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Sphere support vector machines based on the hydraulic pump fault diagnosis

. In this paper, sphere support vector machine algorithm, a multi-fault classifier, and applied to fault diagnosis of hydraulic pumps. Experiments show that the original time domain data, the data does not require pretreatment to hydraulic pump 5 can be classified status, and in the case of small study samples, sphere support vector classification than the BP neural network classification method has better adaptability and classification capabilities. References: [1] VapnikV. N. The nature of statistical learning theory [M]. Zhang works, translated. Beijing: Tsinghua University Press, 20O0. [2] Guo-Xin, Tang Qingbo, Xu Dechang. Hydraulic pump based on support vector machine fault diagnosis [J]. Coal Mine Machinery, 2007,28 ( Cool

:193-195. [3] Ling Li Jun, Zhang Zhou lock, PROCEEDINGS. Support vector machines in the mechanical application of fault diagnosis [J]. Computer Engineering and Applications, 2O02 (19) :19-22. [4] Zhang Zhou lock, Li Ling Jun, PROCEEDINGS. Based on support vector machine multiple fault classifier and its application [J]. Mechanical Science and Technology, 2O04, 23 (5) :536-539. [5] ROCKETS. Liu Weiting. Support vector machine based fault diagnosis of marine diesel engine 【J]. Marine Engineering, 20o6 (5) :31-33. About the author: Hu Xiaoming (1978), Heilongjiang Fujin, lecturer, master, the main research directions: mechanical and electrical integration,[link widoczny dla zalogowanych], pattern recognition, Tel :0517 -83559165, E-mail: ysuhuyang @ 163. c0fn. Received Date: 20o8. o5.12 journal statement \Magazine has joined the \The magazine is self-financing unit, published in the journal published an article collection fees, but also of the royalties paid,[link widoczny dla zalogowanych], if not agree with those mentioned above, please write to indicate that this magazine will make the appropriate treatment. All entries must be sent by electronic mail, contributors can only use two-column version of Word row, and read carefully, word is appropriate in the 3000 ~ 5000 words. Before submission, please see mkjx. cn URL Instruction, Introduction to the end of the first to leave contact telephone number, e-mail. 2008 international standard A4 format magazine is still, 208 pages, price 15 yuan per copy, the annual 12 180, subscribers can subscribe to the local post office,[link widoczny dla zalogowanych], also provided on request Zhengding Dan, welcome to subscribe, contribute. Magazine advertising in 2008 prices as follows (the old prices and old customers, new customer implementation of the new price, multi-board discount) (yuan / version): cover (color) 10000 Cover (color) 8000 insert (color) 7000 back cover (color) 9000 Inside Back Cover (Color) 7500 inserts (black and white) 4000 inserts (black and white half page) 2400 within the pages (black) 2400 within the page (Half) 1200 Thousand IJ Statement \each one for the corresponding periods, Juanqi records published order. Founded in 1980, has been 28 years, each designated as Volume 1, 2008 for the first 29 volumes. 1 ~ 2, 1980 Volume 1 1991 to 1 to 6 for the first 12 volumes 1 to 12 in 2001 as Volume 22,[link widoczny dla zalogowanych], 1 1981, Volume 2, 6 to 1 to 6 in 1992, a period of Volume 13 2002 1 12 1982 for the first 23 volumes to 1 volume 3 6 1 6 1993 14 2003 for the first 1 to 12 for the first 24 volumes 1 to 6 of 1983 as volume 4 1 to 6 in 1994,[link widoczny dla zalogowanych], a period of 15 to 12 Volume 1 2004 Volume 25 period of 1 to 6 in 1984 to Volume 5 1 6 1995 16 2005 for the first 1 to 12 for the first 26 volumes 1985, 16 volumes in 1996 for the first 6 1-6 for the first 17 volumes of 1-12 in 2006 for the first 27 volumes of 1 to 6 1986 Volume 7, 1997 to 1-6 for the first 18 of 2007 1-12 of 1987 for the first 28 volumes 16 for the first 8 volumes 1-12 of 1998 for the first 19 1-12, 2008 for the first 29 volumes of 16 to 1988 Vol 9, 1999, 112 for the first 20 references to articles published in volume, the volume of the Cultural 1989 1 ~ 12 to Volume 10 2000 Volume 1-12 Chapter 21 of the referenced page numbers. 1990, 112 for the first l1 Volume 214 -
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