Universal Transient Stability Analysis: A Pre-trained Generative Transformer-Enabled Power System Dynamics Prediction Framework
Fuente:
arXiv
Saved in:
| Main Authors: | Shen, Chao, Zuo, Ke, Sun, Mingyang |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
LLM-DMD: Large Language Model-based Power System Dynamic Model Discovery
by: Shen, Chao, et al.
Published: (2026)
by: Shen, Chao, et al.
Published: (2026)
Data Center Model for Transient Stability Analysis of Power Systems
by: Jimenez-Ruiz, Alberto, et al.
Published: (2025)
by: Jimenez-Ruiz, Alberto, et al.
Published: (2025)
A General Framework for Load Forecasting based on Pre-trained Large Language Model
by: Gao, Mingyang, et al.
Published: (2024)
by: Gao, Mingyang, et al.
Published: (2024)
Power System Electromagnetic Transient Stability: an Analysis Based on Convergent Hamiltonian
by: Jiang, Xinyuan, et al.
Published: (2025)
by: Jiang, Xinyuan, et al.
Published: (2025)
Transient Stability Analysis for Grid Following Converters in Low-Inertia Power Systems by Direct Method
by: Sun, Fangyuan, et al.
Published: (2025)
by: Sun, Fangyuan, et al.
Published: (2025)
A Unified Theory for Transient Synchronization Stability Analysis of Renewable Dominated Power Systems
by: Zhan, Meng, et al.
Published: (2025)
by: Zhan, Meng, et al.
Published: (2025)
A Federated Deep Learning Approach for Privacy-Preserving Real-Time Transient Stability Predictions in Power Systems
by: Hijazi, Maeshal, et al.
Published: (2024)
by: Hijazi, Maeshal, et al.
Published: (2024)
Generalized Model of VSC-based Energy Storage Systems for Transient Stability Analysis
by: Ortega, Álvaro, et al.
Published: (2015)
by: Ortega, Álvaro, et al.
Published: (2015)
LLM-Guided Safe Reinforcement Learning for Energy System Topology Reconfiguration
by: Zhang, Zongyan, et al.
Published: (2026)
by: Zhang, Zongyan, et al.
Published: (2026)
Multi-Swing Transient Stability of Synchronous Generators and IBR Combined Generation Systems
by: Yang, Songhao, et al.
Published: (2026)
by: Yang, Songhao, et al.
Published: (2026)
A Risk-Based Probabilistic Transient Stability Approach for Ranking of Circuit Breakers in a Power System
by: Shahzad, Umair
Published: (2025)
by: Shahzad, Umair
Published: (2025)
Neural Network Certification Informed Power System Transient Stability Preventive Control with Renewable Energy
by: Su, Tong, et al.
Published: (2024)
by: Su, Tong, et al.
Published: (2024)
Make Safe Decisions in Power System: Safe Reinforcement Learning Based Pre-decision Making for Voltage Stability Emergency Control
by: Bi, Congbo, et al.
Published: (2024)
by: Bi, Congbo, et al.
Published: (2024)
SOStab: a Matlab Toolbox for Transient Stability Analysis
by: Drobot, Stéphane, et al.
Published: (2023)
by: Drobot, Stéphane, et al.
Published: (2023)
Data-Driven Transient Stability Assessment of Power Systems with a Novel GHM-Enhanced CatBoost Algorithm
by: Wang, Zheheng
Published: (2024)
by: Wang, Zheheng
Published: (2024)
Transient Stability Analysis of a Hybrid Grid-Forming and Grid-Following RES System Considering Multi-Mode Control Switching
by: Zeng, Ruiyuan, et al.
Published: (2025)
by: Zeng, Ruiyuan, et al.
Published: (2025)
Lipschitz-Enforced Machine Learning Framework for Accelerating Transient Stability Analysis of Networked Grid-Interactive Inverters
by: Liu, Zhong, et al.
Published: (2026)
by: Liu, Zhong, et al.
Published: (2026)
Feedback Stability Analysis via Dissipativity with Dynamic Supply Rates
by: Khong, Sei Zhen, et al.
Published: (2022)
by: Khong, Sei Zhen, et al.
Published: (2022)
Comparative Analysis of Learning-Based Methods for Transient Stability Assessment
by: Wu, Xingjian, et al.
Published: (2024)
by: Wu, Xingjian, et al.
Published: (2024)
ProOPF: Benchmarking and Improving LLMs for Professional-Grade Power Systems Optimization Modeling
by: Shen, Chao, et al.
Published: (2026)
by: Shen, Chao, et al.
Published: (2026)
An Interpretable Power System Transient Stability Assessment Method with Expert Guiding Neural-Regression-Tree
by: Wang, Hanxuan, et al.
Published: (2024)
by: Wang, Hanxuan, et al.
Published: (2024)
Enabling Small-Signal Stability Analysis of Black-Box Voltage Source Converters in Large-Scale Modern Power Systems
by: Garcia-Reyes, Luis A., et al.
Published: (2026)
by: Garcia-Reyes, Luis A., et al.
Published: (2026)
Sparsity-exploiting Gaussian Process for Robust Transient Learning of Power System Dynamics
by: Gao, Tina, et al.
Published: (2025)
by: Gao, Tina, et al.
Published: (2025)
Small Signal Stability Analysis of Kurdistan Regional Power System
by: Hamarash, Ibrahim Ismael
Published: (2025)
by: Hamarash, Ibrahim Ismael
Published: (2025)
Dynamic Modeling and Stability Analysis for Repeated LVRT Process of Wind Turbine Based on Switched System Theory
by: Lai, Qiping, et al.
Published: (2024)
by: Lai, Qiping, et al.
Published: (2024)
Evaluating the Impact of a Load Admittance Approximation in Transient Stability-Constrained Optimal Power Flow
by: Coelho, Alex Junior da Cunha, et al.
Published: (2025)
by: Coelho, Alex Junior da Cunha, et al.
Published: (2025)
Fast-Converged Deep Reinforcement Learning for Optimal Dispatch of Large-Scale Power Systems under Transient Security Constraints
by: Xiao, Tannan, et al.
Published: (2023)
by: Xiao, Tannan, et al.
Published: (2023)
Discrimination of Internal Faults and Other Transients in an Interconnected System with Power Transformers and Phase Angle Regulators
by: Bera, Pallav Kumar, et al.
Published: (2020)
by: Bera, Pallav Kumar, et al.
Published: (2020)
Transient Stability Assessment of Power Systems Based on Local Learning Machine and Bacterial Colony Chemotaxis Algorithm
by: Gu, Xueping, et al.
Published: (2019)
by: Gu, Xueping, et al.
Published: (2019)
Lagrangian Modelling and Motion Stability of Synchronous Generator Power Systems
by: Ji, Feng, et al.
Published: (2023)
by: Ji, Feng, et al.
Published: (2023)
Artificial Intelligence in Power System Security and Stability Analysis: A Comprehensive Review
by: Zhang, Runhao
Published: (2024)
by: Zhang, Runhao
Published: (2024)
A Novel Decoupled LVRT Control Strategy for Transient Voltage Stability Enhancement of IBRs Using Voltage-Angle Coupling Analysis
by: Sun, Fangyuan, et al.
Published: (2025)
by: Sun, Fangyuan, et al.
Published: (2025)
A Unified Attack Detection Strategy for Multi-Agent Systems over Transient and Steady Stages
by: Gao, Jinming, et al.
Published: (2025)
by: Gao, Jinming, et al.
Published: (2025)
Harnessing Membership Function Dynamics for Stability Analysis of T-S Fuzzy Systems
by: Lee, Donghwan, et al.
Published: (2024)
by: Lee, Donghwan, et al.
Published: (2024)
Smooth Rate Limiter Model for Power System Stability Analysis and Control
by: Alexakis, Zaint A., et al.
Published: (2025)
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)
by: Kaufmann, Christoph, et al.
Published: (2025)
A Dynamic Recurrent Adjacency Memory Network for Mixed-Generation Power System Stability Forecasting
by: Ooi, Guang An, et al.
Published: (2025)
by: Ooi, Guang An, et al.
Published: (2025)
MoE-GraphSAGE-Based Integrated Evaluation of Transient Rotor Angle and Voltage Stability in Power Systems
by: Zhang, Kunyu, et al.
Published: (2025)
by: Zhang, Kunyu, et al.
Published: (2025)
Typical Scenarios Generation Method Considering System-level Characteristics of Power System
by: Li, Tao, et al.
Published: (2026)
by: Li, Tao, et al.
Published: (2026)
An Effective Current Limiting Strategy to Enhance Transient Stability of Virtual Synchronous Generator
by: Zhao, Yifan, et al.
Published: (2024)
by: Zhao, Yifan, et al.
Published: (2024)
Similar Items
-
LLM-DMD: Large Language Model-based Power System Dynamic Model Discovery
by: Shen, Chao, et al.
Published: (2026) -
Data Center Model for Transient Stability Analysis of Power Systems
by: Jimenez-Ruiz, Alberto, et al.
Published: (2025) -
A General Framework for Load Forecasting based on Pre-trained Large Language Model
by: Gao, Mingyang, et al.
Published: (2024) -
Power System Electromagnetic Transient Stability: an Analysis Based on Convergent Hamiltonian
by: Jiang, Xinyuan, et al.
Published: (2025) -
Transient Stability Analysis for Grid Following Converters in Low-Inertia Power Systems by Direct Method
by: Sun, Fangyuan, et al.
Published: (2025)