메뉴 건너뛰기




Volumn 27, Issue 27, 2007, Pages 7-12

Prediction of leakage current of outdoor insulators based on BP artificial neural network

Author keywords

Artificial neural network; Equivalent salt deposit density; Insulator; Leakage current; Relative humidity

Indexed keywords

BACKPROPAGATION; ELECTRIC INSULATORS; FLASHOVER; LEAKAGE CURRENTS; SALT DEPOSITS;

EID: 35548934122     PISSN: 02588013     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (48)

References (19)
  • 1
    • 12344293321 scopus 로고    scopus 로고
    • Application and prospect of polymeric outdoor insulation in China
    • Chinese source
    • Guan Zhicheng, Wang Shaowu, Liang Xidon, et al. Application and prospect of polymeric outdoor insulation in china [J]. High Voltage Engineering, 2000, 26(6): 37-39 (in Chinese).
    • (2000) High Voltage Engineering , vol.26 , Issue.6 , pp. 37-39
    • Guan, Z.1    Wang, S.2    Liang, X.3
  • 2
    • 33846180575 scopus 로고    scopus 로고
    • Research on leakage current and discharge phenomena of insulators
    • Chinese source
    • Li Zhi, Wang Yongjiang, Wang Liming, et al. Research on leakage current and discharge phenomena of insulators [J]. High Voltage Engineering, 2002, 28(120): 1-2 (in Chinese).
    • (2002) High Voltage Engineering , vol.28 , Issue.120 , pp. 1-2
    • Li, Z.1    Wang, Y.2    Wang, L.3
  • 3
    • 12544250986 scopus 로고    scopus 로고
    • Frequency characteristics of leakage current waveforms of a string of suspension insulators
    • Tomotaka Suda. Frequency characteristics of leakage current waveforms of a string of suspension insulators [J]. IEEE Transactions on Power Delivery, 2005, 20(1): 481-487.
    • (2005) IEEE Transactions on Power Delivery , vol.20 , Issue.1 , pp. 481-487
    • Suda, T.1
  • 5
    • 0347337898 scopus 로고    scopus 로고
    • Modeling leakage current and electric field behavior of wet contaminated insulators
    • Piah M A M, Darus A. Modeling leakage current and electric field behavior of wet contaminated insulators [J]. IEEE Transactions on Power Delivery, 2004, 19(1): 432-433.
    • (2004) IEEE Transactions on Power Delivery , vol.19 , Issue.1 , pp. 432-433
    • Piah, M.A.M.1    Darus, A.2
  • 6
    • 0038107761 scopus 로고    scopus 로고
    • Evaluation on the on-line detection results of insulator strings using fuzzy logic method
    • Chinese source
    • Nie Yixiong, Yin Xianggeng, Liu Chun, et al. Evaluation on the on-line detection results of insulator strings using fuzzy logic method [J]. Proceedings of the CSEE, 2003, 23(3): 131-136 (in Chinese).
    • (2003) Proceedings of the CSEE , vol.23 , Issue.3 , pp. 131-136
    • Nie, Y.1    Yin, X.2    Liu, C.3
  • 7
    • 1442307833 scopus 로고    scopus 로고
    • Extrapolation of insulator's ESDD based on climate factor with artificial neural network
    • Chinese source
    • Zhang Han, Wen Xishan, Ding Hui. Extrapolation of insulator's ESDD based on climate factor with artificial neural network [J]. High Voltage Apparatus, 2003, 39(6): 31-32, 35 (in Chinese).
    • (2003) High Voltage Apparatus , vol.39 , Issue.6
    • Zhang, H.1    Wen, X.2    Ding, H.3
  • 8
    • 33645642398 scopus 로고    scopus 로고
    • Forecasting the ESDD of insulator based on least squares support vector machine
    • Chinese source
    • Jiao Shangbin, Liu Ding, Zheng Gang, et al. Forecasting the ESDD of insulator based on least squares support vector machine [J]. Proceedings of the CSEE, 2006, 26(2): 149-153 (in Chinese).
    • (2006) Proceedings of the CSEE , vol.26 , Issue.2 , pp. 149-153
    • Jiao, S.1    Liu, D.2    Zheng, G.3
  • 9
    • 85009321224 scopus 로고    scopus 로고
    • Chinese source
  • 10
    • 0035723292 scopus 로고    scopus 로고
    • Selection of numbers of insulator of pollution insulator strings for DC transmission line
    • Chinese source
    • Wu Guangya, Cai Wei, Lu Yanlong, et al. Selection of numbers of insulator of pollution insulator strings for DC transmission line [J]. High Voltage Engineering, 2001, 27(6): 51-53 (in Chinese).
    • (2001) High Voltage Engineering , vol.27 , Issue.6 , pp. 51-53
    • Wu, G.1    Cai, W.2    Lu, Y.3
  • 11
    • 33749005639 scopus 로고    scopus 로고
    • Influence of ESDD and NSDD on AC flashover characteristic of artificially polluted XP-160 insulators
    • Chinese source
    • Jiang Xingliang, Shu Lichun, Zhang Yongji, et al. Influence of ESDD and NSDD on AC flashover characteristic of artificially polluted XP-160 insulators [J]. Proceedings of the CSEE, 2006, 26(15): 24-28 (in Chinese).
    • (2006) Proceedings of the CSEE , vol.26 , Issue.15 , pp. 24-28
    • Jiang, X.1    Shu, L.2    Zhang, Y.3
  • 12
    • 34250788806 scopus 로고    scopus 로고
    • Contamination flashover performance of DC insulator strings
    • Chinese source
    • Li Wufeng, Fan Jianbin, Li Peng, et al. Contamination flashover performance of DC insulator strings[J]. Power System Technology, 2006, 30(15): 21-24 (in Chinese).
    • (2006) Power System Technology , vol.30 , Issue.15 , pp. 21-24
    • Li, W.1    Fan, J.2    Li, P.3
  • 13
    • 0023865814 scopus 로고
    • Measurements of contamination on post insulators in HVDC converter stations
    • Schneider H M. Measurements of contamination on post insulators in HVDC converter stations [J]. IEEE Transactions on Power Delivery, 1988, 3(1): 398-404.
    • (1988) IEEE Transactions on Power Delivery , vol.3 , Issue.1 , pp. 398-404
    • Schneider, H.M.1
  • 15
    • 85009303821 scopus 로고    scopus 로고
    • Chinese source
  • 16
    • 85009303822 scopus 로고    scopus 로고
    • Chinese source
  • 17
    • 23744483406 scopus 로고    scopus 로고
    • The building and application of a neural network model for forecasting the flashover voltage of the insulator in complex ambient conditions
    • Chinese source
    • Yang Qing, Sima Wenxia, Jiang Xingliang, et al. The building and application of a neural network model for forecasting the flashover voltage of the insulator in complex ambient conditions [J]. Proceedings of the CSEE, 2005, 25(13): 155-159 (in Chinese).
    • (2005) Proceedings of the CSEE , vol.25 , Issue.13 , pp. 155-159
    • Yang, Q.1    Sima, W.2    Jiang, X.3
  • 18
    • 15744362966 scopus 로고    scopus 로고
    • Evaluating the aging condition of main insulation in large generator based BP artificial neural network with fuzzy output
    • Chinese source
    • Yue Bo, Xie Hengkun. Evaluating the aging condition of main insulation in large generator based BP artificial neural network with fuzzy output [J]. Proceedings of the CSEE, 2005, 25(2): 76-81 (in Chinese).
    • (2005) Proceedings of the CSEE , vol.25 , Issue.2 , pp. 76-81
    • Yue, B.1    Xie, H.2
  • 19
    • 85009334306 scopus 로고    scopus 로고
    • Chinese source


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.