Forecasting dissolved gases content in power transformer oil based on support vector machine with genetic algorithm
作者： Sheng-Wei Fei , Yu Sun
DOI: 10.1016/J.EPSR.2007.04.006
关键词:
摘要: … Therefore, if we forecast these dissolved gases content in power transformer oil according … transformer and its development trend will be found out early, then the loss of transformer will …
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sci-hub.se 参考文章(15)
Sihua Peng, Qianghua Xu, Xuefeng Bruce Ling, Xiaoning Peng, Wei Du, Liangbiao Chen, Molecular classification of cancer types from microarray data using the combination of genetic algorithms and support vector machines. FEBS Letters. ,vol. 555, pp. 358- 362 ,(2003) , 10.1016/S0014-5793(03)01275-4
M. H. WANG, Grey-Extension Method for Incipient Fault Forecasting of Oil-Immersed Power Transformer Electric Power Components and Systems. ,vol. 32, pp. 959- 975 ,(2004) , 10.1080/15325000490257999
Ping-Feng Pai, Wei-Chiang Hong, Forecasting regional electricity load based on recurrent support vector machines with genetic algorithms Electric Power Systems Research. ,vol. 74, pp. 417- 425 ,(2005) , 10.1016/J.EPSR.2005.01.006
Kyoung-jae Kim, Financial time series forecasting using support vector machines Neurocomputing. ,vol. 55, pp. 307- 319 ,(2003) , 10.1016/S0925-2312(03)00372-2
C.E. Lin, J.-M. Ling, C.-L. Huang, An expert system for transformer fault diagnosis using dissolved gas analysis IEEE Transactions on Power Delivery. ,vol. 8, pp. 231- 238 ,(1993) , 10.1109/61.180341
Cheng-Lung Huang, Chieh-Jen Wang, None, A GA-based feature selection and parameters optimizationfor support vector machines Expert Systems With Applications. ,vol. 31, pp. 231- 240 ,(2006) , 10.1016/J.ESWA.2005.09.024
Kuan-Yu Chen, Cheng-Hua Wang, Support vector regression with genetic algorithms in forecasting tourism demand Tourism Management. ,vol. 28, pp. 215- 226 ,(2007) , 10.1016/J.TOURMAN.2005.12.018
Sung-Hwan Min, Jumin Lee, Ingoo Han, None, Hybrid genetic algorithms and support vector machines for bankruptcy prediction Expert Systems With Applications. ,vol. 31, pp. 652- 660 ,(2006) , 10.1016/J.ESWA.2005.09.070
Gavin C. Cawley, Nicola L.C. Talbot, Fast exact leave-one-out cross-validation of sparse least-squares support vector machines Neural Networks. ,vol. 17, pp. 1467- 1475 ,(2004) , 10.1016/J.NEUNET.2004.07.002
Ping-Feng Pai, System reliability forecasting by support vector machines with genetic algorithms Mathematical and Computer Modelling. ,vol. 43, pp. 262- 274 ,(2006) , 10.1016/J.MCM.2005.02.008