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Hybrid Regressor and Approximation-Based Adaptive Control of Piezoelectric Flexible Beams

机译:压电挠性梁的混合回归和基于近似的自适应控制

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One of the inherent limitations of adaptive regressor control is that the control system would degrade if the host system has unmodeled dynamics. Whereas, adaptive approximation control has the potential for controlling the host system in the presence of external/internal disturbances. Accordingly, this paper is concerned with a combination of both the regressor and approximation techniques for adaptive vibration control of smart beam. The idea behind this paper is to partition the equation of motion for multi-modes into two terms: one term for estimation of the unknown parameters associated with the known modeling using regressor technique, while the disturbance related to unmodeled dynamics can be approximated as a linear combination of orthogonal basis functions. The partial differential equation of the host beam is simplified to multi-modes ordinary differential equations using the assumed method. Then the control law and the updating adaptive laws for the uncertain parameters and the constant weighting coefficients are designed based on Lyapunov's stability theory. The modeling error is carefully considered and compensated using a robust sliding mode term. A simulation study is performed for a simply supported beam with piezoelectric patches to prove the validity of the proposed controller.
机译:自适应回归控制的固有局限性之一是,如果主机系统具有未建模的动力学特性,则控制系统将降级。而自适应逼近控制具有在存在外部/内部干扰的情况下控制主机系统的潜力。因此,本文关注于回归分析和近似技术的结合,用于智能梁的自适应振动控制。本文背后的思想是将多模式运动方程分为两个项:一个项用于使用回归技术估算与已知建模相关的未知参数,而与未建模动力学相关的干扰可以近似为线性正交基函数的组合。使用假定的方法将主光束的偏微分方程简化为多模常微分方程。然后基于李雅普诺夫的稳定性理论,设计了不确定参数和恒定加权系数的控制律和更新自适应律。使用稳健的滑模项仔细考虑并补偿了建模误差。对带有压电贴片的简单支撑梁进行了仿真研究,以证明所提出控制器的有效性。

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