Real-time Fault Diagnosis of Urban Train Brake System Based on LMI

Abstract

Abstract:

Real-time fault diagnosis of urban rail train braking system is an important means for the stable and safe operation of urban rail transit. Based on the real time data acquisition of urban rail train braking system, a braking system control model is established with linear matrix inequality (LMI) theory, and then a residual generator is designed for system control output. It calibrates the key parameters of the residual generator and threshold of the fault residual generator, based on the application of control theory. A real-time fault diagnosis method is put forward for urban rail train. Simulation results show that the fault diagnosis method is real-time and availability.

Key words: intelligent transportation, urban rail train, brake system, fault diagnosis, LMI, decentralized system, residuals estimates

摘要：

城轨列车制动系统在途故障诊断方法是增强列车运行安全性的一个重要手段.本文基于城轨列车制动过程实时检测数据，采用线性矩阵不等式(LMI)和分散式控制的理论方法，建立了列车制动系统控制模型、列车及车厢的制动状态残差发生器，提出了残差发生器关键参数及故障阈值的标定方法，形成了城轨列车制动系统在途故障诊断方法.通过仿真实验,验证了诊断方法的有效性与实时性.

关键词: 智能交通, 城轨列车, 制动系统, 故障诊断, LMI, 分散式控制, 残差估计

CLC Number:

U491

YU Bo,JI Chang-xu,JIA Li-min,LONG Jing,CHEN Xi-jun. Real-time Fault Diagnosis of Urban Train Brake System Based on LMI[J]. Journal of Transportation Systems Engineering and Information Technology, 2013, 13(6): 154-160.

余博，季常煦，贾利民，龙静，陈希隽. 基于LMI的城轨列车制动系统在途故障诊断方法研究[J]. 交通运输系统工程与信息, 2013, 13(6): 154-160.

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URL: http://www.tseit.org.cn/EN/abstract/abstract18693.shtml

http://www.tseit.org.cn/EN/Y2013/V13/I6/154

References

[1]于振宇,陈德旺. 城轨列车制动模型及参数辨识[J]. 铁道学报, 2011, 33(10): 37-40. [YU Z Y, CHEN D W. Modeling and system identification of the braking system of urban rail vehicles [J]. Journal of the China Railway Society, 2011, 33(10)：37-40.]

[2]吴萌岭, 程光华, 王孝延,等. 列车制动减速度控制问题的探讨[J]. 铁道学报, 2009, 31(1): 94-97.[ WU M L,CHENG G H,WANG X Y, et al. Discussion of braking deceleration control of railway vehicles[J]. Journal of the China Railway Society, 2009, 31(1)：94-97.]

[3]Henry JJ, Andrews J D. Computerized fault tree construction for a train braking system[J]. Quality and Reliability Engineering International, 1997，13(5)：290-309.

[4]Ding Jianbo，Cai Hangfeng. The design of fault diagnosis system of 120-type freight train brake[C].ICEICE – Proc，2011：5463-5465.

[5]陈绍宽，毛保华，何天健，等. 基于事故树分析的铁路牵引供电系统可靠性评价[J]，铁道学校，2006，28(6):123-129.[CHEN S K，MAO B H，HE T J，et al. Reliability evaluation of railway traction power systems by fault tree analysis[J]. Journal of the China Reilway Socity, 2006，28(6)：123-129]

[6]高金凤，俞立，王春平. 线性矩阵不等式及其在控制工程中的应用[J]. 控制工程，2003，10(2): 145-148. [GAO J F，YU L，WANG C P. LMI and its applications in control engineering[J].Control Engineering, 2003,10(2)：145-148.]

[7]D’Andrea R. Linear matrix inequality conditions for robustness and control design[J]. International Journal of Robust and Nonlinear Control, 2001, 11(6):541-554.

[8]俞立. 鲁棒控制——线性矩阵不等式处理方法[M]，北京:清华大学出版社，2002.[YU L. Robust control——the linear matrix inequality approach[M]. Beijing: Tsinghua University Press，2002.]

[9]刘海,苏梅,彭宏勤，等. 城市轨道交通列车制动问题研究[J]. 交通运输系统工程与信息, 2011, 11(6): 93-97. [LIU H, SU M, PEN H Q， et al. Braking performances of urban rail trains[J]. Journal of Transportation Systems Engineering and Information Technology[J], 2011,11(6)：93-97.]

[10]陈穗九. 广州地铁车辆的技术特点[J]. 电力机车与城轨车辆，2006，29(3):1-7. [CHEN S J. Technical characteristics of metro vehicles in Guangzhou[J]. Electric Locomotives & Mass Transit Vehicles，2006，29(3)：1-7.] 

[11]刘豹.现代控制理论[M]. 北京:机械工业出版社, 2006.[LIU B. Modern control theory[M]. Beijing: Machinery Industry Press, 2006.]

[12]Gui W H, Xie Y F, Yang C H, et al. Decentralized robust H-infinity output feedback control for value bounded uncertain large-scal interconnected systems[C]. CDC-Proc， 2007：16-28.

[13]P Zhang,S X Ding. On fault detection in linear discrete-time, periodic, and sampled-data systems [J]. J. Contr. Sci. &Eng., 2008, 18.

[14]M Zhong, S X Ding, J Lam,et al. LMI approach to design robust fault detection filter for uncertain LTI systems[J]. Automatica, 39(3)：543-550, 2003.

[15]黄文灿. 广州地铁3号线列车网络控制系统及其故障诊断分析[J]. 机车电传动, 2012, (6) :54-56. [HUANG W C. Train network control system and its fault diagnosis of Guangzhou metro line 3[J]. Electric Drive for Locomotives, 2012, (6)：54-56.]