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储能系统技术 储能系统 SiC器件 跟网型GFL 强化学习 ★ 5.0

跟网型逆变器鲁棒稳定性分析:集成参数不确定性和区间时延的PI控制器整定

Robust Stability Analysis of Grid-Following Inverters

语言:

中文摘要

针对跟网型逆变器面临区间参数不确定性和未知有界时延问题,提出新型鲁棒稳定性分析框架。不同于经典鲁棒控制策略(H∞、μ综合、滑模控制)导致高阶或非线性控制器难以实时调谐,以及无模型方法(强化学习、数据驱动)缺乏稳定性保证,该方法采用时延相关准则结合值集和零点排除原理。该方法简单、系统、非保守,无需复杂调谐即可完全确定PI稳定增益。仿真和实验验证了实际鲁棒性和逆变器控制适用性。

English Abstract

This paper presents a novel robust stability analysis framework for grid-following inverters subject to interval parametric uncertainties and unknown but bounded time delays. Prior works employing classical robust control strategies, such as H∞ control, μ-synthesis, and sliding mode control, often result in high-order or nonlinear controllers that are difficult to tune and implement in real-time inverter applications. Moreover, they typically address either parametric uncertainties or constant delays, but not their combined and varying effects. Model-free control approaches, including reinforcement learning and data-driven methods, offer adaptability but require extensive training data and computational effort, and often lack formal stability guarantees. In contrast to conventional delay-aware methods—such as Bode plot-based techniques, Lyapunov-Krasovskii functionals, and Smith Predictors—that either assume fixed parameter values or exhibit conservatism under uncertainty, the proposed approach employs a delay-dependent criterion integrated with value set and zero exclusion principles. The proposed method is simple, systematic, and non-conservative, enabling the complete determination of PI stabilizing gains without complex tuning. Simulation and experimental results verify its practical robustness and suitability for real-world inverter control.
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SunView 深度解读

该鲁棒稳定性分析框架对阳光电源跟网型逆变器控制参数整定有重要应用价值。时延相关准则和参数不确定性集成方法可应用于ST储能变流器和SG光伏逆变器的GFL控制器设计,提高在电网参数变化和通信延迟条件下的稳定性。简化的PI增益确定方法便于工程实现,优于复杂鲁棒控制策略。该技术对阳光电源逆变器在弱电网和高比例新能源接入场景下的稳定运行有提升作用。