ANN-based approach for fast fault diagnosis and alarm handling of power systems

被引：0

作者：

El-Sayed, MAH ^{[1
]}

Alfuhaid, AS ^{[1
]}

机构：

[1] Cairo Univ, Elect Power & Machines Dept, Giza, Egypt

来源：

APSCOM - 2000: 5TH INTERNATIONAL CONFERENCE ON ADVANCES IN POWER SYSTEM CONTROL, OPERATION & MANAGEMENT, VOLS 1 AND 2 | 2000年

关键词：

D O I：

暂无

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：

Recently. several neural network techniques have been proposed to solve the problem of automatic fault diagnosis in power systems. In this paper. a new and accurate parallel neural network-based approach for fast fault diagnosis and alarm handling of power systems is developed which overcomes some of the limitations of existing techniques. Three different neural-network configurations are proposed and their performances are compared using the data of an actual high-voltage power network.

引用

页码：54 / 58

页数：3

共 50 条

[1] ANN-Based Fault Diagnosis Technique for Photovoltaic Stings
Chine, W.
Mellit, A.
[J]. 2017 5TH INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING - BOUMERDES (ICEE-B), 2017,
[2] ACO Trained ANN-based Intelligent Fault Diagnosis
Shi, Huawang
[J]. INFORMATION TECHNOLOGY FOR MANUFACTURING SYSTEMS, PTS 1 AND 2, 2010, : 141 - 146
[3] An ANN-based Approach for Forecasting the Power Output of Photovoltaic System
Ding, Ming
Wang, Lei
Bi, Rui
[J]. 2011 2ND INTERNATIONAL CONFERENCE ON CHALLENGES IN ENVIRONMENTAL SCIENCE AND COMPUTER ENGINEERING (CESCE 2011), VOL 11, PT C, 2011, 11 : 1308 - 1315
[4] A Power System Fault Alarm Processing Method Based on ANN and FSM
Zhou, Boxi
Rong, Xiao
Wang, Jinliang
Zhang, Guojing
Xu, Jiaheng
[J]. PROCEEDINGS OF THE 39TH CHINESE CONTROL CONFERENCE, 2020, : 1745 - 1750
[5] Development and implementation of an ANN-based fault diagnosis scheme for generator winding protection
Darwish, HA
Taalab, AMI
Kawady, TA
[J]. IEEE TRANSACTIONS ON POWER DELIVERY, 2001, 16 (02) : 208 - 214
[6] Design and implementation of ANN-based SAPF approach for current harmonics mitigation in industrial power systems
Karthikeyan, M.
Sharmilee, K.
Balasubramaniam, P. M.
Prakash, N. B.
Babu, M. Rajesh
Subramaniyaswamy, V
Sudhakar, S.
[J]. MICROPROCESSORS AND MICROSYSTEMS, 2020, 77
[7] A Novel Zone Division Approach for Power System Fault Detection Using ANN-Based Pattern Recognition Technique
Jana, Subhra
De, Abhinandan
[J]. CANADIAN JOURNAL OF ELECTRICAL AND COMPUTER ENGINEERING-REVUE CANADIENNE DE GENIE ELECTRIQUE ET INFORMATIQUE, 2018, 40 (04): : 275 - 283
[8] An ANN-based Maximum Power Point Tracking Method for Fast Changing Environments
Chiu, Yi-Hsun
Luo, Yi-Feng
Huang, Jia-Wei
Liu, Yi-Hua
[J]. 6TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING AND INTELLIGENT SYSTEMS, AND THE 13TH INTERNATIONAL SYMPOSIUM ON ADVANCED INTELLIGENT SYSTEMS, 2012, : 715 - 720
[9] An ANN-based Ward equivalent approach for power system security assessment
Chung, TS
Fu, Y
[J]. ELECTRIC POWER COMPONENTS AND SYSTEMS, 2001, 29 (01) : 55 - 69
[10] PSO and ANN-based fault classification for protective relaying
Upendar, J.
Gupta, C. P.
Singh, G. K.
Ramakrishna, G.
[J]. IET GENERATION TRANSMISSION & DISTRIBUTION, 2010, 4 (10) : 1197 - 1212

← 1 2 3 4 5 →