@inproceedings{0a2fd64cda6641ddb682fcf028947963,
title = "Overcurrent relay curve modeling using adaptive neuro fuzzy inference system",
abstract = "In this paper, modeling of overcurrent relay (OCR) curves using adaptive neuro fuzzy inference system (ANFIS) are proposed. The accurate models of OCR curve with inverse time relay characteristics have an important role for protection coordination of power system. Models of OCR curve are appropriate with IEC standard. This model implements of microcontroller AT mega 128 as digital relay and personal computer as facility to design of OCR curve. ANFIS is developed to OCR curve modeling with different types of membership function and each membership function is trained for 10 iterations. Input for training to OCR curve using the load current and current setting or IL/IS. Time to opening the circuit breaker or TCB is used as output for training of OCR curve. ANFIS is developed using visual basic. The simulation results are compared with different types of membership function to obtain the optimal design of OCR curve. Moreover, the testing results are compared with OCR curve modeling to check validation and accuracy of the proposed model.",
keywords = "ANFIS, Overcurrent relay, digital relay, protection",
author = "Anang Tjahjono and Ardyono Priyadi and Purnomo, {Mauridhi Hery} and Margo Pujiantara",
note = "Publisher Copyright: {\textcopyright} 2014 IEEE.; 2014 Makassar International Conference on Electrical Engineering and Informatics, MICEEI 2014 ; Conference date: 26-11-2014 Through 30-11-2014",
year = "2014",
month = mar,
day = "24",
doi = "10.1109/MICEEI.2014.7067320",
language = "English",
series = "Proceeding - 2014 Makassar International Conference on Electrical Engineering and Informatics, MICEEI 2014",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "103--108",
editor = "Elyas Palantei",
booktitle = "Proceeding - 2014 Makassar International Conference on Electrical Engineering and Informatics, MICEEI 2014",
address = "United States",
}