Adaptive Stabilization for Cascaded PDE-ODE Systems With a Wide Class of Input Disturbances
This paper focuses on the adaptive stabilization for a class of cascaded partial differential equation-ordinary differential equation systems with input disturbance. Remarkably, the disturbance includes harmonic disturbance and periodic disturbance as special cases and may not be smooth (but must be...
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Published in | IEEE access Vol. 7; pp. 29563 - 29574 |
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Main Authors | , , |
Format | Journal Article |
Language | English |
Published |
Piscataway
IEEE
2019
The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
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Abstract | This paper focuses on the adaptive stabilization for a class of cascaded partial differential equation-ordinary differential equation systems with input disturbance. Remarkably, the disturbance includes harmonic disturbance and periodic disturbance as special cases and may not be smooth (but must be in the related literature). This substantially broadens the scope of input disturbance and highlights the main contribution. To solve the stabilization problem, a novel adaptive learning control scheme is successfully proposed. First, inspired by learning control idea and infinite-dimensional backstepping method, a state-feedback controller is constructed, in which some pivotal to-be-updated parameters are involved to compensate for the disturbance. Then, a crucial switching mechanism is proposed to online update the parameters in the designed controller. It is shown that the resulting closed-loop system has a unique solution, and all the closed-loop system states are bounded and converge to zero ultimately. Finally, a simulation example is provided to illustrate the effectiveness of the obtained theoretical results. |
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AbstractList | This paper focuses on the adaptive stabilization for a class of cascaded partial differential equation-ordinary differential equation systems with input disturbance. Remarkably, the disturbance includes harmonic disturbance and periodic disturbance as special cases and may not be smooth (but must be in the related literature). This substantially broadens the scope of input disturbance and highlights the main contribution. To solve the stabilization problem, a novel adaptive learning control scheme is successfully proposed. First, inspired by learning control idea and infinite-dimensional backstepping method, a state-feedback controller is constructed, in which some pivotal to-be-updated parameters are involved to compensate for the disturbance. Then, a crucial switching mechanism is proposed to online update the parameters in the designed controller. It is shown that the resulting closed-loop system has a unique solution, and all the closed-loop system states are bounded and converge to zero ultimately. Finally, a simulation example is provided to illustrate the effectiveness of the obtained theoretical results. |
Author | Liu, Yungang Li, Jian Xu, Zaihua |
Author_xml | – sequence: 1 givenname: Jian orcidid: 0000-0001-8783-6000 surname: Li fullname: Li, Jian email: ytulijian@ytu.edu.cn organization: School of Mathematics and Information Sciences, Yantai University, Yantai, China – sequence: 2 givenname: Yungang orcidid: 0000-0002-4753-9578 surname: Liu fullname: Liu, Yungang organization: School of Control Science and Engineering, Shandong University, Jinan, China – sequence: 3 givenname: Zaihua surname: Xu fullname: Xu, Zaihua organization: School of Control Science and Engineering, Shandong University, Jinan, China |
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SubjectTerms | Adaptive control Adaptive stabilization Adaptive systems cascaded PDE-ODE systems Closed loop systems Control design Control systems design Feedback control Harmonic analysis input disturbance Learning Ordinary differential equations Parameters Partial differential equations PD control Stabilization Switches switching mechanism |
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Title | Adaptive Stabilization for Cascaded PDE-ODE Systems With a Wide Class of Input Disturbances |
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