Journal of Electronics, Electromedical Engineering, and Medical Informatics
Vol 4 No 4 (2022): October

Planning a Protection Coordination System Against Over Current Relays and Ground Fault Relays Using the NN Method

Siti Zaibah (Marine Electrical Engineering, Shipbuilding of Politechnic Surabaya, Surabaya 6011, Indonesia)
Anggara Trisna Nugraha (Marine Electrical Engineering, Shipbuilding of Politechnic Surabaya, Surabaya 6011, Indonesia)
Fortunaviaza Habib Ainudin (Marine Electrical Engineering, Shipbuilding of Politechnic Surabaya, Surabaya 6011, Indonesia)



Article Info

Publish Date
29 Oct 2022

Abstract

PT PAMA PERSADA is one of the power plants located in Kalimantan, Barunang which has 2 feeders. In one of the feeders, protection coordination often occurs. These disturbances can hamper the performance of the company PT PAMA PERSADA. This turned out to be a disturbance in the coordination of protection types of overcurrent relays and ground fault relays. Where in the end it takes an evaluation analysis of the relay setting coordination using the Electrical Transient Analysis Program (ETAP) 19.0.1 software on the electrical system. The disturbance that occurs is in feeder 2 which is divided into KM30 and Parilahung substations. This disturbance occurs because the relay coordination trips work simultaneously. From the results of the ETAP simulation, the power value is 4.164 KW, the reactive power is 780.3 KVAR, the apparent power is 4.237 KVA, and the cos phi value used is 0.9. Meanwhile, the protection coordination setting meets the IEEE 60255 standard with a grading time of 0.2 – 0.6 second. After being successfully simulated with the Electrical Transient Analysis Program (ETAP) 19.0.1 software, it was continued with the Matlab software which was used as an optimization of the relay settings and the use of the working effect of the NN (Neural Network) method. In accordance with the MSE (Main Square Error) value it reached 0.33452.

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Journal Info

Abbrev

jeeemi

Publisher

Subject

Computer Science & IT Control & Systems Engineering Electrical & Electronics Engineering Engineering

Description

The Journal of Electronics, Electromedical Engineering, and Medical Informatics (JEEEMI) is a peer-reviewed open-access journal. The journal invites scientists and engineers throughout the world to exchange and disseminate theoretical and practice-oriented topics which covers three (3) majors areas ...