메뉴 건너뛰기




Volumn 38, Issue 13, 2010, Pages 74-78

Application of multi-class classification SVM in power quality disturbances classification

Author keywords

Disturbances classification; Multi class classification; Power quality; Support vector machine

Indexed keywords

AMPLITUDE FREQUENCY CHARACTERISTICS; CHARACTERISTIC VALUE; CLASSIFICATION AND RECOGNITION; DISTURBANCES CLASSIFICATION; FREQUENCY DEVIATION; MATHEMATICAL MODELING; MULTI-CLASS CLASSIFICATION; POWER QUALITY DISTURBANCES; QUALITY SUPPORT; REAL TIME PERFORMANCE; RECOGNITION ACCURACY; STATISTICAL LEARNING; TIME-FREQUENCY CHARACTERISTICS; TRAINING SAMPLE; TRAINING TIME; TRANSIENT OSCILLATIONS; TRANSIENT PULSE; VOLTAGE FLUCTUATIONS; VOLTAGE INTERRUPTIONS; VOLTAGE SAGS; VOLTAGE SWELLS; WAVE FORMS;

EID: 77955029755     PISSN: 16743415     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (9)

References (10)
  • 2
    • 0003991806 scopus 로고    scopus 로고
    • XU Jian-hua, ZHANG Xue-gong, trans. Beijing: Publishing House of Electronics Industry
    • Vapnik V N. Statistical learning theory[M]. XU Jian-hua, ZHANG Xue-gong, trans. Beijing: Publishing House of Electronics Industry, 2006.
    • (2006) Statistical Learning Theory
    • Vapnik, V.N.1
  • 4
    • 78149234211 scopus 로고    scopus 로고
    • Short-term load combination forecasting by grey model and least square support vector machine
    • TANG Jie-ming, LIU Jun-yong, YANG Ke, et al. Short-term load combination forecasting by grey model and least square support vector machine[J]. Power System Technology, 2009, 33(3): 46-52.
    • (2009) Power System Technology , vol.33 , Issue.3 , pp. 46-52
    • Tang, J.-M.1    Liu, J.-Y.2    Yang, K.3
  • 5
    • 12444284864 scopus 로고    scopus 로고
    • Support vector machine for fault diagnosis of the rotor broken bare of IM
    • CAO Zhi-tong, CHEN Hong-ping, HE Guo-guang. Support vector machine for fault diagnosis of the rotor broken bare of IM[J]. Chinese Journal of Scientific Instrument, 2004, 25(6): 738-741.
    • (2004) Chinese Journal of Scientific Instrument , vol.25 , Issue.6 , pp. 738-741
    • Cao, Z.-T.1    Chen, H.-P.2    He, G.-G.3
  • 6
    • 65249165981 scopus 로고    scopus 로고
    • Fault diagnosis of transformer based on particle swarm optimization-based support vector machine
    • FEI Sheng-wei, MIAO Yu-bin, LIU Cheng-liang, et al. Fault diagnosis of transformer based on particle swarm optimization-based support vector machine[J]. High Voltage Engineering, 2009, 35(3): 509-513.
    • (2009) High Voltage Engineering , vol.35 , Issue.3 , pp. 509-513
    • Fei, S.-W.1    Miao, Y.-B.2    Liu, C.-L.3
  • 7
    • 16644397169 scopus 로고    scopus 로고
    • S-tranform-based classification of power quality disturbance signals by support vector machines
    • ZHAN Yong, CHENG Hao-zhong, DING Yi-feng, et al. S-tranform-based classification of power quality disturbance signals by support vector machines[J]. Proceedings of the CSEE, 2005, 25(4): 51-56.
    • (2005) Proceedings of the CSEE , vol.25 , Issue.4 , pp. 51-56
    • Zhan, Y.1    Cheng, H.-Z.2    Ding, Y.-F.3
  • 8
    • 33745316804 scopus 로고    scopus 로고
    • Power quality disturbances detection and recognition based on S transform and multi-lay SVMs
    • Lü Gan-yun, CHENG Hao-zhong, ZHENG Jin-ju, et al. Power quality disturbances detection and recognition based on S transform and multi-lay SVMs[J]. Transactions of China Electrotechnical Society, 2006, 21(1): 121-126.
    • (2006) Transactions of China Electrotechnical Society , vol.21 , Issue.1 , pp. 121-126
    • Lü, G.-Y.1    Cheng, H.-Z.2    Zheng, J.-J.3
  • 9
    • 33749012979 scopus 로고    scopus 로고
    • Classification method of dynamic power quality disturbances based on SVM
    • SONG Xiao-fang, CHEN Jin-cao. Classification method of dynamic power quality disturbances based on SVM[J]. Electric Power Automation Equipment, 2006, 26(4): 39-42.
    • (2006) Electric Power Automation Equipment , vol.26 , Issue.4 , pp. 39-42
    • Song, X.-F.1    Chen, J.-C.2
  • 10
    • 45449094835 scopus 로고    scopus 로고
    • An approach to the extraction and classification of feature vector for power quality based on wavelet
    • WU Xiao-chao, FANG Li-xin, GUO Hong-xia. An approach to the extraction and classification of feature vector for power quality based on wavelet[J]. Control Theory and Applications, 2008, 25(2): 325-328.
    • (2008) Control Theory and Application , vol.25 , Issue.2 , pp. 325-328
    • Wu, X.-C.1    Fang, L.-X.2    Guo, H.-X.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.