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储能系统技术 储能系统 模型预测控制MPC ★ 5.0

基于超 twisting 观测器的单相中点钳位H桥级联逆变器固定开关频率无模型预测控制

Model-Free Predictive Control With Super-Twisting Observer of Single-Phase Neutral-Clamped H-Bridge Cascade Inverters With Fixed Switching Frequency

语言:

中文摘要

针对有限控制集模型预测控制中开关频率不固定和参数失配的问题,提出一种基于单相级联H桥中点钳位逆变器的连续控制集无模型预测控制(CCS-MFPC)方法。通过在每个控制周期内使用三个电压矢量并依据其代价函数反比分配作用次数,实现固定开关频率;综合考虑开关动作减少与中点电位平衡,将27个开关矢量组合为32段序列。引入中点电位偏差至代价函数,采用多目标预测有效平衡中点电位。建立单相CHB-NPC逆变器的超局部模型,并设计超 twisting 滑模观测器估计集中扰动,提升控制器参数鲁棒性。实验平台验证了该方法的正确性与优越性。

English Abstract

A continuous control set model-free predictive control (CCS-MFPC) algorithm study based on single-phase cascaded H-bridge neutral-point clamped inverter is proposed to address the problems of unfixed switching frequency and parameter mismatch in finite control set model predictive control (FCS-MPC). First, in order to achieve a fixed switching frequency, three voltage vectors are employed in each control cycle, with the number of applications inversely proportional to their respective cost functions. The 27 switching vectors are combined into a sequence of 32 switching vectors from the consideration of both the reduction of switching action as well as the balance of the neutral point potential. Second, the effect of neutral point potential on system performance is investigated, and multiobjective prediction is used to balance the neutral point potential effectively by adding the neutral point potential difference to the cost function. Finally, in order to solve the parameter dependence problem of model prediction, a ultralocal model of single-phase CHB-NPC inverter is established, and a super-twisting sliding mode observer (ST-SMO) is designed to estimate the centralized perturbation, which makes the controller more parametrically robust. The corresponding experimental platform is built to demonstrate the correctness and superiority of the proposed method.
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SunView 深度解读

该无模型预测控制技术对阳光电源ST系列储能变流器和PowerTitan大型储能系统具有重要应用价值。固定开关频率方案可降低EMI滤波器设计难度,提升系统可靠性;超twisting观测器增强参数鲁棒性,适应储能系统宽范围工况变化;中点电位平衡策略可直接应用于三电平NPC拓扑的ST2752UX等产品,延长功率器件寿命。该方法的无模型特性降低了对精确参数的依赖,可简化SG系列光伏逆变器的调试流程。建议将该技术与阳光现有GFM构网型控制结合,提升储能系统在弱电网下的动态响应性能,并在iSolarCloud平台集成该算法的自适应参数整定功能。