@inproceedings{56bdb106c24d44d29869e0712a8fee73,
title = "Modeling characteristic curves of digital overcurrent relay (DOCR) for user-defined characteristic curve using artificial neural network",
abstract = "Intelligent-based protective relays in the power system is currently growing very rapidly with the use of embedded systems and artificial intelligence algorithms. Overcurrent relays operated based on the standard characteristic curve will move toward digital overcurrent relay (DOCR) using a flexible characteristic curve based on the user settings. DOCR with the standard characteristic curve cannot be used if the user must make modifications to the curve for field implementation purpose. In this paper, a new DOCR based on modeling a characteristic curve using Artificial Neural Network (ANN) will be presented. Four types DOCR with the standard and user-defined characteristic curve were developed and tested. Results demonstrate their successful operation with highly accurate results. The results also prove that the proposed DOCR with user-defined characteristic curve may serve as a convenient alternative to the conventional DOCR particularly on the implementation phase.",
keywords = "characteristic curve, digital overcurrent relay, modeling, neural network, user defined",
author = "Anang Tjahjono and Ardyono Priyadi and Margo Pujiantara and Purnomo, {Mauridhi Hery} and Taufik Taufik and Ali Shaban and Yu, {Xiao Hua}",
note = "Publisher Copyright: {\textcopyright} 2016 IEEE.; 2016 International Conference on Computational Science and Computational Intelligence, CSCI 2016 ; Conference date: 15-12-2016 Through 17-12-2016",
year = "2017",
month = mar,
day = "17",
doi = "10.1109/CSCI.2016.0097",
language = "English",
series = "Proceedings - 2016 International Conference on Computational Science and Computational Intelligence, CSCI 2016",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "478--483",
editor = "Mary Yang and Arabnia, {Hamid R.} and Leonidas Deligiannidis and Leonidas Deligiannidis",
booktitle = "Proceedings - 2016 International Conference on Computational Science and Computational Intelligence, CSCI 2016",
address = "United States",
}