基于SimMechanics的板球保龄球运动数学建模与优化控制

W. Ul Hassan, A. Mahmood
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引用次数: 1

摘要

近年来,复杂机械和机器人控制方法的研究得到了迅速发展。在这项研究中,我们提出了一种建模和控制板球保龄球动作的方法。主要目的是在SimMechanics中建立板球投球臂的非线性模型,并实现基于不同投球动作的最优控制。该建模框架使用特定参数模拟任何投球手的投球动作,并分析其优缺点。通过SimMechanics的线性化方法得到了保龄球运动的状态空间模型,并对其进行线性二次调节器的控制反馈。仿真结果显示了实际板球保龄球运动的物理动力学,实现了速度和位移曲线的稳定控制。这些结果证明了该建模和控制框架对进一步分析和研究个人保龄球动作的适用性。
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Mathematical modeling and optimal control of cricket bowling action based on SimMechanics in Matlab
In recent past, the research about control methods for complex machines and robots have been developed rapidly. In this study, we present a method for modeling and control of cricket bowling action. The main objective is to establish a non-linear model of cricket bowling arm in SimMechanics and implementation of optimal control based for different bowling actions. This modeling framework mimics the bowling actions of an any bowler with specific parameters and analysis its strength and weakness. We obtained a state space model of bowling action from linearization through SimMechanics and then subjected it to linear quadratic regulator for control feedback. The results of simulation show physical dynamics of actual cricket bowling action and it also realizes stability control of velocity and displacement curve. These results demonstrate the applicability of this modeling and control framework for further analysis and study of individual bowling actions.
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