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Volumn 28, Issue 25, 2008, Pages 14-19

Combinational forecast for transformer faults based on support vector machine

Author keywords

Combinational forecast; Model group; Support vector machine; Transformer fault

Indexed keywords

DISSOLUTION; ELECTRIC INSTRUMENT TRANSFORMERS; ELECTRIC LOAD FORECASTING; EXTRAPOLATION; FOOD PROCESSING; GALLIUM ALLOYS; IMAGE RETRIEVAL; INDUSTRIAL ECONOMICS; LEARNING SYSTEMS; MATHEMATICAL MODELS; POWER TRANSFORMERS; PREDICTIVE CONTROL SYSTEMS; SUPPORT VECTOR MACHINES; VECTORS;

EID: 52249103098     PISSN: 02588013     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (32)

References (26)
  • 1
    • 85009295808 scopus 로고    scopus 로고
    • Chinese source
  • 2
    • 33644495561 scopus 로고    scopus 로고
    • New gray prediction parameter model and its application in electrical insulation fault prediction
    • in Chinese
    • Sun Caixin, Bi Weimin, Zhou Quan, et al. New gray prediction parameter model and its application in electrical insulation fault prediction[J]. Control Theory and Application, 2003, 20(5): 797-801(in Chinese).
    • (2003) Control Theory and Application , vol.20 , Issue.5 , pp. 797-801
    • Sun, C.1    Bi, W.2    Zhou, Q.3
  • 3
    • 46849090864 scopus 로고    scopus 로고
    • An improved grey prediction model for dissolved gas in transformer oil
    • in Chinese
    • Wang Youyuan, Liao Ruijin, Sun Caixin, et al. An improved grey prediction model for dissolved gas in transformer oil[J]. High Voltage Engineering, 2003, 29(4): 24-26(in Chinese).
    • (2003) High Voltage Engineering , vol.29 , Issue.4 , pp. 24-26
    • Wang, Y.1    Liao, R.2    Sun, C.3
  • 4
    • 0010351710 scopus 로고    scopus 로고
    • Method of prediction the gas-in-oil concentrations in transformers based on grey theory
    • in Chinese
    • Yuan Baokui, Guo Jiwei, Tang Guoqing. Method of prediction the gas-in-oil concentrations in transformers based on grey theory[J]. Proceedings of the CSU-EPSA, 2001, 13(3): 40-42(in Chinese).
    • (2001) Proceedings of the CSU-EPSA , vol.13 , Issue.3 , pp. 40-42
    • Yuan, B.1    Guo, J.2    Tang, G.3
  • 5
    • 0035284506 scopus 로고    scopus 로고
    • Prediction of the dissolved in power transformer oil by the grey model
    • in Chinese
    • Luo Yunbai, Yu Ping, Song Bin, et al. Prediction of the dissolved in power transformer oil by the grey model[J]. Proceedings of the CSEE, 2001, 21(3): 65-69(in Chinese).
    • (2001) Proceedings of the CSEE , vol.21 , Issue.3 , pp. 65-69
    • Luo, Y.1    Yu, P.2    Song, B.3
  • 6
    • 52249094732 scopus 로고    scopus 로고
    • Transformer fault prediction using new grey prediction model
    • in Chinese
    • Wang Jing, Liu Jianxin. Transformer fault prediction using new grey prediction model[J]. Journal of North China Electric Power University, 2007, 34(1): 10-14(in Chinese).
    • (2007) Journal of North China Electric Power University , vol.34 , Issue.1 , pp. 10-14
    • Wang, J.1    Liu, J.2
  • 7
    • 33745149834 scopus 로고    scopus 로고
    • An prediction model for dissolved gas in transformer oil based on statistical learning theory
    • in Chinese
    • Wang Peng, Xu Tao. An prediction model for dissolved gas in transformer oil based on statistical learning theory[J]. High Voltage Engineering, 2003, 29(11): 13-14(in Chinese).
    • (2003) High Voltage Engineering , vol.29 , Issue.11 , pp. 13-14
    • Wang, P.1    Xu, T.2
  • 8
    • 52249101841 scopus 로고    scopus 로고
    • Assessing approach of transformer condition
    • Hebei: North China Electric Power University
    • Wu Lizeng. Assessing approach of transformer condition[D]. Hebei: North China Electric Power University, 2005.
    • (2005)
    • Wu, L.1
  • 9
    • 33745118677 scopus 로고    scopus 로고
    • Compound approach of predicting fault gases dissolved in transformer oil
    • in Chinese
    • Zhou Lijun, Wu Guangning, Su Chong. Compound approach of predicting fault gases dissolved in transformer oil[J]. Journal of Southwest Jiaotong University, 2006, 41(2): 150-153(in Chinese).
    • (2006) Journal of Southwest Jiaotong University , vol.41 , Issue.2 , pp. 150-153
    • Zhou, L.1    Wu, G.2    Su, C.3
  • 11
    • 33748695973 scopus 로고    scopus 로고
    • Support vector regression with genetic algorithms in forecasting tourism demand
    • Chen K Y, Wang C H. Support vector regression with genetic algorithms in forecasting tourism demand[J]. Tourism Manage, 2007, 2(1): 215-226.
    • (2007) Tourism Manage , vol.2 , Issue.1 , pp. 215-226
    • Chen, K.Y.1    Wang, C.H.2
  • 13
    • 33644693593 scopus 로고    scopus 로고
    • System reliability forecasting by support vector machines with genetic algorithms
    • Pai P F. System reliability forecasting by support vector machines with genetic algorithms[J]. Mathematics Computer Model, 2006, 4(3): 262-274.
    • (2006) Mathematics Computer Model , vol.4 , Issue.3 , pp. 262-274
    • Pai, P.F.1
  • 15
    • 52249085035 scopus 로고    scopus 로고
    • A novel fast support vector machine based on support vector geometry analysis
    • in Chinese
    • Hu Zhengping, Wu Yan, Zhang Ye. A novel fast support vector machine based on support vector geometry analysis[J]. Journal of Image and Graphics, 2007, 12(1): 82-86(in Chinese).
    • (2007) Journal of Image and Graphics , vol.12 , Issue.1 , pp. 82-86
    • Hu, Z.1    Wu, Y.2    Zhang, Y.3
  • 16
    • 33644940122 scopus 로고    scopus 로고
    • An on-line identification and application based on support vector regression
    • in Chinese
    • Han Pu, Yang Jinfang, Zhai Yongjie, et al. An on-line identification and application based on support vector regression[J]. Proceedings of the CSEE, 2005, 25(25): 309-313(in Chinese).
    • (2005) Proceedings of the CSEE , vol.25 , Issue.25 , pp. 309-313
    • Han, P.1    Yang, J.2    Zhai, Y.3
  • 17
    • 1642535665 scopus 로고    scopus 로고
    • Risk function based SVM algorithm and its application to a slight malfunction diagnosis
    • in Chinese
    • Zhai Yongjie, Han Pu, Wang Dongfeng, et al. Risk function based SVM algorithm and its application to a slight malfunction diagnosis[J]. Proceedings of the CSEE, 2003, 23(9): 198-203(in Chinese).
    • (2003) Proceedings of the CSEE , vol.23 , Issue.9 , pp. 198-203
    • Zhai, Y.1    Han, P.2    Wang, D.3
  • 18
    • 33847316389 scopus 로고    scopus 로고
    • Research on vibrant fault diagnosis of hydro-turbine generating unit based on wavelet packet analysis and support vector machine
    • in Chinese
    • Peng Wenji, Luo Xingqi. Research on vibrant fault diagnosis of hydro-turbine generating unit based on wavelet packet analysis and support vector machine[J]. Proceedings of the CSEE, 2006, 26(24): 164-168(in Chinese).
    • (2006) Proceedings of the CSEE , vol.26 , Issue.24 , pp. 164-168
    • Peng, W.1    Luo, X.2
  • 19
    • 52249101612 scopus 로고    scopus 로고
    • A performance comparison of SVMs based on fourier kernel and RBF kernel
    • in Chinese
    • Lin Maoliu, Chen Chunyu. A performance comparison of SVMs based on fourier kernel and RBF kernel[J]. Journal of Chongqing University of Posts and Telecommunications, 2005, 17(6): 647-650(in Chinese).
    • (2005) Journal of Chongqing University of Posts and Telecommunications , vol.17 , Issue.6 , pp. 647-650
    • Lin, M.1    Chen, C.2
  • 21
    • 2542630002 scopus 로고    scopus 로고
    • A study on basic theory of the optimal combination prediction method of non-negative weights
    • in Chinese
    • Ma Yongkai, Tang Xiaowo, Yang Guiyuan. A study on basic theory of the optimal combination prediction method of non-negative weights[J]. Operations Research and Management Science, 1997, 6(2): 1-8(in Chinese).
    • (1997) Operations Research and Management Science , vol.6 , Issue.2 , pp. 1-8
    • Ma, Y.1    Tang, X.2    Yang, G.3
  • 22
    • 2542547655 scopus 로고    scopus 로고
    • Research on superior combination forecasting model based on forecasting effective measure
    • in Chinese
    • Chen Huayou, Hou Dingpi. Research on superior combination forecasting model based on forecasting effective measure[J]. Journal of University of Science and Technology of China, 2002, 32(2): 172-180(in Chinese).
    • (2002) Journal of University of Science and Technology of China , vol.32 , Issue.2 , pp. 172-180
    • Chen, H.1    Hou, D.2
  • 23
    • 2542515702 scopus 로고    scopus 로고
    • Research on the methods of combining forecasts based on correlativity
    • in Chinese
    • Wang Yingming. Research on the methods of combining forecasts based on correlativity[J]. Forecasting, 2002, 21(2): 58-62(in Chinese).
    • (2002) Forecasting , vol.21 , Issue.2 , pp. 58-62
    • Wang, Y.1
  • 24
    • 45149090675 scopus 로고    scopus 로고
    • Study on blackboard-style expert system and prediction model based on genetic algorithm for insulation fault of power transformer
    • Chongqing: Chongqing University, in Chinese
    • Liao Ruijing. Study on blackboard-style expert system and prediction model based on genetic algorithm for insulation fault of power transformer[D]. Chongqing: Chongqing University, 2003(in Chinese).
    • (2003)
    • Liao, R.1
  • 25
    • 85009331827 scopus 로고    scopus 로고
    • Chinese source


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.