Data-based approximate policy iteration for affine nonlinear continuous-time optimal control design

Automatica ◽  
2014 ◽  
Vol 50 (12) ◽  
pp. 3281-3290 ◽  
Author(s):  
Biao Luo ◽  
Huai-Ning Wu ◽  
Tingwen Huang ◽  
Derong Liu
Keyword(s):  
Optimal Control ◽  
Continuous Time ◽  
Control Design ◽  
Policy Iteration ◽  
Time Optimal Control ◽  
Time Optimal ◽  
Approximate Policy Iteration

scholarly journals On turnpike and dissipativity properties of continuous-time optimal control problems

Automatica ◽  
2017 ◽  
Vol 81 ◽  
pp. 297-304 ◽  
Author(s):  
Timm Faulwasser ◽  
Milan Korda ◽  
Colin N. Jones ◽  
Dominique Bonvin
Keyword(s):  
Optimal Control ◽  
Continuous Time ◽  
Optimal Control Problems ◽  
Time Optimal Control ◽  
Control Problems ◽  
Time Optimal

Integrated Structure/Control Design of High Speed Flexible Robots Based on Time Optimal Control

1995 ◽  
Vol 117 (4) ◽  
pp. 503-512 ◽  
Author(s):  
Sudhendu Rai ◽  
Haruhiko Asada
Keyword(s):  
Optimal Control ◽  
Finite Element ◽  
High Speed ◽  
Control Design ◽  
Design Criterion ◽  
Time Optimal Control ◽  
Design Parameters ◽  
Element Analysis ◽  
Structure Control ◽  
Time Optimal

This paper presents the integrated structure/control design of high speed single link robots based on time-optimal control and finite element analysis. First, the solutions of a time optimal control problem are analyzed with respect to the arm link inertia and its structural flexibility. A new technique is developed to further reduce the optimal traveling time by redesigning the arm structure through the trade-off analysis between the arm inertia and its natural frequency. In the latter half of the paper, the design criterion is extended to multiple indices by considering residual vibrations, load bearing capacity and other design constraints. For suppressing residual vibrations, a simple feedback control is designed and its dynamic performance with respect to pole-zero locations is improved along with other criteria through mechanical structure modification. The finite element method is used as a modeling tool and the shape of the arm geometry is modified as design parameters. An arm is designed which performs much better as compared to the design which is done without considering the interactions between physical structure and control. The newly designed arm is tested by constructing an experimental setup. The results show significantly improved performance.

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