Dynamic Control of Three-Phase Dual-Active-Bridge DC-DC Converters Based on Sliding-Mode-Learning Adaline

Jiahao Sun; Qiu Lin; Xing Liu; Jien Ma; Youtong Fang; Haimeng Wu

doi:10.1109/PEAS53589.2021.9628778

Dynamic Control of Three-Phase Dual-Active-Bridge DC-DC Converters Based on Sliding-Mode-Learning Adaline

Jiahao Sun, Qiu Lin, Xing Liu, Jien Ma, Youtong Fang, Haimeng Wu

Mathematics, Physics and Electrical Engineering

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

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Abstract

Fast dynamic response is an important requirement for three-phase dual active bridge (3p-DAB) DC-DC converters under the varied source voltage and load resistance conditions. In order to enhance the dynamic performance of output voltage of 3p-DAB, a novel nonlinear controller, which is combined with the proportional plus derivative (PD) controller and the adaptive linear element (Adaline), is proposed in this paper. Firstly, a sliding-mode-learning strategy is presented for the Adaline to improve the robustness of adaptive learning. Meanwhile, the output of the Adaline is added to the output of PD controller for ensuring an outstanding dynamic response of output voltage with less overshoot. Furthermore, a comparison with the PI controller based on phase shift modulation is implemented by simulation tool to validate the utility and effectiveness of the proposed control scheme. Finally, experimental comparison results on a laboratory prototype are presented to further verify the theoretic analysis and the effectiveness of the proposed control method.

Original language	English
Title of host publication	2021 IEEE 1st International Power Electronics and Application Symposium (PEAS)
Place of Publication	Piscataway, US
Publisher	IEEE
Number of pages	6
ISBN (Electronic)	9781665413602
ISBN (Print)	9781665413619, 9781665413596
DOIs	https://doi.org/10.1109/PEAS53589.2021.9628778
Publication status	Published - 13 Nov 2021
Event	1st IEEE International Power Electronics and Application Symposium - Shanghai, China Duration: 12 Nov 2021 → 15 Nov 2021

Conference

Conference	1st IEEE International Power Electronics and Application Symposium
Abbreviated title	IEEE PEAS'2021
Country/Territory	China
City	Shanghai
Period	12/11/21 → 15/11/21

Keywords

Adaptive linear element t (Adaline)
three-phase dual active bridge (3p-DAB)
sliding-mode-learning
voltage regulation

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10.1109/PEAS53589.2021.9628778

Dynamic Control of Three-Phase Dual-Active-Bridge DC-DC Converters Based on Sliding-Mode-Learning AdalineAccepted author manuscript, 3.91 MB

Cite this

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title = "Dynamic Control of Three-Phase Dual-Active-Bridge DC-DC Converters Based on Sliding-Mode-Learning Adaline",

abstract = "Fast dynamic response is an important requirement for three-phase dual active bridge (3p-DAB) DC-DC converters under the varied source voltage and load resistance conditions. In order to enhance the dynamic performance of output voltage of 3p-DAB, a novel nonlinear controller, which is combined with the proportional plus derivative (PD) controller and the adaptive linear element (Adaline), is proposed in this paper. Firstly, a sliding-mode-learning strategy is presented for the Adaline to improve the robustness of adaptive learning. Meanwhile, the output of the Adaline is added to the output of PD controller for ensuring an outstanding dynamic response of output voltage with less overshoot. Furthermore, a comparison with the PI controller based on phase shift modulation is implemented by simulation tool to validate the utility and effectiveness of the proposed control scheme. Finally, experimental comparison results on a laboratory prototype are presented to further verify the theoretic analysis and the effectiveness of the proposed control method.",

keywords = "Adaptive linear element t (Adaline), three-phase dual active bridge (3p-DAB), sliding-mode-learning, voltage regulation",

author = "Jiahao Sun and Qiu Lin and Xing Liu and Jien Ma and Youtong Fang and Haimeng Wu",

note = "This work was supported in part by National Key R&D Program of China (2018YFB1201804), in part by the National Natural Science Foundation of China under Grants 51807177, 51827810, 51637009, 51977193, in part by China Postdoctoral Science Foundation under Grant 2020M681855, and in part by Natural Science Foundation of Zhejiang Province under Grant LY21E070004.; 1st IEEE International Power Electronics and Application Symposium , IEEE PEAS'2021 ; Conference date: 12-11-2021 Through 15-11-2021",

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Sun, J, Lin, Q, Liu, X, Ma, J, Fang, Y & Wu, H 2021, Dynamic Control of Three-Phase Dual-Active-Bridge DC-DC Converters Based on Sliding-Mode-Learning Adaline. in 2021 IEEE 1st International Power Electronics and Application Symposium (PEAS)., 9628778, IEEE, Piscataway, US, 1st IEEE International Power Electronics and Application Symposium , Shanghai, China, 12/11/21. https://doi.org/10.1109/PEAS53589.2021.9628778

TY - CHAP

T1 - Dynamic Control of Three-Phase Dual-Active-Bridge DC-DC Converters Based on Sliding-Mode-Learning Adaline

AU - Sun, Jiahao

AU - Lin, Qiu

AU - Liu, Xing

AU - Ma, Jien

AU - Fang, Youtong

AU - Wu, Haimeng

N1 - This work was supported in part by National Key R&D Program of China (2018YFB1201804), in part by the National Natural Science Foundation of China under Grants 51807177, 51827810, 51637009, 51977193, in part by China Postdoctoral Science Foundation under Grant 2020M681855, and in part by Natural Science Foundation of Zhejiang Province under Grant LY21E070004.

PY - 2021/11/13

Y1 - 2021/11/13

N2 - Fast dynamic response is an important requirement for three-phase dual active bridge (3p-DAB) DC-DC converters under the varied source voltage and load resistance conditions. In order to enhance the dynamic performance of output voltage of 3p-DAB, a novel nonlinear controller, which is combined with the proportional plus derivative (PD) controller and the adaptive linear element (Adaline), is proposed in this paper. Firstly, a sliding-mode-learning strategy is presented for the Adaline to improve the robustness of adaptive learning. Meanwhile, the output of the Adaline is added to the output of PD controller for ensuring an outstanding dynamic response of output voltage with less overshoot. Furthermore, a comparison with the PI controller based on phase shift modulation is implemented by simulation tool to validate the utility and effectiveness of the proposed control scheme. Finally, experimental comparison results on a laboratory prototype are presented to further verify the theoretic analysis and the effectiveness of the proposed control method.

AB - Fast dynamic response is an important requirement for three-phase dual active bridge (3p-DAB) DC-DC converters under the varied source voltage and load resistance conditions. In order to enhance the dynamic performance of output voltage of 3p-DAB, a novel nonlinear controller, which is combined with the proportional plus derivative (PD) controller and the adaptive linear element (Adaline), is proposed in this paper. Firstly, a sliding-mode-learning strategy is presented for the Adaline to improve the robustness of adaptive learning. Meanwhile, the output of the Adaline is added to the output of PD controller for ensuring an outstanding dynamic response of output voltage with less overshoot. Furthermore, a comparison with the PI controller based on phase shift modulation is implemented by simulation tool to validate the utility and effectiveness of the proposed control scheme. Finally, experimental comparison results on a laboratory prototype are presented to further verify the theoretic analysis and the effectiveness of the proposed control method.

KW - Adaptive linear element t (Adaline)

KW - three-phase dual active bridge (3p-DAB)

KW - sliding-mode-learning

KW - voltage regulation

U2 - 10.1109/PEAS53589.2021.9628778

DO - 10.1109/PEAS53589.2021.9628778

M3 - Chapter

SN - 9781665413619

SN - 9781665413596

BT - 2021 IEEE 1st International Power Electronics and Application Symposium (PEAS)

PB - IEEE

CY - Piscataway, US

T2 - 1st IEEE International Power Electronics and Application Symposium

Y2 - 12 November 2021 through 15 November 2021

ER -

Dynamic Control of Three-Phase Dual-Active-Bridge DC-DC Converters Based on Sliding-Mode-Learning Adaline

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Keywords

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