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含大时滞和噪声的网络化控制系统的最优故障诊断

李娟 赵友刚 于洋 张鹏 高洪伟

李娟, 赵友刚, 于洋, 张鹏, 高洪伟. 含大时滞和噪声的网络化控制系统的最优故障诊断. 自动化学报, 2012, 38(5): 858-864. doi: 10.3724/SP.J.1004.2012.00858
引用本文: 李娟, 赵友刚, 于洋, 张鹏, 高洪伟. 含大时滞和噪声的网络化控制系统的最优故障诊断. 自动化学报, 2012, 38(5): 858-864. doi: 10.3724/SP.J.1004.2012.00858
LI Juan, ZHAO You-Gang, YU Yang, ZHANG Peng, GAO Hong-Wei. Optimal Fault Diagnosis for Networked Control Systems withLarge Time-delays and Noises. ACTA AUTOMATICA SINICA, 2012, 38(5): 858-864. doi: 10.3724/SP.J.1004.2012.00858
Citation: LI Juan, ZHAO You-Gang, YU Yang, ZHANG Peng, GAO Hong-Wei. Optimal Fault Diagnosis for Networked Control Systems withLarge Time-delays and Noises. ACTA AUTOMATICA SINICA, 2012, 38(5): 858-864. doi: 10.3724/SP.J.1004.2012.00858

含大时滞和噪声的网络化控制系统的最优故障诊断

doi: 10.3724/SP.J.1004.2012.00858
详细信息
    通讯作者:

    李娟, 青岛农业大学教授. 2008 年获中国海洋大学博士学位. 主要研究方向为动态系统的故障诊断和容错控制, 复杂系统的分析与设计.

Optimal Fault Diagnosis for Networked Control Systems withLarge Time-delays and Noises

  • 摘要: 研究含大测量时滞和噪声的网络控制系统(Networked control systems, NCS)的故障诊断问题, 提出一种新的基于无时滞转换方法的最优故障诊断器的设计方法. 该方法首先构造一个隐含故障状态的增广系统, 并利用无时滞转换方法将含有测量时滞的网络控制系统转换为无时滞系统. 然后给出了故障的可诊断性判据, 并利用对偶原理将最优故障诊断器的设计问题转换为状态反馈控制器设计问题. 最后, 通过构造一种满足二次型性能指标的最优故障诊断器, 实现了故障的实时诊断. 仿真示例验证了该方法的可行性和有效性.
  • [1] Zhou Dong-Hua, Hu Yan-Yan. Fault diagnosis techniques for dynamic systems. Acta Automatica Sinica, 2009, 35(6): 748-758 (周东华, 胡艳艳. 动态系统的故障诊断技术. 自动化学报, 2009, 35(6): 748-758)[2] He X, Wang Z D, Ji Y D, Zhou D H. Network-based fault detection for discrete-time state-delay systems: a new measurement model. International Journal of Adaptive Control and Signal Processing, 2008, 22(5): 510-528[3] Huo Zhi-Hong, Fang Hua-Jing. Fault-tolerant control research for networked control system under communication constraints. Acta Automatica Sinica, 2006, 32(5): 659-666[4] Wan X B, Fang H J, Fu S. Fault detection for networked systems subject to access constraints and packet dropouts. Journal of Systems Engineering and Electronics, 2011, 22(1): 127-134[5] Ma L F, Wang Z D, Chen X M, Guo Z. Robust control for a class of nonlinear networked systems with stochastic communication delays via sliding mode conception. Journal of Control Theory and Applications, 2010, 8(1): 34-39[6] Li X, Wu X B, Xu Z L, Huang C. Fault detection observer design for networked control system with long time-delays and packet dropout. Journal of Systems Engineering and Electronics, 2010, 21(5): 877-882[7] Wei T, Huang Y F, Chen C L. Adaptive sensor fault detection and identification using particle filter algorithms. IEEE Transactions on Systems, Man, and Cybernetics, Part C-Applications and Reviews, 2009, 39(2): 201-213[8] Wang Y Q, Ye H, Ding S X, Cheng Y, Zhang P, Wang G Z. Fault detection of networked control systems with limited communication. International Journal of Control, 2009, 82(7): 1344-1356[9] Wang Yong-Qiang, Ye Hao, Wang Gui-Zeng. Recent development of fault detection techniques for networked control systems. Control Theory Applications, 2009, 26(4): 400-409 (王永强, 叶昊, 王桂增. 网络化控制系统故障检测技术的最新进展. 控制理论与应用, 2009, 26(4): 400-409)[10] Jiang Bin, Mao Ze-Hui. Fault diagnosis for networked control systems. Journal of Nanjing University of Aeronautics Astronautics, 2009, 41(2): 145-149 (姜斌, 冒泽慧. 网络控制系统的故障诊断. 南京航空航天大学学报, 2009, 41(2): 145-149)[11] Bai L S, Tian Z H, Shi S J. Robust fault detection for a class of nonlinear time-delay systems. Journal of the Franklin Institute, 2007, 344(6): 873-888[12] He Xiao, Wang Zi-Dong, Ji Yin-Dong, Zhou Dong-Hua. Robust fault detection for a class of nonlinear networked systems. Aerospace Control and Application, 2010, 36(5): 7-12, 49 (何潇, 王子栋, 吉吟东, 周东华. 一类非线性网络化系统的鲁棒故障检测. 空间控制技术与应用, 2010, 36(5): 7-12, 49)[13] Zhang Y M, Guo L, Wang H. Filter-based fault detection and diagnosis using output PDFs for stochastic systems with time delays. International Journal of Adaptive Control and Signal Processing, 2006, 20(4): 175-194[14] Mao Z H, Jiang B. Fault estimation and accommodation for networked control systems with transfer delay. Acta Automatica Sinica, 2007, 33(7): 738-743[15] Li Juan, Ye Ruo-Hong, Tang Gong-You. Real-time fault diagnosis and optimal fault-tolerant control for systems with control time-delay. Control and Decision, 2008, 23(4): 439-444 (李娟, 叶若红, 唐功友. 含控制时滞系统的实时故障诊断和最优容错控制. 控制与决策, 2008, 23(4): 439-444)[16] Mao Z H, Jiang B, Shi P. Fault detection for a class of nonlinear networked control systems. International Journal of Adaptive Control and Signal Processing, 2010, 24(7): 610-622[17] Gao Z W, Breikin T, Wang H. Reliable observer-based control against sensor failures for systems with time delays in both state and input. IEEE Transactions on Systems, Man, and Cybernetics, Part A-Systems and Humans, 2008, 38(5): 1018-1029[18] Liu Yun-Xia, Zhong Mai-Ying. Parity space-based fault detection for networked control systems. Systems Engineering and Electronics, 2006, 28(10): 1553-1555, 1605 (刘云霞, 钟麦英. 基于等价空间的网络控制系统故障检测问题研究. 系统工程与电子技术, 2006, 28(10): 1553-1555, 1605)[19] Li J, Tang G Y. Fault diagnosis for networked control systems with delayed measurements and inputs. IET Control Theory and Applications, 2010, 4(6): 1047-1054[20] He X, Wang Z D, Ji Y D, Zhao D. Fault detection for discrete-time systems in a networked environment. International Journal of Systems Science, 2010, 41(8): 937-945[21] Zhang Jie, Bo Yu-Ming, Hu Wei-Li. Fault detection of networked control systems with output delays. Control Engineering of China, 2009, 16(3): 254-256 (张捷, 薄煜明, 胡维礼. 具有输出时延的网络控制系统故障检测. 控制工程, 2009, 16(3): 254-256)[22] Tang G Y, Li J. Optimal fault diagnosis for systems with delayed measurements. IET Control Theory and Applications, 2008, 2(11): 990-998
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  • 收稿日期:  2011-05-31
  • 修回日期:  2011-12-01
  • 刊出日期:  2012-05-20

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