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Adaptive robust control of the surface mounting equipment based on dynamic LuGre model

机译:基于动态LuGre模型的表面贴装设备的自适应鲁棒控制

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The surface mounting equipment (SME) is critical and complex in electronic assembly process. The key issue of SME is to realize accurate positioning and high-speed under the influence of parametric uncertainties (e.g., unknown gravitational load) and uncertain nonlinearities (e.g., friction). For achieving this aim, the adaptive robust control (ARC) based on dynamic LuGre model algorithm is proposed. This algorithm uses a discontinuous projection-type online parameter adaptation method for unknown parameters estimation. Compared with the traditional static friction compensation method, dynamic LuGre model is introduced. In order to estimate unmeasurable friction state, the nonlinear state observer is designed. Under the assumption that the disturbance is bounded, the system can achieve exponential stability. The backstepping technique with Lyapunov function is employed to construct the controller. Then, the controller is implemented on the SME system, along with PID and adaptive control scheme. Experimental results indicates the improved of tracking accuracy and the effectiveness of its application in the SME system.
机译:表面安装设备(SME)在电子组装过程中至关重要且复杂。 SME的关键问题是在参数不确定性(例如,未知重力载荷)和不确定性非线性(例如,摩擦力)的影响下实现精确的定位和高速化。为了达到这个目的,提出了基于动态LuGre模型算法的自适应鲁棒控制(ARC)。该算法将不连续的投影型在线参数自适应方法用于未知参数的估计。与传统的静摩擦补偿方法相比,引入了动态LuGre模型。为了估计无法测量的摩擦状态,设计了非线性状态观测器。在扰动是有界的假设下,系统可以实现指数稳定性。采用具有Lyapunov函数的反推技术构造控制器。然后,将控制器与PID和自适应控制方案一起在SME系统上实现。实验结果表明,跟踪精度的提高及其在SME系统中的应用效果。

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