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Discontinuous dynamical systems for fault detection. A unified approach including fractional and integer order dynamics

机译:用于故障检测的不连续动态系统。包括分数和整数阶动力学的统一方法

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摘要

This paper considers a discontinuous dynamical observers stack and presents its possible application in the framework of fault detection and isolation (FDI) problems. Non-standard forms for the discontinuous observer injection signals, based on second-order sliding-mode techniques with dynamical sliding manifolds, are employed in the present work. A unified treatment covering at the same time integer-order and fractional-order (FO) dynamics is developed. Appropriate non-smooth Lyapunov analysis is made to support the theoretical properties of the suggested FDI observers, which yields simple tuning formulas for the corresponding parameters. Numerical implementation aspects are discussed. Finally, simulation and experimental results are presented to support the theoretical treatment, which confirm the expected performance.
机译:本文考虑了不连续的动态观测器堆栈,并提出了其在故障检测和隔离(FDI)问题框架中的可能应用。在本工作中采用了基于具有动态滑动歧管的二阶滑模技术的不连续观察者注入信号的非标准形式。开发了同时涵盖整数阶和分数阶(FO)动力学的统一处理方法。进行了适当的非平滑Lyapunov分析以支持建议的FDI观测器的理论特性,从而为相应的参数生成了简单的调整公式。讨论了数值实现方面。最后,给出了仿真和实验结果以支持理论处理,从而证实了预期的性能。

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