Nonlinear PI"D"-Type Control of Flexible Joint Robots by Using Motor Position Measurements Is Globally Asymptotically Stable
An important subject that arises in the position control of robot manipulators is the local or global asymptotic stability of the closed-loop system equilibrium point, especially when an integral action is added to the control loop. For rigid joint robot manipulators, global nonlinear proportional-i...
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Published in | IEEE transactions on automatic control Vol. 68; no. 6; pp. 3648 - 3655 |
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Main Authors | , , |
Format | Journal Article |
Language | English |
Published |
New York
IEEE
01.06.2023
The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Subjects | |
Online Access | Get full text |
ISSN | 0018-9286 1558-2523 |
DOI | 10.1109/TAC.2022.3194043 |
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Abstract | An important subject that arises in the position control of robot manipulators is the local or global asymptotic stability of the closed-loop system equilibrium point, especially when an integral action is added to the control loop. For rigid joint robot manipulators, global nonlinear proportional-integral-derivative (PID) controllers have been introduced few years ago. However, for the case of flexible joint robot manipulators, the design and analysis of such nonlinear PID laws is much more challenging. Only local asymptotic stability results have been reported. Thus, a novel global regulator for flexible joint robots is presented in this document. The proposed controller considers a nonlinear integral action and it requires only motor position measurements because an estimator subsystem is used to replace the motor velocity measurements. In other words, a nonlinear proportional-integral-"derivative" (PI"D")-type controller is introduced. According to the closed-loop system analysis, conditions on the controller gains are established. Thus, the global asymptotic stability is concluded. Finally, experimental results on a two degrees-of-freedom serial flexible joint robot are shown and discussed. |
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AbstractList | An important subject that arises in the position control of robot manipulators is the local or global asymptotic stability of the closed-loop system equilibrium point, especially when an integral action is added to the control loop. For rigid joint robot manipulators, global nonlinear proportional-integral-derivative (PID) controllers have been introduced few years ago. However, for the case of flexible joint robot manipulators, the design and analysis of such nonlinear PID laws is much more challenging. Only local asymptotic stability results have been reported. Thus, a novel global regulator for flexible joint robots is presented in this document. The proposed controller considers a nonlinear integral action and it requires only motor position measurements because an estimator subsystem is used to replace the motor velocity measurements. In other words, a nonlinear proportional–integral–“derivative” (PI“D”)-type controller is introduced. According to the closed-loop system analysis, conditions on the controller gains are established. Thus, the global asymptotic stability is concluded. Finally, experimental results on a two degrees-of-freedom serial flexible joint robot are shown and discussed. |
Author | Sandoval, Jesus Moyron, Jeronimo MorenoValenzuela, Javier |
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Cites_doi | 10.1109/9.90238 10.1017/S0263574714001131 10.1109/TIE.2017.2772157 10.1002/oca.2756 10.1163/156855308X315154 10.1016/j.robot.2019.103272 10.1016/j.compeleceng.2013.06.006 10.1080/00207179.2013.854440 10.1017/cbo9781139020411 10.1016/j.robot.2019.05.014 10.1109/TCST.2017.2783339 10.1109/9.720506 10.2316/Journal.206.2007.2.206-2921 10.1115/1.3143860 10.1111/j.1934-6093.2003.tb00095.x 10.1016/j.automatica.2005.05.009 10.1109/TCST.2009.2035924 10.1109/IRDS.2002.1041571 |
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References | ref13 ref12 ref15 ref14 ref11 ref22 ref10 ref21 Kelly (ref16) 2005 ref2 ref1 Quanser (ref20) 2022 ref18 ref8 ref7 ref9 ref4 ref3 Khalil (ref19) 2002 ref6 ref5 Ott (ref17) 2008 |
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SubjectTerms | Asymptotic properties Asymptotic stability Closed loop systems Closed loops Controllers Feedback control Flexible joint robot global asymptotic stability Lyapunov function Manipulators Nonlinear control PD control PI control Position measurement Proportional integral derivative Regulation Robot arms Robot control Robot kinematics Robots Subsystems Symmetric matrices Systems analysis |
Title | Nonlinear PI"D"-Type Control of Flexible Joint Robots by Using Motor Position Measurements Is Globally Asymptotically Stable |
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