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Higher Order Sliding Mode observers for actuator faults Diagnosis in robot manipulators

机译:高阶滑模观测器用于执行器故障的诊断

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A diagnostic scheme for actuator faults which can occur on a robot manipulator using a model-based Fault Diagnosis (FD) technique is addressed. With the proposed FD scheme it is possible to detect a fault, which can occur on a specific component of the system. To detect actuator faults, higher order sliding mode Unknown Input Observers (UIO) are proposed to make analytical redundancy. The observers input laws are designed according to the so-called Super-Twisting Second Order Sliding Mode Control (SOSMC) approach and they are proved to be capable of guaranteeing the exponential convergence of the fault estimate to the actual fault signal. The proposed approach is verified in simulation and experimentally on a COMAU SMART3-S2 robot manipulator.
机译:解决了使用基于模型的故障诊断(FD)技术在机器人操纵器上可能发生的执行器故障的诊断方案。利用所提出的FD方案,可以检测可能在系统的特定组件上发生的故障。为了检测执行器故障,提出了更高阶的滑动模式未知输入观测器(UIO)来进行分析冗余。观测者输入定律是根据所谓的超扭曲二阶滑模控制(SOSMC)方法设计的,被证明能够保证故障估计值与实际故障信号的指数收敛。该仿真方法在COMAU SMART3-S2机器人操纵器上进行了仿真和实验验证。

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