两轮自平衡机器人的非线性最优控制

B. Karthika, V. R. Jisha
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引用次数: 3

摘要

两轮自平衡机器人具有动态特性,本质上是不稳定的。因此,这些机器人的稳定性已成为许多研究人员感兴趣的领域。两轮自平衡移动机器人在平衡点附近的俯仰角很小。因此,平衡通常通过使用线性控制方法来实现,例如LQR(线性二次调节器)控制,PID(比例积分导数)控制等。但大俯仰角的机器人往往处于高度非线性行为区域。因此,线性控制技术无法保持机器人的平衡。为了解决这一问题,提高机器人的性能,设计了状态相关Riccati方程(SDRE)控制器和状态相关系数(SDC)矩阵。利用SDRE控制器对其稳定性进行了仿真验证。对具有非线性动态特性的系统,采用SDRE、PID和LQR控制器进行了比较。同时,对线性动态系统采用PID和LQR控制器进行了比较。仿真结果表明,与PID和LQR控制器相比,SDRE控制器对两轮自平衡机器人的平衡性能较好。
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Nonlinear Optimal Control of a Two Wheeled Self Balancing Robot
Two wheeled self balancing robots have dynamic behaviour and are unstable in nature. Due to this, stabilizing of these robots has become a field of interest to many researchers. Around the equilibrium point of two wheeled self balancing mobile robot, the pitch angles are very small. Hence the balancing is achieved commonly by using linear control methods such as LQR(Linear Quadratic Regulator) control, PID(Proportional Integral Derivative) control etc. But the robots with large pitch angles tends to be in a region of high nonlinear behavior. Hence the linear control techniques fails in maintaining the balance of the robot. To remedy this problem and for improving the performances of the robot, an SDRE(State Dependent Riccati Equation) controller is designed along with SDC (State Dependent Coefficient) Matrix. Simulations are done to check the stability using SDRE controllers. A comparison is done using SDRE, PID and LQR controllers for the system with nonlinear dynamics. Also a comparison is done using PID and LQR controllers for the system with linear dynamics. From the simulations it is clear that SDRE controller shows excellent balancing for the two wheeled self balancing robot when compared to PID and LQR controllers.
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