyright (c) 2024 Hendriansyah, Siswandari Noertjahjani, Aris Kiswanto, Muhammad Sam'an</dc:rights>
</oai_dc:dc>