Implementation & laboratory test results of an Elman network-based transmission line directional relay

被引：21

作者：

Sanaye-Pasand, M ^{[1
]}

Malik, OP

机构：

[1] Univ Tehran, Dept Elect & Comp Engn, Tehran 14395, Iran

[2] Univ Calgary, Dept Elect & Comp Engn, Calgary, AB T2N 1N4, Canada

来源：

IEEE TRANSACTIONS ON POWER DELIVERY | 1999年 / 14卷 / 03期

关键词：

transmission line protection; directional relay; recurrent neural networks; real-time implementation;

D O I：

10.1109/61.772315

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

A transmission line fault direction identification module based on an Elman recurrent network has been implemented on a DSP board and its behavior is investigated on a physical power system model. Details of implementation and the experimental studies are given and analysed in the paper. Studies show that the proposed approach is abbe to identify the direction of a fault on a transmission line rapidly and correctly. It is suitable to realize a fast transmission line directional comparison protection scheme.

引用

页码：782 / 788

页数：7

共 17 条

[1]

[Anonymous], 1994, NEURAL NETWORKS

[2]

Dalstein T., 1993, Proceedings 1993 North American Power Symposium, P290

[3] FINDING STRUCTURE IN TIME [J].

ELMAN, JL .

COGNITIVE SCIENCE, 1990, 14 (02) :179-211

[4]

Elmore W. A., 1994, PROTECTIVE RELAYING

[5]

GILANY M, 1992, THESIS U CALGARY CAL

[6] DIGITAL TRANSMISSION-LINE PROTECTION IN REAL-TIME [J].

HOPE, GS ;

MALIK, OP ;

RASMY, ME .

PROCEEDINGS OF THE INSTITUTION OF ELECTRICAL ENGINEERS-LONDON, 1976, 123 (12) :1349-1354

[7]

Horowitz S., 1992, Power System Relaying. Research Studies Press Ltd

[8]

JOHNSON D, 1976, RAPID PRACTICAL DESI

[9] Algorithms for locating faults on series compensated lines using neural network and deterministic methods [J].

Novosel, D ;

Bachmann, B ;

Hart, D ;

Hu, Y ;

Saha, MM .

IEEE TRANSACTIONS ON POWER DELIVERY, 1996, 11 (04) :1728-1736

[10]

Phadke A.G., 2009, Computer Relaying For Power Systems

← 1 2 →