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Suboptimal control of a 3 dof helicopter with state dependent riccati equations

机译:具有状态相关的riccati方程的3自由度直升机的次优控制

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The paper presents the application of State Dependent Riccati Equation (SDRE) based optimal controller design for nonlinear systems. Optimal controller is designed in local sense to minimize a given quadratic performance index, leading to well-known Linear Quadratic Regulator (LQR) problem and the optimal controller is updated at each sampling time to cope with the nonlinear dynamics. Since the SDRE based optimal controller is designed by freezing the nonlinear system at some sampling periods, the effect of sampling period on the performance index is studied. The SDRE based optimal controller is designed for an experimental setup of a 3 DOF Helicopter and implemented on the setup for different working frequencies. The performance index and therefore the values of the cost function is then computed for different working frequencies. Experimental studies reveals that an increased sampling period results in decreased value of the cost function.
机译:本文介绍了基于状态依赖里卡蒂方程(SDRE)的非线性系统最优控制器设计的应用。最佳控制器在本地设计,以最大程度地降低给定的二次性能指标,从而导致众所周知的线性二次调节器(LQR)问题,并且最佳控制器在每个采样时间进行更新以应对非线性动态。由于基于SDRE的最优控制器是通过在某些采样周期内冻结非线性系统而设计的,因此研究了采样周期对性能指标的影响。基于SDRE的最佳控制器是为3自由度直升机的实验装置而设计的,并在针对不同工作频率的装置上实现。然后针对不同的工作频率计算性能指标以及成本函数的值。实验研究表明,增加采样周期会导致成本函数值降低。

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