Bulletin of Electrical Engineering and Informatics
Vol 11, No 3: June 2022

The performance comparison of artificial intelligence based distance relays for the protection of transmission lines

Muhammad Rameez Javed (University of Engineering & Technology, Lahore (Faisalabad Campus))
Umar Siddique Virk (University of Engineering & Technology, Lahore (Faisalabad Campus))
Aashir Waleed (University of Engineering & Technology, Lahore (Faisalabad Campus))
Muhammad Yasir Jamal (University of Engineering & Technology, Lahore (Faisalabad Campus))



Article Info

Publish Date
01 Jun 2022

Abstract

The safe and reliable generation and transmission of electricity is the desirable factor for utilities which arises the need of protection equipment such as relays in the power systems. According to recent studies, the conventional relays are not able to provide the required protection to the power systems, resulting in the emergence of various artificial intelligence (AI) techniques such as (i) artificial neural network (ANN); (ii) adaptive neuro fuzzy interface system (ANFIS); and (iii) fuzzy logic based relays for the protection. This work presents the protection scheme for transmission lines using various AI based distance relays along with performance comparison of these relays with a conventional numerical distance relay (NL). The comparison analysis has been performed by generating a test model in the MATLAB/Simulink environment and comparing “response time” against the same fault occurence for all relays. The comparison analysis found that AI based relays outperformed than conventional relay in terms of response time and accuracy level against the faults.

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Journal Info

Abbrev

EEI

Publisher

Subject

Electrical & Electronics Engineering

Description

Bulletin of Electrical Engineering and Informatics (Buletin Teknik Elektro dan Informatika) ISSN: 2089-3191, e-ISSN: 2302-9285 is open to submission from scholars and experts in the wide areas of electrical, electronics, instrumentation, control, telecommunication and computer engineering from the ...