Optimal Swing Up and Stabilization Control for Inverted Pendulum via Stable Manifold Method

被引:28
|
作者
Horibe, Takamasa [1 ]
Sakamoto, Noboru [2 ]
机构
[1] Nagoya Univ, Dept Aerosp Engn, Nagoya, Aichi 4648603, Japan
[2] Nanzan Univ, Fac Sci & Engn, Nagoya, Aichi 4668673, Japan
关键词
Hamilton-Jacobi equation (HJE); inverted pendulum; nonlinear optimal control; stable manifold method; BELLMAN EQUATION; FEEDBACK-CONTROL; REGULATOR; CART;
D O I
10.1109/TCST.2017.2670524
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This brief addresses the problem of swing up and stabilization for inverted pendulum. It is shown that the stable manifold method, recently proposed for approximately solving Hamilton-Jacobi equation (HJE) in nonlinear optimal control problem, is capable of designing feedback control for this problem. The experimental results include two types of controllers (one-swing and two-swing), which indicates the nonuniqueness of solution for an HJE. This brief further provides a variational analysis method for investigating and enlarging a stable manifold and shows a detail structure of the stable manifold for a 2-D pendulum from which controllers from one-swing to five-swing can be derived.
引用
收藏
页码:708 / 715
页数:8
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