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优化组合奉献观测器的故障诊断方法 被引量:2

Fault Diagnosis Method of Optimum Combination on Dedicated Observation
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摘要 给出了奉献观测器故障诊断方法的概念 ,并在此基础上 ,提出了优化组合奉献观测器的故障诊断方法。该方法简化了知识规则数量的要求 ,提高了对知识规则的利用率 ,通过两个算例对该方法进行了验证 ,给出了相关的定理。为便于工程设计与实现 ,采用神经 -模糊系统理论 ,建立了模糊感知器与优化组合奉献观测器相结合的故障诊断方法 ,使该方法具有学习功能 ,增强了自适应能力。最后给出了数值仿真分析结果 。 The conception of fault diagnosis method on dedicated observation is presented, and a fault diagnosis method of optimum combination on dedicated observation(OCDO) is given. The method simplifies the requirements for rule and knowledge and improves the utilization ratio of rule and knowledge. Two exmples are given to verify the method, and relevant theorem is also given. Then, a fault diagnosis approach of combination model is established by using neural fuzzy system theory, thus enhancing the learning function and adapability of the method. Finally, simulation results show that the proposed method is effective, practical and worthy of in depth investigations.\;
出处 《系统工程与电子技术》 EI CSCD 北大核心 2002年第6期74-77,共4页 Systems Engineering and Electronics
关键词 奉献观测器 故障诊断 神经网络 模糊逻辑 Dedicated observation Fault diagnosis Neural network Fuzzy logic
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  • 1王建飞,刘歌群,闫建国,卢京潮.基于二元多项式拟合法的压力传感器输入信号重构[J].传感技术学报,2005,18(3):522-524. 被引量:2
  • 2Alvaro P Oliva.Flight Control Reconfiguration Following Sensor Failure[C]//AIAA Guidance,Navigation,and Control Conference and Exhibit,2001:4082.1-8.
  • 3Sun Jitao,Liu Yongqing.Observer-Based Robust Fault-Tolerant Control of Uncertain Systems[C]//Proceedings of the 3th World Congress on Intelligent Control and Automation,2002:737-740.
  • 4Larson.E.C.and Parker.B.E.Model-Based Sensor and Actuator Fault Detection and Isolation[C]// American Control Conference,Proceedings of the 2002:2145-2150.
  • 5Tseng H E and Li Xu.Robust model-Based Fault Detection for Roll Rate Sensor,Decision and Control[C]//Proceedings.42nd IEEE Conference,2003:2547-2551.
  • 6Capriglione D,Liguori C and Pietrosanto A.Analytical Redundancy for Sensor Fault Isolation and Accommodation in Public Transportation Vehicles[J].Instrumentation and Measurement.IEEE Transactions on,2004,53 (4):1457-1462.
  • 7Boskovic,Jovan D,Bergstrom,Sarah E.,Mehra Raman K.Robust Integrated Flight Control Design Under Failures,Damage,and State-Dependent Disturbances[J].Journal of Guidance,Control,and Dynamics,2005,28(5):902-917.
  • 8王金艳.机械故障的Bayes诊断法[J].河南科学,2001,19(1):39-41. 被引量:3
  • 9王金艳,冯建武,傅和平.关于智能故障诊断的研究[J].系统工程与电子技术,2002,24(6):122-125. 被引量:2
  • 10柴春红,刘家学,何率天.模糊数学在飞机故障诊断中的应用[J].模糊系统与数学,2003,17(3):107-110. 被引量:21

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