Cover Image

A New Neural Network Paradigm for Scalable and Generalizable Stability Analysis of Power Systems

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Han, Tong, Xu, Yan, Zhang, Rui
Format:	Preprint
Published:	2025
Subjects:	Systems and Control
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Neural Network Certification Informed Power System Transient Stability Preventive Control with Renewable Energy
by: Su, Tong, et al.
Published: (2024)

Scalable Neural Dynamic Equivalence for Power Systems
by: Shen, Qing, et al.
Published: (2023)

Robust Stability of Neural Network Control Systems with Interval Matrix Uncertainties
by: Zhang, Yuhao, et al.
Published: (2023)

A Unified Theory for Transient Synchronization Stability Analysis of Renewable Dominated Power Systems
by: Zhan, Meng, et al.
Published: (2025)

A New Paradigm in IBR Modeling for Power Flow and Short Circuit Analysis
by: Javid, Zahid, et al.
Published: (2025)

Scalable Formal Verification of Incremental Stability in Large-Scale Systems Using Graph Neural Networks
by: Basu, Ahan, et al.
Published: (2025)

Model-Free Power System Stability Enhancement with Dissipativity-Based Neural Control
by: Wang, Yifei, et al.
Published: (2025)

Power System Electromagnetic Transient Stability: an Analysis Based on Convergent Hamiltonian
by: Jiang, Xinyuan, et al.
Published: (2025)

Graph Neural Networks for Fast Contingency Analysis of Power Systems
by: Nakiganda, Agnes M., et al.
Published: (2023)

Artificial Intelligence in Power System Security and Stability Analysis: A Comprehensive Review
by: Zhang, Runhao
Published: (2024)

A Differentially Private Quantum Neural Network for Probabilistic Optimal Power Flow
by: Cao, Yuji, et al.
Published: (2024)

Scalable Physics-Informed Neural Networks for Accelerating Electromagnetic Transient Stability Assessment
by: Nadal, Ignasi Ventura, et al.
Published: (2025)

A Survey on IBR Penetrated Power System Stability Analysis Using Frequency Scanning
by: Das, Shuvangkar Chandra, et al.
Published: (2025)

Physics-Informed Neural Network for Cross-Domain Predictive Control of Tapered Amplifier Thermal Stabilization
by: Shi, Yanpei, et al.
Published: (2025)

Small Signal Stability Analysis of Kurdistan Regional Power System
by: Hamarash, Ibrahim Ismael
Published: (2025)

Data Center Model for Transient Stability Analysis of Power Systems
by: Jimenez-Ruiz, Alberto, et al.
Published: (2025)

On the Stability of Networked Nonlinear Negative Imaginary Systems with Applications to Electrical Power Systems
by: Chen, Yijun, et al.
Published: (2024)

Secure and Scalable Network Slicing with Plug-and-Play Support for Power Distribution System Communication Networks
by: Zhong, Jian, et al.
Published: (2024)

Physics-informed Graphical Neural Network for Power System State Estimation
by: Ngo, Quang-Ha, et al.
Published: (2023)

A Two-Stage AI-Powered Motif Mining Method for Efficient Power System Topological Analysis
by: Li, Yiyan, et al.
Published: (2024)

Data-Driven Analysis and Predictive Control of Descriptor Systems with Application to Power and Water Networks
by: Zhang, Yuan, et al.
Published: (2025)

Smooth Rate Limiter Model for Power System Stability Analysis and Control
by: Alexakis, Zaint A., et al.
Published: (2025)

Small-Signal Stability Analysis of Power Systems by Implicit Multilinear Models
by: Kaufmann, Christoph, et al.
Published: (2025)

Interharmonic Power: A New Concept for Power System Oscillation Source Location
by: Xu, Wilsun, et al.
Published: (2024)

A Gray-Box Stability Analysis Mechanism for Power Electronic Converters
by: Kong, Rui, et al.
Published: (2024)

Meta-Backscatter: A New ISAC Paradigm for Battery-Free Internet of Things
by: Liu, Xu, et al.
Published: (2024)

Neural Co-state Regulator: A Data-Driven Paradigm for Real-time Optimal Control with Input Constraints
by: Lian, Lihan, et al.
Published: (2025)

Control and Stability of a Multilevel Power System for a Future Distribution Network
by: Wu, Xian, et al.
Published: (2026)

Neural Exponential Stabilization of Control-affine Nonlinear Systems
by: Zakwan, Muhammad, et al.
Published: (2024)

Complex-Value Spatio-temporal Graph Convolutional Neural Networks and its Applications to Electric Power Systems AI
by: Wu, Tong, et al.
Published: (2022)

Hierarchical Preemptive Holistic Collaborative Systems for Embodied Multi-Agent Systems: Framework, Hybrid Stability, and Scalability Analysis
by: Peng, Ting
Published: (2026)

A Wideband Composite Sequence Impedance Model for Evaluation of Interactions in Unbalanced Power-Electronic-Based Power Systems
by: Liu, Zhi, et al.
Published: (2025)

Distributed Control of Network Systems in the Space of Stabilizing Graph Neural Network Policies
by: Cao, John, et al.
Published: (2025)

Toolbox for Developing Physics Informed Neural Networks for Power Systems Components
by: Karampinis, Ioannis, et al.
Published: (2025)

Modeling Power Systems Dynamics with Symbolic Physics-Informed Neural Networks
by: Tran, Huynh T. T., et al.
Published: (2023)

Robust and Interpretable Graph Neural Networks for Power Systems State Estimation
by: Yaniv, Arbel, et al.
Published: (2026)

Decentralized Stability-Constrained Optimal Power Flow for Inverter-Based Power Systems
by: Wang, Shigeng, et al.
Published: (2026)

Bayesian Physics-informed Neural Networks for System Identification of Inverter-dominated Power Systems
by: Stock, Simon, et al.
Published: (2024)

Compositionally Verifiable Vector Neural Lyapunov Functions for Stability Analysis of Interconnected Nonlinear Systems
by: Liu, Jun, et al.
Published: (2024)

Forward and Backward Reachability Analysis of Closed-loop Recurrent Neural Networks via Hybrid Zonotopes
by: Zhang, Yuhao, et al.
Published: (2026)