基于时间冗余的一致空间法在故障检测及隔离中的应用
Application of Time Redundancy Based Parity Space Approach in Fault Detection and Isolation
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摘要: 研究基于时间冗余的一致空间法在线性时不变系统故障检测及隔离中的应用. 指出系统在某一时刻某个故障在一致空间中位于固定方向. 通过选取最优转换矩阵, 将这一方向与其它因素在一致空间中所在方向相分离, 提出一种故障隔离的方法. 仿真实验表明, 在传感器、执行器和元件均可能发生故障并且系统存在未知输入的情况下可实现故障检测及隔离Abstract: Fault detection and isolation in linear time invariant systems is studied using the time redundancy based parity space approaches. It is pointed out that a given fault at a given time lies in the fixed direction in the parity space. The method for fault isolation is presented by separating this fixed direction from the directions in the parity space of the other factors by using optimal transformation matrices. Simulation experiments show that faults can be detected and isolated when sensors, actuators and components may all have faults and that the system has unknown inputs.
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