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基于故障建模的双余度舵机故障诊断技术 被引量:10

Fault detection of dual redundant actuation system based on the fault modeling
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摘要 针对双余度舵机系统结构复杂、故障诊断困难的问题,提出了根据故障模型反向推理的故障诊断方法.在充分考虑各元件失效机理的基础上,将故障注入闭环系统建立典型故障模型.故障模型仿真了不同元件故障如何导致系统性能下降甚至完全失效.基于故障模型的仿真结果,对可观测到的异常状况进行分类和逆向推理归纳出故障诊断方法,并利用数学公式对一些故障量化评估.该诊断方法涵盖系统各元件,可快速定位故障元件,判断失效原因并进行定量分析,而且算法简单易于工程实现. In order to solve the problem of fault diagnosis of dual redundant actuation system characterized by complicated structure,a fault diagnosis method based on reverse-reasoning of fault models was proposed.With all the failure mechanism of different components considered,the typical fault models of close-loop system were established through fault injection.It was revealed that how these faults led to degradation of system performance or even total failure.According to the simulation results,the fault diagnosis method was established through classifying and reverse-reasoning of observed abnormalities and some faults were evaluated quantitatively using mathematical formulas.This fault diagnosis method covers all the components of the system.Moreover,it can not only locate the failure part of system rapidly,but also can identify and quantify the faults.Furthermore,the algorithm is easy to realize in project.
出处 《北京航空航天大学学报》 EI CAS CSCD 北大核心 2011年第11期1372-1377,共6页 Journal of Beijing University of Aeronautics and Astronautics
基金 国家科技合作计划资助项目(S2010GR0522) 国家自然科学基金资助项目(50675009)
关键词 余度舵机 故障仿真 AMESIM redundant actuation system fault simulation AMESim
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参考文献11

  • 1Puig V, Quevedo J, Escobet T, et al. Passive robust fault detection of dynamic processes using interval models [ J ]. IEEE Transactions on Control Systems Technology,2008,16 ( 5 ) : 1083 - 1089.
  • 2Zhong Maiying,Zhou Donghua,Ding S X. On designing H∞ fault detection filter for linear discrete time-varying systems [J]. IEEE Transactions on Automatic Control ,2010,55 (7) : 1689 - 1695.
  • 3Kim S, Choi J, Kim Y. Fault detection and diagnosis of aircraft actuators using fuzzy-tuning IMM filter[J]. IEEE Transactions on Aerospace and Electronic Systems ,2008,44 ( 3 ) :940 - 952.
  • 4Meskin N, Khorasani K. Actuator fault detection and isolation for a network of unmanned vehicles[J]. IEEE Transactions on Automatic Control ,2009,54 (4) :835 - 840.
  • 5White C J, Lakany H. A fuzzy inference system for fault detection and isolation:application to a fluid system [ J ]. Expert Systems with Applications,2008,35 ( 3 ): 1021 - 1033.
  • 6Saxena A, Saad A. Evolving an artificial neural network classifier for condition monitoring of rotating mechanical systems [ J ]. Applied Soft Computing,2007,7(1) :441-454.
  • 7张伟,章卫国,杨朝旭,等.容错飞行控制系统[M].西安:西北工业大学出版社,2007:197-198.
  • 8张若青,裘丽华.基于动态神经网络的电液伺服阀实时故障诊断[J].机床与液压,2002,30(3):140-142. 被引量:7
  • 9Karpenko M, Sepehri N. Fault-tolerant control of a servo-hydraulic positioning system with crossport leakage [J]. IEEE Transactions on Control Systems Technology, 2005,13 ( 1 ): 155 - 161.
  • 10Khan M, Rahman M A. Development and implementation of a novel fault diagnostic and protection technique for IPM motor drives [ J ]. IEEE Transactions on Industrial Electronics,2009, 56(1) :85 -92.

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同被引文献77

  • 1张新华.完全双余度电动舵机系统的研究与设计[J].微电机,2006,39(2):32-34. 被引量:8
  • 2张海涛,林辉.高精度机电伺服控制系统[J].微特电机,2007,35(2):35-37. 被引量:9
  • 3叶跃祥,糜仲春,王宏宇,梁晓艳.基于贝叶斯网络的不确定环境下多属性决策方法[J].系统工程理论与实践,2007,27(4):107-113. 被引量:28
  • 4董慧芬,周元钧,沈颂华.双通道无刷直流电动机容错动态性能分析[J].中国电机工程学报,2007,27(21):89-94. 被引量:32
  • 5VERRON S, LI J, TIPLICA T. Fault Detection and Isola- tion of Faults in a Multivariate Process with Bayesian Net- work [ J ]. Journal of Process Control, 2010,20 (8) :902 - 911.
  • 6ZHAO Zhen,JIA Mingxing,WANG Fuli,et al. Intermittent Chaos and Sliding Window Symbol Sequence Statistics - based Early Fault Diagnosis for Hydraulic Pump on Hy- draulic Tube Tester [ J ]. Mechanical Systems and Signal Processing,2009,23 (5) : 1573 - 1585.
  • 7Tzafestas S G,Capkovic F. Petri Net based App roach to Syn-thesis of Intelligent Control Systems for DEDS. Computer Assisted Management and Control of Manufacturing Systems[D].New York:Springer-Verlag,1997.5232531.
  • 8Isermann R.Model-based fault-detection and diagnosis-status and applications[J].Annual Reviews in Control,2005,29(1):71-85.
  • 9Zhang Y,Jiang J.Bibliographical review on reconfigu-rable fault-tolerant control systems[J].Annual Reviews in Control,2008,32(2):229-252.
  • 10Muenchhof M,Beck M,Isermann R.Fault-tolerant actuators and drives-structures,fault detection principles and applications[J].Annual Reviews in Control,2009,33(2):136-148.

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