Chaos modeling and real-time online prediction of permanent magnet synchronous motor based on multiple kernel least squares support vector machine

Wuli Xuebao/Acta Physica Sinica

Volumn 59, Issue 4, 2010, Pages 2310-2318

  Chen, Qiang ^a   Ren, Xue Mei ^a  

^a BEIJING INSTITUTE OF TECHNOLOGY   (China)

Author keywords

Chaotic prediction; Least squares support vector machine; Multiple kernel learning; Permanent magnet synchronous motor

Indexed keywords

EID: 77952557123     PISSN: 10003290     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (25)

1. Pillay P, Krishnan R 1989 IEEE Trans. Ind. Appl. 25 265
2. Rahman M A, Zhou P 1996 IEEE Trans. Ind. Electron. 43 256
3. Ooshima M, Chiba A 2004 IEEE Trans. En. Convers. 19 569
4. Li Z, Park J B, Joo Y H, Zhang B, Chen G 2002 IEEE Trans. Circ. Syst. I 49 383
5. Jing Z, Yu C, Chen G 2004 Chaos, Solitons. Fract. 22 831
6. Xue W 2009 Acta Phys. Sin. 58 8146 (in Chinese)
7. Zhang B, Li Z, Mao Z Y 2002 Cont. Theory Appl. 19 841 (in Chinese)
8. Zhang J M, Wang K J 2007 Proc. Chin. Soc. Electr. Engng. 27 7 (in Chinese)
9. Tan W, Wang Y N, Liu Z R, Zhou S W 2003 Acta Phys. Sin. 52 795 (in Chinese)
10. Wang Y S, Sun J, Wang C J, Fan H D 2008 Acta Phys. Sin. 57 6120 (in Chinese)
11. Zhang J F, Hu S S 2007 Acta Phys. Sin. 56 713 (in Chinese)
12. Vapnik V 1995 The Nature of Statistical Learning Theory (Singapore: World Scientific)
13. Suykens J A K, Gestel T V, Brabanter, Moor B D, Vandewalle J 2002 Least Squares Support Vector Machines (Singapore: World Scientific)
14. Ye M Y, Wang X D, Zhang H R 2005 Acta Phys. Sin. 54 2568 (in Chinese)
15. Guo Z K, Song Z Q, Mao J Q 2009 Contr. Decis. 24 145 (in Chinese)
16. Zien A, Ong C S 2007 Proceeding of the 24th International Conference on Machine Learning Oregon, USA, June 20-24 2007 P1191
17. Hu M, Chen Y, Kwok J T 2009 IEEE Trans. Neural Network 20 827
18. Zhang J F, Hu S S 2008 Acta Phys. Sin. 57 2708 (in Chinese)
19. Takens F 1981 Lecture Notes in Mathematics (Berlin: Springer) p366
20. Kantz H, Schreiber T 1997 Nonlinear Time Series Analysis (Cambridge: Cambridge University Press)
21. Fraster A M, Swinney H L 1986 Phys. Rev. A 33 1134
22. Kugiurmtzis D 1996 Physica D 28 13
23. Kim H S, Eykholt R, Salas J D 1999 Physica D 127 48
24. Kuhn H W, Tucker A W 1951 Proceedings of 2nd Berkeley Symposium (Berkeley: University of California Press) p481
25. Mercer J 1909 Philos. Trans. Roy. Soc. 209 415