离心式压缩机执行器故障诊断方法设计
Design of Fault Diagnosis Method for Centrifugal Compressor Actuator
DOI: 10.12677/MOS.2017.62008, PDF, HTML, XML, 下载: 1,578  浏览: 2,838 
作者: 皇雅斌, 张晓刚*:新疆西部明珠工程建设有限公司,新疆 克拉玛依
关键词: 离心式压缩机故障诊断自适应诊断观测器故障跟踪Centrifugal Compressor Fault Diagnosis Adaptive Fault Diagnosis Observer Fault Tracking
摘要: 针对一类满足利普希茨条件的离心式压缩机系统,提出了一种新型压缩机执行器故障诊断方法。设计自适应诊断观测器,实时动态采集压缩机执行器故障前后的信息,对压缩机执行器故障进行精确跟踪,达到故障诊断的目的。利用Lyapounov函数分析了设计系统的稳定性。仿真结果表明,自适应诊断观测器能够实时精准的跟踪离心式压缩机执行器故障,证明了该方法的有效性。
Abstract: A novel compressor actuator fault diagnosis method is proposed for the centrifugal compressor system satisfying Lipschitz condition. By collecting the real-time status of the compressor actuator faulty and normal conditions, adaptive diagnostic observer is design, and then the compressor actuator fault is tracked accurately, which realizes the fault detection. The stability of design system is analyzed by using Lyapounov function. The results show that the adaptive fault diagnosis observer can accurately track the centrifugal compressor actuator fault, which proves the effectiveness of the proposed method.
文章引用:皇雅斌, 张晓刚. 离心式压缩机执行器故障诊断方法设计[J]. 建模与仿真, 2017, 6(2): 65-69. https://doi.org/10.12677/MOS.2017.62008

参考文献

[1] 周东华, 叶银忠. 现代故障诊断与容错控制[M]. 北京: 清华大学出版社, 2000: 6.
[2] 周东华, 孙优贤. 控制系统的故障检测与诊断技术[M]. 北京: 清华大学出版社, 1994.
[3] 陈玉东, 施颂椒, 翁正新. 动态系统的故障诊断方法综述[J]. 化工自动化及仪表, 2001, 28(3): 1-14.
[4] 闻新, 张洪钺, 周露. 控制系统的故障诊断和容错控制[M]. 北京: 机械工业出版社, 1998: 2.
[5] 闻新, 胡恒章, 周露. 控制系统传感器故障诊断的一种新方法[J]. 化工自动化及仪表, 1995, 22(2): 24-28.
[6] 张洪钺, 闻新, 周露. 国内控制系统故障诊断技术的现状与展望[J]. 火力与指挥控制, 1997(3).
[7] 朱瑞军, 柴天佑. 基于动态神经网络的非线性系统鲁棒观测器设计[J]. 信息与控制, 1998, 12, 27(6): 421-425.
[8] 戴琼海, 柴天佑, 等. 一类未知多变量非线性系统的动态神经网络自适应控制[J]. 信息与控制, 1996, 25(6): 332- 338.
[9] 宋华, 张洪钺, 王行仁. 基于模糊观测器的不确定非线性系统的故障检测方法[J]. 航天控制, 2005, 23(3): 74-78
[10] 周东华, 叶昊, 王桂增, 等. 基于观测器方法的故障诊断技术若干重要问题的探讨[J]. 自动化学报, 1998, 24(3): 338-344.
[11] Zemouche, A. and Boutayeb, M. (2006) Observer Design for Lipschitz Nonlinear Systems: The Discete-Time Case. IEEE Transactions on Circuits and Systems-II: Express Briefs, 53, 777-781.
[12] Trinh, H., Fernando, T. and Nahavandi, S. (2006) Partial-State Observers for Nonlinear Systems. Automatic Control, 51, 1808-1812.
https://doi.org/10.1109/TAC.2006.884997
[13] Ha, Q.P. (2004) State and Input Simultaneous Estimation for a Class of Nonlinear Systems. Automatica, 40, 1779- 1785.
[14] Jiang, J. (2002) Robust Model-Based Fault Diagnosis for Dynamic Systems. Automatica, 38, 1089-1091.
[15] Ga, Z.W. and Ding, S.X. (2007) Actuator Fault Robust Estimation and Fault Tolerant Control for a Class of Nonlinear Descriptor Systems. Automatica, 43, 912-920.