Data-Driven Fuzzy Constant Voltage Regulation of Inductive Power Transfer Systems
This paper concerns the problem of constant voltage regulation for an unknown inductive power transfer (IPT) system with phase shift modulation (PSM). Different from mainstream model-based approaches, the proposed data-driven fuzzy method not only formulates a controller solely based on input-output data, but also guarantees the stability of nonlinear inductive power transfer systems. First, a data-based closed-loop fuzzy representation is derived to parameterize the nonlinear system. Subsequently, a sufficient data-based condition is proposed to ensure the stability of the nonlinear system and the asymptotically tracking characteristic without identifying the system parameters. Finally, an experimental example is proposed to demonstrate the accuracy of the proposed method and the robustness of suggested controllers.
Authors
- Donghui Xu (ORCID: https://orcid.org/0009-0002-0161-2431)
- Engang Tian (ORCID: https://orcid.org/0000-0002-8169-5347)
- Huwei Chen (ORCID: https://orcid.org/0000-0003-2957-5601)
Institutions
- University of Shanghai for Science and Technology (CN)
Publication Details
- Journal
- IEEE Transactions on Circuits and Systems I Regular Papers
- Published
- 2025-01-22
- DOI
- https://doi.org/10.1109/tcsi.2025.3529988
- Primary Topic
- Wireless Power Transfer Systems
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Science Foundation
- National Natural Science Foundation of China