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

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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Publication Details

Journal
CIRCUIT Jurnal Ilmiah Pendidikan Teknik Elektro
Published
2024-08-10
DOI
https://doi.org/10.22373/crc.v8i2.24729
Primary Topic
Electric Power Systems and Control
Type
article
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article

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

Hendriansyah Hendriansyah, Sam'an Muhammad, Kiswanto Aris, Noertjahjani Siswandari
CIRCUIT Jurnal Ilmiah Pendidikan Teknik Elektro
Electric Power Systems and Control
article

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

Hendriansyah Hendriansyah, Sam'an Muhammad, Kiswanto Aris, Noertjahjani Siswandari
article en

Abstract

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

CIRCUIT Jurnal Ilmiah Pendidikan Teknik ElektroVol. 8(2)
Universiti of Malaysia Sabah (MY), Universitas Muhammadiyah Semarang (ID)
Affordable and clean energy
Openalex Percentile: Top 89%
Electric Power Systems and Control
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Increasing the Efficiency of Electrical Load Calculations Using the Gauss-Seidel Method with Fuzzy Logic — Hendriansyah Hendriansyah, Sam'an Muhammad, et al. · CIRCUIT Jurnal Ilmiah Pendidikan Teknik Elektro (2024) | TGRS Research Map | TGRS