输入扰动非线性系统的中间观测器故障估计

Yuan Wang, Zhanshan Wang
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引用次数: 0

摘要

研究了具有执行器故障、传感器故障和输入扰动的非线性系统的中间观测器故障估计问题。首先,为了方便处理传感器故障,将系统变换为增广形式。其次,利用中间观测器同时估计系统的状态、故障和输入干扰,克服了观测器匹配条件的限制;为了提高故障估计的精度,引入了输入扰动的估计。最后,利用李雅普诺夫稳定性理论,证明了估计误差是一致有界的。仿真结果验证了该方法的有效性和优越性。
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Intermediate Observer-based Fault Estimation for Nonlinear System with Input Disturbances
This paper explores the intermediate observer-based fault estimation problem for nonlinear system with actuator faults, sensor faults and input disturbances. First, for sake of handling sensor faults conveniently, the system is transformed into augmented form. Second, the intermediate observer is utilized to simultaneously estimate the states, faults and input disturbances, which overcomes the constraint of observer matching condition. The estimation of input disturbances is introduced to raise the accuracy of fault estimation. Finally, by means of Lyapunov stability theory, the estimation errors are proved to be uniformly ultimately bounded. Simulations are given to validate the effectiveness and advantages of the developed approach.
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