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结合数据驱动和等效电路模型的无线电力传输系统互感和负载识别
Mutual Inductance and Load Identification of Wireless Power Transfer Systems Combining Data-Driven and Equivalent Circuit Models
| 作者 | Tong Gao · Hong Cheng · Wei Yuan · Qianqian Song · Xin Li · Cong Wang |
| 期刊 | IEEE Journal of Emerging and Selected Topics in Power Electronics |
| 出版日期 | 2025年8月 |
| 技术分类 | 储能系统技术 |
| 技术标签 | 储能系统 PWM控制 |
| 相关度评分 | ★★★★ 4.0 / 5.0 |
| 关键词 | 维也纳整流器 不连续脉宽调制 损耗优化策略 输入电流畸变 中点电位控制 |
语言:
中文摘要
提出结合支持向量回归数据驱动模型和等效电路模型的联合互感识别方法,准确识别系统互耦合和负载变化不同条件。该混合方法提高了参数识别精度和鲁棒性,为WPT系统自适应控制提供了可靠输入。实验验证该方法在多种工况下的有效性。
English Abstract
Discontinuous pulse width modulation (DPWM) applied to Vienna rectifier faces two challenges: one is how to compromise between reducing switching losses and suppressing input current distortion; the second is how to effectively control the neutral-point (NP) potential. To address these issues, a carrier based loss-optimized DPWM (LO-DPWM) strategy is proposed. By shifting the clamping region of the minimum switching loss DPWM (MSL-DPWM) and injecting zero-sequence components twice, the length of the zero-clamping region is shortened compared to the existing discontinuous modulation method for Vienna rectifier and reduced portion is changed to the clamped phase with the higher absolute input current, which is conducive to further reducing switching losses while ensuring that the input current does not exhibit zero-crossing distortion. Additionally, by adjusting the shift angle, the length of the zero-clamping region can be modified to control the NP voltage balance without introducing additional switching losses. The effectiveness of the proposed LO-DPWM strategy is verified by simulation and experiment. The results indicate that the proposed strategy can eliminate the input current zero-crossing distortion, achieve the optimized system efficiency compared to other modulation strategies, and have the capability of NP voltage balancing control.
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SunView 深度解读
该混合识别方法研究对阳光电源无线充电智能控制有重要价值。数据驱动和等效电路模型结合的技术可应用于阳光iSolarCloud平台无线充电系统参数自适应,提升控制精度和系统鲁棒性。