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储能系统技术 储能系统 模型预测控制MPC ★ 5.0

并联双逆变器馈电PMSM驱动系统直流母线电容电流最小化的改进模型预测控制

Improved MPC for Parallel Dual-Inverter PMSM Drives

作者 Xuesong Wu · Cheng Xue · Bowei Li · Yunwei Li
期刊 IEEE Journal of Emerging and Selected Topics in Power Electronics
出版日期 2025年4月
技术分类 储能系统技术
技术标签 储能系统 模型预测控制MPC
相关度评分 ★★★★★ 5.0 / 5.0
关键词 双逆变器驱动系统 有限控制集模型预测控制 直流母线电流 环流 多速率混合结构
语言:

中文摘要

并联双逆变器馈电驱动系统中降低直流母线电容均方根(RMS)电流极具挑战性,因直流母线电流受环流和工作点严重影响。提出改进的有限控制集模型预测控制(FCS-MPC)方案,在估计直流母线纹波电流时在线考虑环流和功率分配,确保广泛工作条件下性能一致。在扩展预测时域内评估直流母线性能,更准确表示直流母线纹波电流围绕平均值的波动。引入多速率混合结构缓解大量开关状态的计算需求,在灵活子集内预测直流母线电流保持计算负担适度。相比先进方法直流母线RMS电流降低13.5%至41.3%。

English Abstract

Reducing the root-mean-square (RMS) current through DC-link capacitors is critically challenging in parallel dual-inverter-fed drive systems, as DC-link currents are heavily influenced by circulating currents and operating points. To address the complication, an improved finite control set model predictive control (FCS-MPC) scheme is proposed in this work. Unlike existing research, the proposed scheme accounts for circulating currents and power-sharing online when estimating DC-link ripple currents, ensuring consistent performance across a wide range of operating conditions. Moreover, the evaluation of DC-link performance is conducted over an extended prediction horizon, providing a more accurate representation of DC-link ripple current fluctuations around its average. To alleviate the computational demands imposed by a large number of switching states, a multi-rate hybrid structure is introduced. Within this structure, stator currents tracking can remain unaffected by other objectives, maintaining superior torque and speed response. Furthermore, DC-link currents prediction is performed within flexible subsets, keeping the calculation burden modest and allowing for real time application. Ultimately, the proposed scheme can achieve a 13.5% to 41.3% reduction in DC-link RMS current compared to the state-of-the-art approach.
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SunView 深度解读

该改进MPC直流母线电流优化技术对阳光电源并联驱动系统有重要应用价值。该方案可应用于新能源汽车双电机驱动系统的母线电容优化,延长电容寿命并提高系统可靠性。13.5%-41.3%的RMS电流降低对ST储能系统并联模块的电容设计优化有参考意义。多速率混合结构对阳光电源高性能电机控制器的实时MPC实现有借鉴价值,可平衡控制性能和计算负担。