Research on power system low frequency oscillation modes classification

Dianli Xitong Baohu yu Kongzhi/Power System Protection and Control

Volumn 38, Issue 4, 2010, Pages

  Lu, Chao ^a   Lu, Qiu Yu ^a  

^a TSINGHUA UNIVERSITY   (China)

Author keywords

Feature selection; Fisher classifier; K nearest neighbor classifier; Low frequency oscillations; Oscillation mode identification; Pattern classification; Quadratic classifier

Indexed keywords

FEATURE SELECTION; FISHER CLASSIFIER; K-NEAREST NEIGHBOR CLASSIFIER; LOW-FREQUENCY OSCILLATIONS; OSCILLATION MODE; PATTERN CLASSIFICATION;

AUTOMATIC INDEXING; ELECTRIC POWER SYSTEMS; FEATURE EXTRACTION; POWER GENERATION;

CLASSIFIERS;

EID: 77950554931     PISSN: 16743415     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (11)

1. WANG Tie-qiang, HE Ren-mu, WANG Wei-guo, et al. The Mechanism Study of Low Frequency Oscillation in Power System [J]. Proceedings of the CSEE, 2002, 22(2): 21-25.
2. Kakimoto Naoto, Ohnogi Yukio, Matsuda Hisao, et al. Low Frequency Oscillation and Field Tests on Power System Stabilizer [A]. in: Electrical Engineering in Japan [C]. 1987. 27-35.
3. Amano M, Watanabe M, Banjo M. Self-testing and Self-tuning of Power System Stabilizers Using Prony Analysis [A]. in: IEEE Engineering Society, Winter Meeting [C]. 1999. 655-660.
4. 2004, 44(7): 883-887.
5. Pierre J W, Trudnowski D J, Donnelly M K. Initial Results in Electromechanical Mode Identification from Ambient Data [J]. IEEE Trans on Power Systems, 1997, 12(3): 1245-1250.
6. Wies R W, Pierre J W, Trundnowski D J. Use of ARMA block Processing for Estimating Stationary Low-frequency Electromechanical Modes of Power Systems [J]. IEEE Trans on Power Systems, 2003, 18(1): 167-173.
7. 1988.
8. WANG Juan, CI Lin-lin, YAO Kang-ze. A Survey of Feature Selection [J]. Computer Engineering & Science, 2005, 27(12): 68-71.
9. Duin R P W, Juszczak P, Paclik P, et al. A Matlab Toolbox for Pattern Recognition [J]. Delft University of Technology, 2007.
10. Kohavi, Ron. A Study of Cross-validation and Bootstrap for Accuracy Estimation and Model Selection [A]. in: Proceeding of the 14th International Joint Conference on Artificial Intelligence [C]. 1995. 1137-1143.
11. ZHANG Ge-xiang, JIN Wei-dong, HU Lai-zhao. Satisfactory Feature Selection and Its Applications [J]. Control Theory & Applications, 2006, 23(1): 19-24.