Work

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

Year: 2024

Type: article

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

Source: CIRCUIT Jurnal Ilmiah Pendidikan Teknik Elektro

DOI: 10.22373/crc.v8i2.24729

Authors: Hendriansyah Hendriansyah, Noertjahjani Siswandari, Kiswanto Aris, Sam'an Muhammad

Institutions: Universitas Muhammadiyah Semarang, Universiti Muhammadiyah Malaysia

Language: English

Topic: Optimal Power Flow Distribution

Subfield: Electrical and Electronic Engineering

Field: Engineering

Domain: Physical Sciences

SDGs: Affordable and clean energy, Industry, innovation and infrastructure

Open Access status: diamond

OpenAlex ID: W4402007501

FWCI:

Cites: 5

Cited by:

Related to: 10