AN INTELLIGENT ASSESSMENT METHOD OF MAIN INSULATION CONDITION OF TRANSFORMER OIL PAPER INSULATION

作者: Liao Ruijin , Gao Jun , Coulibaly Mamadou-Lamine , Liu Xiao , Lv Yandong

DOI:

关键词:

摘要: The invention provides an intelligent assessment method of main insulation condition transformer oil paper insulation, comprising : establishing at least one standard states; for each state, performing accelerated thermal aging tests on a plurality samples to place the in wherein undergoes different time periods; extracting and frequency domain characteristic parameters samples; forming feature vector using sample, knowledge base from vectors all training classifier by base; assessing trained classifier. considers geometry, temperature transformer, thus is suitable field voltage grades oil-immersed condition.

参考文章(24)
Nicola Dominelli, Gordon R. Ashby, Frederick John Bird, Method and reagent kit for determining paper degredation in transformers ,(1995)
Deepak Gulabrai Uttamchandani, Robert George Blue, Furfuraldehyde detector and method of manufacturing the same ,(1998)
Thomas M. Golner, Jeffrey J. Nemec, Shirish P. Mehta, Padma P. Varanasi, Solid insulation for fluid-filled transformer and method of fabrication thereof ,(2010)
Chandima Ekanayake, Tapan K. Saha, Hui Ma, Machine learning techniques for power transformer insulation diagnosis australasian universities power engineering conference. pp. 1- 6 ,(2011)
Martin H. Fox, Paul E. Parker, Robert H. Turpin, Thomas M. Golner, High temperature insulation for liquid-filled transformers ,(1993)
T.K. Saha, P. Purkait, F. Muller, An attempt to correlate time & frequency domain polarisation measurements for the insulation diagnosis of power transformer IEEE Power Engineering Society General Meeting, 2004.. ,vol. 2, pp. 1793- 1798 ,(2004) , 10.1109/PES.2004.1373188
Jun Gao, Lijun Yang, Youyuan Wang, Chaoliang Qi, Jian Hao, Jiefeng Liu, Quantitative evaluation of ageing condition of oil-paper insulation using frequency domain characteristic extracted from modified cole-cole model IEEE Transactions on Dielectrics and Electrical Insulation. ,vol. 22, pp. 2694- 2702 ,(2015) , 10.1109/TDEI.2015.005067
Jian Li, Ruijin Liao, S. Grzybowski, Lijun Yang, Oil-paper aging evaluation by fuzzy clustering and factor analysis to statistical parameters of partial discharges IEEE Transactions on Dielectrics and Electrical Insulation. ,vol. 17, pp. 756- 763 ,(2010) , 10.1109/TDEI.2010.5492248
Wang He-Xing, Yang Qi-Ping, Zheng Qun-Ming, Artificial neural network for transformer insulation aging diagnosis international conference on electric utility deregulation and restructuring and power technologies. pp. 2233- 2238 ,(2008) , 10.1109/DRPT.2008.4523782