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电动汽车驱动 DC-DC变换器 LLC谐振 深度学习 ★ 5.0

基于不对称变占空比调制控制的CLLC谐振变换器轻载优化策略

Light-Load Optimization Strategy for CLLC Resonant Converters Based on Asymmetric Variable Duty-Cycle Modulation Control

作者 Yichen Wang · Feng Wang · Fang Zhuo · Kefan Yu
期刊 IEEE Journal of Emerging and Selected Topics in Power Electronics
出版日期 2024年12月
技术分类 电动汽车驱动
技术标签 DC-DC变换器 LLC谐振 深度学习
相关度评分 ★★★★★ 5.0 / 5.0
关键词 CLLC谐振变换器 轻载条件 非对称可变占空比调制 零电压开关 闭环控制系统
语言:

中文摘要

CLLC谐振变换器是一种具有优良软开关特性的双向隔离型DC/DC变换器,但在轻载条件下电压调节性能差且效率较低。为此,本文提出一种不对称变占空比调制(AVDM)控制方法,通过调节原边和副边不对称方波的占空比来改善轻载时的输出电压调节性能并提升效率。采用基于前馈神经网络(FNN)的多频建模策略,间接分析AVDM控制下变换器的时域特性,进而确定不同轻载条件下实现零电压开关(ZVS)的最优工作点,并据此设计闭环控制系统。最后通过2 kW实验样机验证了所提AVDM控制方法的可行性。

English Abstract

The CLLC resonant converter is a bidirectional isolated dc/dc converter with excellent soft-switching characteristics. However, the CLLC resonant converter exhibits poor voltage regulation and low operating efficiency under light-load conditions. Therefore, to optimize the light-load voltage regulation performance and enhance the operating efficiency of the CLLC resonant converter under light-load conditions, this article proposes an asymmetric variable duty-cycle modulation (AVDM) control method. AVDM control regulates the output voltage under light-load conditions by varying the duty cycle of the asymmetric square waves in the primary and secondary circuits. Additionally, this article adopts a multifrequency modeling strategy based on a feedforward neural network (FNN) to indirectly analyze the time-domain characteristics of the CLLC resonant converter when using AVDM control. Based on the converter’s time-domain characteristics, the optimal operating points that ensure zero-voltage-switching (ZVS) operation in the CLLC resonant converter under various light-load conditions can be determined. Furthermore, a closed-loop control system utilizing AVDM control can be designed based on the optimal operating points. Finally, the feasibility of the proposed AVDM control is verified by a 2-kW rated power CLLC resonant converter experimental prototype.
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SunView 深度解读

该CLLC谐振变换器轻载优化技术对阳光电源车载OBC充电机和储能双向变流器产品具有重要应用价值。AVDM控制方法可直接应用于ST系列储能变流器的DC-DC隔离级,解决轻载工况下效率低和电压调节性能差的痛点,提升储能系统在低功率充放电时的转换效率。基于FNN神经网络的多频建模策略为复杂调制模式下的ZVS优化提供了新思路,可借鉴用于SiC/GaN器件的软开关控制优化。该技术在电动汽车OBC产品中尤为关键,能够改善小功率充电场景下的待机损耗和轻载效率,符合车规级高效率全功率范围要求,可与现有MPPT算法和智能控制策略协同,提升产品竞争力。