李雅普诺夫函数
控制理论(社会学)
Lyapunov重新设计
转换器
Lyapunov稳定性
理论(学习稳定性)
控制器(灌溉)
领域(数学分析)
多项式的
数学
网格
李雅普诺夫方程
数学优化
计算机科学
功率(物理)
非线性系统
人工智能
机器学习
农学
生物
数学分析
物理
几何学
控制(管理)
量子力学
作者
Ziqian Zhang,Robert Schuerhuber,Lothar Fickert,Katrin Friedl,Guochu Chen,Yongming Zhang
标识
DOI:10.1109/tpwrs.2021.3098960
摘要
A large number of non-linear hardware and control units exists in power electronic system used in grid connected devices. The analytical transient stability analysis of grid-connected converters presents numerous difficulties. A common method to tackle this problem is the stability analysis using Lyapunov's method. By applying this method, difficulties arise not only from finding a suitable Lyapunov function, but also from checking the constraint of Lyapunov stability. If the appropriate Lyapunov function is a high-order polynomial, it is very challenging to test if it meets the constraints of Lyapunov stability in certain regions. In this paper, the sum-of-squares programming method is used to obtain the estimation of a converter's domain of attraction with a relatively small number of iterations compared to classically applied methods, such as the Monte Carlo method. The estimation of the domain of attraction are verified by time-domain simulations and StarSim's controller hardware-in-the-loop tests in this paper.
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