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遗忘因子模糊自调整算法及在故障诊断中的应用
引用本文:胡昌华,陈新海.遗忘因子模糊自调整算法及在故障诊断中的应用[J].宇航学报,1997,18(2):83-87.
作者姓名:胡昌华  陈新海
作者单位:西安解放军二炮工程学院302教研室,西安西北工业大学航天工程学院803教研室
摘    要:基于参数估计的故障诊断方法因为具有确定故障发生的时间、位置和程度的能力而越来越引起人们的重视。时变(快速的或慢速的)参数辨识是基于参数估计故障诊断方法的关键。本文根据系统的变化,基于模糊控制的原理自动调整遗忘因子,导出了一种实现比较简单,对参数的时变具有较高跟踪速度和跟踪精度的辨识方法。理论分析和仿真试验证实了该方法的有效性

关 键 词:时变参数辨识  遗忘因子自校正  模糊控制  故障诊断

THE SELF TUNING OF THE FORGETTING FACTOR AND ITS APPLICATION TO THE FAULT DIAGNOSIS
Hu Changhua,Miao Dong.THE SELF TUNING OF THE FORGETTING FACTOR AND ITS APPLICATION TO THE FAULT DIAGNOSIS[J].Journal of Astronautics,1997,18(2):83-87.
Authors:Hu Changhua  Miao Dong
Abstract:Due to the ability of determing the time,position and degree of the system's fault,Which the fault diagnosis method based on the parameter estimation has,much more attentions have been given to this kind of fault diagnosis method,the key of the method is the parameter estimation of the time varying system This paper present a new agorithm for time varying system,with the aid of the Fuzzy controller,the forgetting factor of the algorithm is adjusted automatically,thus the algorithm can track the Variation of the parameter quickly and accurately,the theorical analysis and the simulation proved the same result
Keywords:Time  varying parameter estimation  Fuzzy control  The self  tuning of the forgetting factor  Fault diagnosis
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