Maximum Efficiency Tracking Control for Omnidirectional Wireless Power Transfer System Based on AdamW Algorithm

Chen, Zechi; Sun, Xiangdong; Song, Weizhang; Wheeler, Patrick; Liu, Jiang; Ren, Biying

Abstract

In order to increase the transmission efficiency of the receiving and transmitting coils of the omnidirectional wireless power transfer (OWPT) system in all-direction wireless transmission, and to reach the system's maximum efficiency output under constant output power, avoiding the power losses caused by additional DC/DC converters. This article proposes a maximum efficiency point tracking control algorithm based on AdamW algorithm. The system equivalent circuit model of three transmitting coils OWPT double-side LCC compensation network is established in this paper, and a maximum efficiency tracking control method based on AdamW is proposed. By changing the input voltage of the three transmitting coils and adjusting the current of the transmitting coils, the overall efficiency of the system can be optimized under constant power output. The effectiveness of the OWPT maximum transmission efficiency control method based on AdamW algorithm is verified by experiments, which can achieve the maximum efficiency output of the receiving coil at any position.

Citation

Chen, Z., Sun, X., Song, W., Wheeler, P., Liu, J., & Ren, B. (2025). Maximum Efficiency Tracking Control for Omnidirectional Wireless Power Transfer System Based on AdamW Algorithm. IEEE Transactions on Power Electronics, 40(3), 4602-4612. https://doi.org/10.1109/tpel.2024.3486048

• Journal Article Type: Article
• Acceptance Date: Oct 24, 2024
• Online Publication Date: Oct 24, 2024
• Publication Date: 2025-03
• Deposit Date: Nov 19, 2024
• Publicly Available Date: Jan 3, 2025
• Journal: IEEE Transactions on Power Electronics
• Print ISSN: 0885-8993
• Electronic ISSN: 1941-0107
• Publisher: Institute of Electrical and Electronics Engineers
• Peer Reviewed: Peer Reviewed
• Volume: 40
• Issue: 3
• Pages: 4602-4612
• DOI: https://doi.org/10.1109/tpel.2024.3486048
• Public URL: https://nottingham-repository.worktribe.com/output/40984893
• Publisher URL: https://ieeexplore.ieee.org/document/10734222