New approach to robust fault detection of nonlinear dynamic systems

Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering

Volumn 27, Issue 5, 2007, Pages 81-86

  Wang, Hong Jiang ^a   Sun, Bao Min ^a   Tian, Jin Bu ^b  

^a NORTH CHINA ELECTRIC POWER UNIVERSITY   (China)

^b China Electric Power Information Center   (China)

Author keywords

Fault detection; Nonlinear system; Power station boiler; Simulation; Thermal power engineering

Indexed keywords

BOILERS; COMPUTER SIMULATION; HEATING; NONLINEAR SYSTEMS; RADIAL BASIS FUNCTION NETWORKS; ROBUSTNESS (CONTROL SYSTEMS);

ADAPTIVE THRESHOLDS; MODELLING ERRORS; POWER STATION BOILER; THERMAL POWER ENGINEERING;

FAULT DETECTION;

EID: 34248221980     PISSN: 02588013     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (17)

1. Lu Baiquan, Li Tianduo, Lu Chongde. New approach for fault detection for nonlinear systems based on frame theory of hilbert space[J]. Proceedings of the CSEE, 1993, 18(1): 19-21 (in Chinese).
2. Ding Yanjun, Wang Peihong, Lu Zhenzhong etc. A novel method of early fault detection and diagnosis for technical process[J]. Proceedings of the CSEE, 2003, 20(3): 61-65 (in Chinese).
3. Huang Xiaobin, Niu Yuguang, Liu Jizhen, et al. Fault diagonosis for sensors based on fuzzy dynamical model[J]. Proceeding of the CSEE, 2003, 23(3): 183-187 (in Chinese).
4. Shen L C, Hsu P L. Robust design of fault isolation observers[J]. Automatica, 1998, 34(11): 1421-1429.
5. Chen J, Patton R J. Robust model-based fault diagnosis for dynamic systems. Dordrecht: Kluwer Academic Publisers, 1999.
6. Basseville M. Detection changes in signals and systems[J]. Automatica, 1998, 24(3): 309-324.
7. Marinaro M, Scarpetta S. On-line learning in RBF neural networks, a stochastic approach[J]. Neural Networks, 2003, 13(7): 719-728.
8. Moody J, Darken C. Fast learning in networks of locally-tuned processing units[J]. Neural Computation, 1989, 1: 281-294.
9. Leonard J A, Kramer M A, Ungar L H. Using radial basis functions to approximate a function and its error bounds[J]. IEEE Transactions on Neural Networks, 1992, 3(4): 624-627.
10. SIGLA/X. Modal interval[J]. Reliable Computing, 2001, 7(2): 77-111.
11. SIGLA/X. Applications of interval analysis to systems and control[C]. Proceedings of MISC 1999. Universitat de Girona, 1999.
12. Armengol J, Vehi J, Trave-Massuyes. Interval model-based fault detection using multiple sliding time windows[C]. 4th Symposium on Fault Detection, Supervision and Safety for Technical Processes (Safeprocess 2000), Budapest, Hungary, 2000.
13. Ren Tingjin, Xie Maoqing, Li Zhigang etc. A new method of chain structure medeling on boiler's single-phase heat-exchanger[J]. Proceedings of the CSEE, 2003, 23(3): 175-178 (in Chinese).
14. Fang Yongsheng, Jiang Xuezhi, Lu Chongde. A high-precision modified lumped-parameter dynamic model applied to uniphase boiler sections[J]. Proceedings of the CSEE, 2000, 20(1): 50-54 (in Chinese).