An algorithm to obtain control solutions achieving minimum-time state transfer of a linear dynamical system based on convexity of the reachable set
This paper presents a new numerical method to compute control solutions achieving minimum-time state transfer for a linear dynamical system with bounded control input. The method can be used to generate bang-bang control input solutions in cases that would pose difficulties for methods based on solv...
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th-cmuir.6653943832-16202014-08-29T09:29:31Z An algorithm to obtain control solutions achieving minimum-time state transfer of a linear dynamical system based on convexity of the reachable set Suchaitanawanit B. Cole M.O.T. This paper presents a new numerical method to compute control solutions achieving minimum-time state transfer for a linear dynamical system with bounded control input. The method can be used to generate bang-bang control input solutions in cases that would pose difficulties for methods based on solving directly for input switch-times. For the considered problem, the optimum control input is uniquely determined by the initial value of the co-state vector. The proposed method is based on an iterative computation of the initial co-state vector, as embedded in the geometry of the reachable set. True optimality of the solution is implicit from Pontryagin's minimum principle, while the convexity property of the reachable set ensures that the solution converges to match the required boundary conditions. Example simulation results involving motion control of flexible structures are given to demonstrate the usefulness of the algorithm in solving practical control problems. © 2013 IEEE. 2014-08-29T09:29:31Z 2014-08-29T09:29:31Z 2013 Conference Paper 9780769549637 21660662 10.1109/ISMS.2013.39 96878 http://www.scopus.com/inward/record.url?eid=2-s2.0-84877729658&partnerID=40&md5=6e2da7a80347d68d71a7610c2021ff80 http://cmuir.cmu.ac.th/handle/6653943832/1620 English |
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This paper presents a new numerical method to compute control solutions achieving minimum-time state transfer for a linear dynamical system with bounded control input. The method can be used to generate bang-bang control input solutions in cases that would pose difficulties for methods based on solving directly for input switch-times. For the considered problem, the optimum control input is uniquely determined by the initial value of the co-state vector. The proposed method is based on an iterative computation of the initial co-state vector, as embedded in the geometry of the reachable set. True optimality of the solution is implicit from Pontryagin's minimum principle, while the convexity property of the reachable set ensures that the solution converges to match the required boundary conditions. Example simulation results involving motion control of flexible structures are given to demonstrate the usefulness of the algorithm in solving practical control problems. © 2013 IEEE. |
format |
Conference or Workshop Item |
author |
Suchaitanawanit B. Cole M.O.T. |
spellingShingle |
Suchaitanawanit B. Cole M.O.T. An algorithm to obtain control solutions achieving minimum-time state transfer of a linear dynamical system based on convexity of the reachable set |
author_facet |
Suchaitanawanit B. Cole M.O.T. |
author_sort |
Suchaitanawanit B. |
title |
An algorithm to obtain control solutions achieving minimum-time state transfer of a linear dynamical system based on convexity of the reachable set |
title_short |
An algorithm to obtain control solutions achieving minimum-time state transfer of a linear dynamical system based on convexity of the reachable set |
title_full |
An algorithm to obtain control solutions achieving minimum-time state transfer of a linear dynamical system based on convexity of the reachable set |
title_fullStr |
An algorithm to obtain control solutions achieving minimum-time state transfer of a linear dynamical system based on convexity of the reachable set |
title_full_unstemmed |
An algorithm to obtain control solutions achieving minimum-time state transfer of a linear dynamical system based on convexity of the reachable set |
title_sort |
algorithm to obtain control solutions achieving minimum-time state transfer of a linear dynamical system based on convexity of the reachable set |
publishDate |
2014 |
url |
http://www.scopus.com/inward/record.url?eid=2-s2.0-84877729658&partnerID=40&md5=6e2da7a80347d68d71a7610c2021ff80 http://cmuir.cmu.ac.th/handle/6653943832/1620 |
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1681419704437047296 |