Optimal time control to swing-up the inverted pendulum-cart in open-loop form

Abdelkader Merakeb, F. Achemine, F. Messine
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引用次数: 8

Abstract

This work deals with simulation on an Inverted Pendulum (IP). The control strategy of an IP is split into two main control phases: (i) swing-up control to bring back the pendulum from the downward position to the upward one, and (ii) upright stabilization control to maintain the pendulum to the upright vertical position. In the case (ii), a feedback or a neuro-fuzzy controller is used to stabilize the pendulum cart, while in the first case (i), a non-linear controller based on the energy of the pendulum is used in order to reach the desired performance with a minimum number of swings. Our contribution is to present a simulation using MatLab of time-optimal control system for swinging-up the pendulum, with a single control law in an open-loop form. From the bang-bang structure of the time-optimal control resulting from the necessary condition of the Pontryagin Maximum Principle, the solution obtained from direct discretization method is adjusted by using Newton based method.
开环式倒立摆车的最优摆动时间控制
这项工作涉及倒立摆(IP)的仿真。IP的控制策略分为两个主要控制阶段:(i)摆动控制,使钟摆从向下的位置回到向上的位置;(ii)直立稳定控制,使钟摆保持垂直的位置。在情况(ii)中,使用反馈或神经模糊控制器来稳定摆车,而在第一种情况(i)中,使用基于摆能量的非线性控制器,以便以最少的摆动次数达到期望的性能。我们的贡献是用MatLab仿真了钟摆摆动的时间最优控制系统,该系统具有开环形式的单一控制律。从庞特里亚金极大值原理的必要条件所导致的时间最优控制的bang-bang结构出发,利用基于牛顿的方法对直接离散法得到的解进行了调整。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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