Notice of Retraction: Diagnosis method for connection-related faults in motion system based on SVM

Proceedings of the 2009 International Conference on Machine Learning and Cybernetics

Volumn 2, Issue , 2009, Pages 1053-1058

  Xiao, Jin Zhuang ^a   Wang, Hong Rui ^a   Gao, Zheng ^a  

^a HEBEI UNIVERSITY   (China)

Author keywords

Connection related faults; Gaussian kernel; Numeric control; SVM; X Y platform

Indexed keywords

FAULT DETECTION; NUMERICAL CONTROL SYSTEMS; SUPPORT VECTOR MACHINES;

DECISION FUNCTIONS; DIAGNOSIS METHODS; GAUSSIAN FUNCTIONS; GAUSSIAN KERNELS; MOTION PLATFORMS; NONLINEAR KERNELS; NUMERIC CONTROL; X-Y PLATFORM;

LEARNING SYSTEMS;

EID: 70350726666     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICMLC.2009.5212383     Document Type: TB

References (12)

1. B. Torgny, "Present and future robot control development-An industrial perspective", Annual Reviews in Control, Vol 31, pp. 69-79, 2007.
2. R.Isermann. "Model-based fault-detection and diagnosis - status and applications", Annual Reviews in Control,Vol 29, pp. 71-85, 2005.
3. H. Liu, and M.George, "A model-based approach to robot fault diagnosis", Knowledge-Based Systems,Vol 18, pp.225-233, 2005.
4. V. Vandi, and S.Reid, "Scalable robot fault detection and identification", Robotics and Autonomous Systems, Vol 54, pp.184-191, 2006.
5. S. Nalinaksh, and D. S.Vyas, "Artificial neural network design for fault identification in a rotor-bearing system", Mechanism and Machine Theory, Vol 36, pp.157-175, 2001.
6. Y. Lei, Z. He, and Y. Zi, "Fault diagnosis based on novel hybrid intelligent mode", Chiness Journal of Mechanical Engineering, Vol 44, No. 7, pp.112-117, 2008.
7. L. Zhang, G.L.Xiong, H.S. Liu, et al, "TVAR and SVM based fault diagnosis method for rotation machine", Proceedings of the CSEE, Vol 27, No.9, pp. 99-103, 2007.
8. R. Fang, L. Zheng, H.H. Ma,et al, "Fault diagnosis for rotor of induction machine based onMCSA and SVM", Chinese Journal of Scientific Instrument, Vol 28, No.2, pp.252-257, 2007.
9. Z.H. Duan, Z.X. Cai, and J.X. Yu, "Fault diagnosis and fault tolerant control of mobile robots in unknown environments : a survey", Robot, Vol 27, No.4, pp.373-379, 2005.
10. F. Reyes, and A.Rosado, "Polynomial family of PD-type controllers for robot manipulators", Control Engineering Practice, No.13, pp. 441-450, 2005.
11. A.Shigeo, Support vector machines for pattern classification, Springer-Verlag London Limited, 2005.
12. C. W. Hsu, C. C. Chang, and C. J. Lin, "A Practical Guide to Support Vector Classification", http:// www.csie.ntu.edu.tw /̃cjlin, July,2003.