Modeling and Control of the WPT System Subject to Input Nonlinearity and Communication Delay
Wireless power transfer (WPT) systems are a kind of high-order, highly nonlinear, time-delay systems. The conventional circuit theory-based methods for modeling the system results in high-order models, so it may not be efficient in digital implementation, especially on cost-sensitive micro-controlle...
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Published in | IEEE transactions on power electronics Vol. 38; no. 11; pp. 1 - 12 |
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Main Authors | , , , , , |
Format | Journal Article |
Language | English |
Published |
New York
IEEE
01.11.2023
The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Subjects | |
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Abstract | Wireless power transfer (WPT) systems are a kind of high-order, highly nonlinear, time-delay systems. The conventional circuit theory-based methods for modeling the system results in high-order models, so it may not be efficient in digital implementation, especially on cost-sensitive micro-controllers. Besides, the time delay will impair the feedback performance of the system, and even lead to closed-loop instability under incorrectly compensated. To solve the above-mentioned problems, this article proposes to infer a low-order model for the system based on sampled data and then use this model to design the control system. More precisely, the proposed methodology consists of two steps: In the first step, a parsimonious modeling method is proposed to yield a low-order model of Hammerstein type plus time delay, which makes it possible to simulate the model response in a cost-sensitive micro-controller; Then, based on the model obtained in the previous step, the internal model control (IMC) is adopted to design the closed-loop control system. Benefited from the accurate prediction provided by the model, the closed-loop controller can mitigate the effect of the time delay and track the set value quickly. Finally, experimental and comparative results are given to verify the effectiveness of the proposed method. |
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AbstractList | Wireless power transfer (WPT) systems are a kind of high-order, highly nonlinear, time-delay systems. The conventional circuit theory-based methods for modeling the system results in high-order models, so it may not be efficient in digital implementation, especially on cost-sensitive micro-controllers. Besides, the time delay will impair the feedback performance of the system, and even lead to closed-loop instability under incorrectly compensated. To solve the above-mentioned problems, this article proposes to infer a low-order model for the system based on sampled data and then use this model to design the control system. More precisely, the proposed methodology consists of two steps: In the first step, a parsimonious modeling method is proposed to yield a low-order model of Hammerstein type plus time delay, which makes it possible to simulate the model response in a cost-sensitive micro-controller; Then, based on the model obtained in the previous step, the internal model control (IMC) is adopted to design the closed-loop control system. Benefited from the accurate prediction provided by the model, the closed-loop controller can mitigate the effect of the time delay and track the set value quickly. Finally, experimental and comparative results are given to verify the effectiveness of the proposed method. Wireless power transfer (WPT) systems are a kind of high-order, highly nonlinear, time-delay systems. The conventional circuit theory-based methods for modeling the system result in high-order models, so it may not be efficient in digital implementation, especially on cost-sensitive microcontrollers. Besides, the time delay will impair the feedback performance of the system, and even lead to closed-loop instability under incorrectly compensated. To solve the abovementioned problems, this article proposes to infer a low-order model for the system based on sampled data and then use this model to design the control system. More precisely, the proposed methodology consists of two steps. In the first step, a parsimonious modeling method is proposed to yield a low-order model of Hammerstein type plus time delay, which makes it possible to simulate the model response in a cost-sensitive microcontroller. Then, based on the model obtained in the previous step, the internal model control (IMC) is adopted to design the closed-loop control system. Benefiting from the accurate prediction provided by the model, the closed-loop controller can mitigate the effect of the time delay and track the set value quickly. Finally, experimental and comparative results are given to verify the effectiveness of the proposed method. |
Author | Tang, Chunsen Zhao, Dan Xiao, Jing Zhao, Shijun Chen, Fengwei Deng, Pengqi |
Author_xml | – sequence: 1 givenname: Shijun orcidid: 0000-0001-7932-5702 surname: Zhao fullname: Zhao, Shijun organization: School of Automation, Chongqing University, Chongqing, China – sequence: 2 givenname: Chunsen orcidid: 0000-0003-2912-3912 surname: Tang fullname: Tang, Chunsen organization: School of Automation, Chongqing University, Chongqing, China – sequence: 3 givenname: Fengwei orcidid: 0000-0002-7966-6467 surname: Chen fullname: Chen, Fengwei organization: School of Automation, Chongqing University, Chongqing, China – sequence: 4 givenname: Dan surname: Zhao fullname: Zhao, Dan organization: School of Automation, Chongqing University, Chongqing, China – sequence: 5 givenname: Pengqi orcidid: 0000-0003-1055-6582 surname: Deng fullname: Deng, Pengqi organization: School of Automation, Chongqing University, Chongqing, China – sequence: 6 givenname: Jing surname: Xiao fullname: Xiao, Jing organization: Southern Power Grid Corporation Wireless Power Transmission Joint Laboratory Guangxi Power Grid Co., Ltd, Nanning, China |
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SubjectTerms | Analytical models Circuits Closed loops Control systems design Data models Data-driven modeling Delay effects Delays Feedback control hammerstein model Integrated circuit modeling internal model control (IMC) Load modeling Microcontrollers Modelling nonlinear system Nonlinear systems Nonlinearity Steady-state time delay Time delay systems Wireless communications wireless power transfer (WPT) Wireless power transmission |
Title | Modeling and Control of the WPT System Subject to Input Nonlinearity and Communication Delay |
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