Transmission lines distance protection using artificial neural networks

被引：46

作者：

dos Santos, Ricardo Caneloi ^{[1
]}

Senger, Eduardo Cesar ^{[2
]}

机构：

[1] Univ Fed ABC, BR-09210170 Santo Andre, Brazil

[2] Univ Sao Paulo, Escola Politecn, BR-05508900 Sao Paulo, Brazil

来源：

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS | 2011年 / 33卷 / 03期

关键词：

Protective relaying; Artificial neural networks; Transmission line protection; Distance protection;

D O I：

10.1016/j.ijepes.2010.12.029

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：

This work presents the development and implementation of an artificial neural network based algorithm for transmission lines distance protection. This algorithm was developed to be used in any transmission line regardless of its configuration or voltage level. The described ANN-based algorithm does not need any topology adaptation or ANN parameters adjustment when applied to different electrical systems. This feature makes this solution unique since all ANN-based solutions presented until now were developed for particular transmission lines, which means that those solutions cannot be implemented in commercial relays. (c) 2011 Elsevier Ltd. All rights reserved.

引用

页码：721 / 730

页数：10

共 19 条

[11]

LI Y, 2001, IEE DEV POWER SYST P, V479, P311

[12] Efficient ANN method for post-contingency status evaluation [J].

Misra, Rakesh K. ;

Singh, Shiv P. .

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2010, 32 (01) :54-62

[13]

OLESKOVICZ M, 1998, 5 BRAZ S NEUR NETW S

[14]

SALAT R, 2000, 5 INT C SIGN PROC IC, V2, P1585

[15] Distance relaying for transmission line using support vector machine and radial basis function neural network [J].

Samantaray, S. R. ;

Dash, P. K. ;

Panda, G. .

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2007, 29 (07) :551-556

[16] Adaptive Kalman filter and neural network based high impedance fault detection in power distribution networks [J].

Samantaray, S. R. ;

Dash, P. K. ;

Upadhyay, S. K. .

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2009, 31 (04) :167-172

[17] ANN-based techniques for estimating fault location on transmission lines using prony method [J].

Tawfik, MM ;

Morcos, MM .

IEEE TRANSACTIONS ON POWER DELIVERY, 2001, 16 (02) :219-224

[18]

Vasilic S, 2002, 2002 IEEE POWER ENGINEERING SOCIETY WINTER MEETING, VOLS 1 AND 2, CONFERENCE PROCEEDINGS, P918, DOI 10.1109/PESW.2002.985139

[19]

Vazquez E., 1996, IEEE INT C NEUR NETW, V4, P2090

← 1 2 →