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Fault Inference, Control Systems, and Neural Networks

Book Chapters:

• L. Campo, Y. Bar-Shalom, and X. R. Li, "Control of discrete-time hybrid stochastic systems," C. T. Leondes, ed., Control and Dynamic Systems: Advances in Theory and Applications, Vol. 76, Academic Press, San Diego, 1996, pp. 341-361

Journal Articles:

• Y. M. Zhang and X. R. Li, "A fast U-D factorization-based learning algorithm with applications to nonlinear system modeling and identification," IEEE Transactions on Neural Networks, 10(4):930-938, July 1999 pdf
  
• Y. M. Zhang and X. R. Li, "Detection and diagnosis of sensor and actuator failures using IMM estimator," IEEE Transactions on Aerospace and Electronic Systems, 34(4):1293-1312, October 1998 pdf
• Liangjie Zhang, Yanda Li, and Huimin Chen, "A New Global Optimizing Algorithm for Fuzzy Neural Networks," International Journal of Electronics Vol 80, No 3, March 1996, pp.393-404

Conference Proceedings Papers:

• Aravena. K.-M. Zhou, F. Chowdhury, and X. R. Li, “Integrated Failure Accommodation Methods,” Proc. 2005 AIAA Conf. Guidance, Navigation, Control, San Francisco, CA, August 16-18, 2005, 19 pages
• J.-F. Ru and X. R. Li, "Interacting multiple-model algorithm with maximum likelihood estimation for FDI," Proc. 2003 IEEE International Symp. Intelligent Control, Houston, TX, October 2003, pp. 661-666
• L. Mihaylova, E. Semerdjiev and X. R. Li, "Detection and localization of faults in system dynamics by IMM estimator," Proc. 1999 International Conf. on Information Fusion, Sunnyvale, CA, July 1999, pp. 937-943
  
• X. R. Li and L. Wang, "Fault detection and identification using sequential probability ratio test," Proc. 1999 IEEE Power Engineering Society Winter Meeting, New York, January 1999 pdf
  
• Y. M. Zhang and X. R. Li, "Detection and diagnosis of sensor and actuator failures using interacting multiple-model estimator," Proc. 36th IEEE Conf. Decision and Control, San Diego, CA, December 1997, pp. 4475-4480
  
• Y. M. Zhang and X. R. Li, "Helicopter parameter identification using functional-link net," Proc. 2nd World Congress on Intelligent Control and Intelligent Automation, Xian, China, June 1997, pp. 1280-1285
  
• Y. M. Zhang and X. R. Li, "A fast and robust recursive prediction error learning algorithm for feedforward neural networks," Proc. 35th IEEE Conf. Decision and Control, Kobe, Japan, December 1996, pp. 2036-2041
  
• Y. M. Zhang and X. R. Li, "Hybrid training of RBF networks with application to nonlinear systems identification," Proc. 35th IEEE Conf. Decision and Control, Kobe, Japan, December 1996, pp. 937-942
  
• Y. M. Zhang, X. R. Li, X. Yang, and H. Zhang, "Detection and identification of bias faults in nonlinear systems," Proc. 35th IEEE Conf. Decision and Control, Kobe, Japan, December 1996, pp. 638-639
  
• Y. M. Zhang and X. R. Li, "Fixed-interval smoothing algorithm based on singular value decomposition," Proc. IEEE 5th Conf. Control Applications, Dearborn, MI, September 1996, pp. 916-921
  
• Y. M. Zhang, X. R. Li, G. Dai, H. Zhang, and H. Chen "Fault detection and identification of dynamic systems using multiple feedforward neural networks," Proc. IFAC 13th World Congress, San Francisco, CA, USA, June-July 1996, pp. 241-246, 7f-07 5
  
• Y. M. Zhang and X. R. Li, "A new fast U-D factorization-based learning algorithm with applications to nonlinear system modeling and identification," Proc. International Conf. Neural Networks, Washington, DC, June 1996, pp. 623-628
  
• Y. M. Zhang, X. R. Li, Z. W. Zhu, and H. C. Zhang "A new clustering and training method for radial basis function network," Proc. International Conf. Neural Networks, Washington, DC, June 1996, pp. 311-316
  

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