Algorithm for Fault Detection and Classification Using Wavelet Singular Value Decomposition for Wide-Area Protection

被引：16

作者：

Lee, Jae-Won ^{[1
]}

Kim, Won-Ki ^{[1
]}

Oh, Yun-Sik ^{[1
]}

Seo, Hun-Chul ^{[2
]}

Jang, Won-Hyeok ^{[3
]}

Kim, Yoon Sang ^{[4
]}

Park, Chul-Won ^{[5
]}

Kim, Chul-Hwan ^{[1
]}

机构：

[1] Sungkyunkwan Univ, Coll Informat & Commun Engn, Seoul, South Korea

[2] Yonam Inst Digital Technolgy, Sch IT Engn, Jinju Si, Gyeongsangnam D, South Korea

[3] Univ Illinois, Dept Elect & Comp Engn, Champaign, IL USA

[4] Korea Univ Technol & Educ, Sch Comp & Sci Engn, Cheonan Si, Chungcheongnam, South Korea

[5] Gangneung Wonju Natl Univ, Dept Elect Engn, Kangnung, South Korea

来源：

JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY | 2015年 / 10卷 / 03期

基金：

新加坡国家研究基金会;

关键词：

EMTP-RV; Fault detection and classification; Transmission system; Wavelet singular value decomposition; Wide-area protection; TRANSMISSION-LINES; TRANSFORM; LOCATION; SCHEME; ANN;

D O I：

10.5370/JEET.2015.10.3.729

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：

An algorithm for fault detection and classification method for wide-area protection in Korean transmission systems is proposed. The modeling of 345-kV and 765-kV Korean power system transmission networks using the Electro Magnetic Transient Program - Restructured Version (EMTP-RV) is presented and the algorithm for fault detection and classification in transmission lines is developed. The proposed algorithm uses the Wavelet Transform (WT) and Singular Value Decomposition (SVD). The Singular value of Approximation coefficient (SA) and part Sum of Detail coefficient (SD) are introduced. The characteristics of the SA and SD at the fault conditions are analyzed and used in the algorithm for fault detection and classification. The validation of the proposed algorithm is verified by various simulation results.

引用

页码：729 / 739

页数：11

共 28 条

[1] Image adaptive watermarking using wavelet domain singular value decomposition [J].

Bao, P ;

Ma, XH .

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2005, 15 (01) :96-102

[2] Fuzzy-logic-based fault classification scheme for digital distance protection [J].

Das, B ;

Reddy, JV .

IEEE TRANSACTIONS ON POWER DELIVERY, 2005, 20 (02) :609-616

[3] Fault classification and section identification of an advanced series-compensated transmission line using support vector machine [J].

Dash, P. K. ;

Samantaray, S. R. ;

Panda, Ganapati .

IEEE TRANSACTIONS ON POWER DELIVERY, 2007, 22 (01) :67-73

[4] An adaptive protection scheme for Advanced Series Compensated (ASC) transmission lines [J].

Girgis, AA ;

Sallam, AA ;

El-Din, AK .

IEEE TRANSACTIONS ON POWER DELIVERY, 1998, 13 (02) :414-420

[5] Best ANN structures for fault location in single-and double-circuit transmission lines [J].

Gracia, J ;

Mazón, AJ ;

Zamora, I .

IEEE TRANSACTIONS ON POWER DELIVERY, 2005, 20 (04) :2389-2395

[6]

HAGH MT, 2007, 8 INT POW ENG C, P1109

[7] Fault Detection and Classification in EHV Transmission Line Based on Wavelet Singular Entropy [J].

He, Zhengyou ;

Fu, Ling ;

Lin, Sheng ;

Bo, Zhiqian .

IEEE TRANSACTIONS ON POWER DELIVERY, 2010, 25 (04) :2156-2163

[8]

JAMIL M, 1999, P IEEE TENC 99 C SEP, V2, P1046

[9] A novel fault-detection technique of high-impedance arcing faults in transmission lines using the wavelet transform [J].

Kim, CH ;

Kim, H ;

Ko, YH ;

Byun, SH ;

Aggarwal, RK ;

Johns, AT .

IEEE TRANSACTIONS ON POWER DELIVERY, 2002, 17 (04) :921-929

[10] Wavelet transforms in power systems Part 2 Examples of application to actual power system transients [J].

Kim, CH ;

Aggarwal, R .

POWER ENGINEERING JOURNAL, 2001, 15 (04) :193-202

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