Overviews on the applications of the Kuramoto model in modern power system analysis

Y Guo, D Zhang, Z Li, Q Wang, D Yu - … Journal of Electrical Power & Energy …, 2021 - Elsevier
Synchronization of power systems is not only a vital issue nowadays, but also of major
importance in the development of future smart grids where high penetration of renewable …

Predicting basin stability of power grids using graph neural networks

C Nauck, M Lindner, K Schürholt, H Zhang… - New Journal of …, 2022 - iopscience.iop.org
The prediction of dynamical stability of power grids becomes more important and
challenging with increasing shares of renewable energy sources due to their decentralized …

Order parameter dynamics in complex systems: From models to data

Z Zheng, C Xu, J Fan, M Liu, X Chen - Chaos: An Interdisciplinary …, 2024 - pubs.aip.org
Collective ordering behaviors are typical macroscopic manifestations embedded in complex
systems and can be ubiquitously observed across various physical backgrounds. Elements …

Promoting synchrony of power grids by restructuring network topologies

X Li, W Wei, Z Zheng - Chaos: An Interdisciplinary Journal of Nonlinear …, 2023 - pubs.aip.org
The optimization of synchronization on distributed power grids is an important topic in recent
years. We extensively study the optimization by restructuring grid topology in terms of …

Inferring attracting basins of power system with machine learning

Y Du, Q Li, H Fan, M Zhan, J Xiao, X Wang - Physical Review Research, 2024 - APS
Power systems dominated by renewable energy encounter frequently large, random
disturbances, and a critical challenge faced in power-system management is how to …

Basin stability for updating system uncertainties

D Dudkowski, T Kapitaniak - Physical Review E, 2024 - APS
In this paper, we propose an application of the basin stability tool which allows us to update
the information on the system properties under parameter uncertainties. The concept is …

On structural and dynamical factors determining the integrated basin instability of power-grid nodes

H Kim, MJ Lee, SH Lee, SW Son - Chaos: An Interdisciplinary Journal …, 2019 - pubs.aip.org
In electric power systems delivering alternating current, it is essential to maintain its
synchrony of the phase with the rated frequency. The synchronization stability that quantifies …

[HTML][HTML] 基于大偏差理论的随机动力学研究

朱金杰, 陈朕, 孔琛, 刘先斌 - 力学进展, 2020 - lxjz.cstam.org.cn
本文介绍了大偏差理论的基本思想, 基本概念以及大偏差理论在离出问题研究中的应用.
本文评述了有关离出问题的三个重要指标: 平均首次离出时间, 离出位置分布和最优离出路径 …

Directional switches in network-organized swarming systems with delay

R Xiao, W Li, D Zhao, Y Sun - Chaos: An Interdisciplinary Journal of …, 2023 - pubs.aip.org
Coordinated directional switches can emerge between members of moving biological
groups. Previous studies have shown that the self-propelled particles model can well …

Effects of dynamical and structural modifications on synchronization

L Chen, P Ji, D Waxman, W Lin, J Kurths - Chaos: An Interdisciplinary …, 2019 - pubs.aip.org
Synchronization is a phenomenon of the collective behavior of coupled oscillators and
involves the detailed interplay of the intrinsic frequencies of the oscillators, the underlying …