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首页> 外文期刊>Applied Mathematical Modelling >Observer-based vibration control of non-classical microcantilevers using extended Kalman filters
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Observer-based vibration control of non-classical microcantilevers using extended Kalman filters

机译:使用扩展卡尔曼滤波器的非经典微悬臂梁基于观测器的振动控制

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In non-classical micro-beams, the strain energy of the system is determined by the non-classical continuum mechanics. In this study, we consider a closed-loop control methodology for suppressing the vibration of non-classical microscale Euler-Bernoulli beams with nonlinear electrostatic actuation. The non-dimensional form of the governing nonlinear partial differential equation of the system is introduced and converted into a set of ordinary differential equations using the Galerkin projection method. In addition, we prove the observability of the system and we design a state estimation system using the extended Kalman filter algorithm. The effectiveness and performance of the proposed control scheme and estimation system are demonstrated based on computer simulations. In addition, we compare the results with those obtained by the classical theory of microscale beams.
机译:在非经典微束中,系统的应变能由非经典连续力学确定。在这项研究中,我们考虑采用闭环控制方法来抑制带有非线性静电激励的非经典微尺度Euler-Bernoulli梁的振动。引入了系统的控制非线性偏微分方程的无量纲形式,并使用Galerkin投影法将其转换为一组常微分方程。此外,我们证明了系统的可观察性,并使用扩展的卡尔曼滤波算法设计了状态估计系统。基于计算机仿真,证明了所提出的控制方案和估计系统的有效性和性能。此外,我们将结果与通过经典的微尺度束理论获得的结果进行了比较。

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