Voltage Difference-Based Model-Free Predictive Control for Dual-Active-Bridge Converters

The voltage prediction performance of model predictive control (MPC) exhibits sensitivity to parametric fluctuations in dual-active-bridge (DAB) converters. To improve the robustness of MPC, this article proposes a voltage difference-based model-free predictive control (VD-MFPC) for DAB converters, where the proposed VD-MFPC not only samples the voltage differences for replacing the conventional voltage prediction model but also updates all voltage differences by establishing differences relation for achieving precise and model-free voltage prediction. The proposed VD-MFPC effectively eliminates parametric effects on voltage prediction for DAB converters under parameter fluctuations. The simulation and experiment of DAB converter are conducted to validate the feasibility and performance of the proposed VD-MFPC.

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Publication Details

Journal
IEEE Transactions on Industrial Electronics
Published
2025-08-18
DOI
https://doi.org/10.1109/tie.2025.3589382
Citations
6
Primary Topic
Multilevel Inverters and Converters
Type
article
Field-Weighted Citation Impact
4.38
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article

Voltage Difference-Based Model-Free Predictive Control for Dual-Active-Bridge Converters

Zheng Yin, Sergio Vázquez, José Rodríguez, Fujin Deng et al.
6 citations
IEEE Transactions on Industrial Electronics
Multilevel Inverters and Converters
4.38
article

Voltage Difference-Based Model-Free Predictive Control for Dual-Active-Bridge Converters

Zheng Yin, Sergio Vázquez, José Rodríguez, Fujin Deng, Cristian García, Sayed Abulanwar, Yeyuan Xie
article en
6 citations

Abstract

The voltage prediction performance of model predictive control (MPC) exhibits sensitivity to parametric fluctuations in dual-active-bridge (DAB) converters. To improve the robustness of MPC, this article proposes a voltage difference-based model-free predictive control (VD-MFPC) for DAB converters, where the proposed VD-MFPC not only samples the voltage differences for replacing the conventional voltage prediction model but also updates all voltage differences by establishing differences relation for achieving precise and model-free voltage prediction. The proposed VD-MFPC effectively eliminates parametric effects on voltage prediction for DAB converters under parameter fluctuations. The simulation and experiment of DAB converter are conducted to validate the feasibility and performance of the proposed VD-MFPC.

IEEE Transactions on Industrial ElectronicsVol. 73(1)
University of Talca (CL), Mansoura University (EG), San Sebastián University (CL), Southeast University (CN), Universidad de Sevilla (ES)
Affordable and clean energy
Openalex Percentile: Top 5%
Multilevel Inverters and Converters
4.38
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Voltage Difference-Based Model-Free Predictive Control for Dual-Active-Bridge Converters — Zheng Yin, Sergio Vázquez, et al. · IEEE Transactions on Industrial Electronics (2025) | TGRS Research Map | TGRS