Diffusion Model-based Parameter Estimation in Dynamic Power Systems
Fuente:
arXiv
Saved in:
| Main Authors: | Zhu, Feiqin, Torbunov, Dmitrii, Jiang, Zhongjing, Zhao, Tianqiao, Yogarathnam, Amirthagunaraj, Ren, Yihui, Yue, Meng |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
An Approach to Evaluate Modeling Adequacy for Small-Signal Stability Analysis of IBR-related SSOs in Multimachine Systems
by: Karunaratne, Lilan, et al.
Published: (2024)
by: Karunaratne, Lilan, et al.
Published: (2024)
A Case Study on Modeling Adequacy of a Grid with Subsynchronous Oscillations Involving IBRs
by: Karunaratne, Lilan, et al.
Published: (2024)
by: Karunaratne, Lilan, et al.
Published: (2024)
Discovery and Characterization of Cross-Area and Intra-Area SSOs Sensitive to Delay in Droop Control of Grid-Forming Converters
by: Karunaratne, Lilan, et al.
Published: (2024)
by: Karunaratne, Lilan, et al.
Published: (2024)
Effective Capacity of a Battery Energy Storage System Captive to a Wind Farm
by: Vaishampayan, Vinay A., et al.
Published: (2024)
by: Vaishampayan, Vinay A., et al.
Published: (2024)
A Deep Reinforcement Learning Method for Multi-objective Transmission Switching
by: Lin, Ding, et al.
Published: (2025)
by: Lin, Ding, et al.
Published: (2025)
Reinforcement Learning Based Symbolic Regression for Load Modeling
by: Lin, Ding, et al.
Published: (2025)
by: Lin, Ding, et al.
Published: (2025)
Parameter Inference and Uncertainty Quantification with Diffusion Models: Extending CDI to 2D Spatial Conditioning
by: Torbunov, Dmitrii, et al.
Published: (2026)
by: Torbunov, Dmitrii, et al.
Published: (2026)
Model-Free Load Frequency Control of Nonlinear Power Systems Based on Deep Reinforcement Learning
by: Chen, Xiaodi, et al.
Published: (2024)
by: Chen, Xiaodi, et al.
Published: (2024)
Deep Reinforcement Learning for Power Grid Multi-Stage Cascading Failure Mitigation
by: Meng, Bo, et al.
Published: (2025)
by: Meng, Bo, et al.
Published: (2025)
AutoSizer: Automatic Sizing of Analog and Mixed-Signal Circuits via Large Language Model (LLM) Agents
by: Yu, Xi, et al.
Published: (2026)
by: Yu, Xi, et al.
Published: (2026)
Parameter Robustness in Data-Driven Estimation of Dynamical Systems
by: Pandey, Ayush
Published: (2025)
by: Pandey, Ayush
Published: (2025)
Generative Modeling and Data Augmentation for Power System Production Simulation
by: Xu, Linna, et al.
Published: (2024)
by: Xu, Linna, et al.
Published: (2024)
Stiffness-Aware Decentralized Dynamic State Estimation for Inverter-Dominated Power Systems
by: Zhao, Xingyu, et al.
Published: (2026)
by: Zhao, Xingyu, et al.
Published: (2026)
Dynamic Modeling of Data-Center Power Delivery for Power System Resonance Analysis
by: Zhao, Xingyu, et al.
Published: (2026)
by: Zhao, Xingyu, et al.
Published: (2026)
A Hybrid Artificial Intelligence Method for Estimating Flicker in Power Systems
by: Enayati, Javad, et al.
Published: (2025)
by: Enayati, Javad, et al.
Published: (2025)
Model Predictive Control of Hybrid Dynamical Systems
by: Sanfelice, Ricardo G., et al.
Published: (2026)
by: Sanfelice, Ricardo G., et al.
Published: (2026)
From Natural Language to Solver-Ready Power System Optimization: An LLM-Assisted, Validation-in-the-Loop Framework
by: Hu, Yunkai, et al.
Published: (2025)
by: Hu, Yunkai, et al.
Published: (2025)
Uncertainty Distribution Assessment of Jiles-Atherton Parameter Estimation for Inrush Current Studies
by: Ugarte-Valdivielso, Jone, et al.
Published: (2024)
by: Ugarte-Valdivielso, Jone, et al.
Published: (2024)
Coordinated Power Smoothing Control for Wind Storage Integrated System with Physics-informed Deep Reinforcement Learning
by: Wang, Shuyi, et al.
Published: (2024)
by: Wang, Shuyi, et al.
Published: (2024)
Recursive Dynamic State Estimation for Power Systems with an Incomplete Nonlinear DAE Model
by: Katanic, Milos, et al.
Published: (2023)
by: Katanic, Milos, et al.
Published: (2023)
Grid-Agent: An LLM-Powered Multi-Agent System for Power Grid Control
by: Zhang, Yan, et al.
Published: (2025)
by: Zhang, Yan, et al.
Published: (2025)
A Multi-Scale Attention-Based Attack Diagnosis Mechanism for Parallel Cyber-Physical Attacks in Power Grids
by: Ren, Junhao, et al.
Published: (2025)
by: Ren, Junhao, et al.
Published: (2025)
Applying Large Language Models to Power Systems: Potential Security Threats
by: Ruan, Jiaqi, et al.
Published: (2023)
by: Ruan, Jiaqi, et al.
Published: (2023)
Optimal Singular Perturbation-based Model Reduction for Heterogeneous Power Systems
by: Huang, Yue, et al.
Published: (2025)
by: Huang, Yue, et al.
Published: (2025)
GANs for EVT Based Model Parameter Estimation in Real-time Ultra-Reliable Communication
by: Valiahdi, Parmida, et al.
Published: (2024)
by: Valiahdi, Parmida, et al.
Published: (2024)
X-GridAgent: An LLM-Powered Agentic AI System for Assisting Power Grid Analysis
by: Yihan, et al.
Published: (2025)
by: Yihan, et al.
Published: (2025)
Exploration of Multi-Element Collaborative Research and Application for Modern Power System Based on Generative Large Models
by: Cheng, Lu, et al.
Published: (2025)
by: Cheng, Lu, et al.
Published: (2025)
Fine-Tuning LLMs to Generate Economical and Reliable Actions for the Power Grid
by: Chehade, Mohamad, et al.
Published: (2026)
by: Chehade, Mohamad, et al.
Published: (2026)
Enabling Large Language Models to Perform Power System Simulations with Previously Unseen Tools: A Case of Daline
by: Jia, Mengshuo, et al.
Published: (2024)
by: Jia, Mengshuo, et al.
Published: (2024)
BarrierBench: Evaluating Large Language Models for Safety Verification in Dynamical Systems
by: Taheri, Ali, et al.
Published: (2025)
by: Taheri, Ali, et al.
Published: (2025)
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)
Control-Oriented Modelling and Adaptive Parameter Estimation for Hybrid Wind-Wave Energy Systems
by: Huang, Yingbo, et al.
Published: (2025)
by: Huang, Yingbo, et al.
Published: (2025)
CSM-H-R: A Context Modeling Framework in Supporting Reasoning Automation for Interoperable Intelligent Systems and Privacy Protection
by: Yue, Songhui, et al.
Published: (2023)
by: Yue, Songhui, et al.
Published: (2023)
Joint Estimation of Sea State and Vessel Parameters Using a Mass-Spring-Damper Equivalence Model
by: Tiwari, Ranjeet K., et al.
Published: (2025)
by: Tiwari, Ranjeet K., et al.
Published: (2025)
Sample-Efficient Diffusion-based Control of Complex Physics Systems
by: Chen, Hongyi, et al.
Published: (2025)
by: Chen, Hongyi, et al.
Published: (2025)
Dynamic Association of Semantics and Parameter Estimates by Filtering
by: Greiff, Marcus, et al.
Published: (2026)
by: Greiff, Marcus, et al.
Published: (2026)
Learning-Augmented Power System Operations: A Unified Optimization View
by: Xu, Wangkun, et al.
Published: (2025)
by: Xu, Wangkun, et al.
Published: (2025)
Fine-Tuning Hybrid Physics-Informed Neural Networks for Vehicle Dynamics Model Estimation
by: Fang, Shiming, et al.
Published: (2024)
by: Fang, Shiming, et al.
Published: (2024)
Learning System Dynamics without Forgetting
by: Zhang, Xikun, et al.
Published: (2024)
by: Zhang, Xikun, et al.
Published: (2024)
An Ultra-Low-Power Synthesizable Asynchronous AER Encoder for Neuromorphic Edge Devices
by: Wang, Yihui, et al.
Published: (2026)
by: Wang, Yihui, et al.
Published: (2026)
Similar Items
-
An Approach to Evaluate Modeling Adequacy for Small-Signal Stability Analysis of IBR-related SSOs in Multimachine Systems
by: Karunaratne, Lilan, et al.
Published: (2024) -
A Case Study on Modeling Adequacy of a Grid with Subsynchronous Oscillations Involving IBRs
by: Karunaratne, Lilan, et al.
Published: (2024) -
Discovery and Characterization of Cross-Area and Intra-Area SSOs Sensitive to Delay in Droop Control of Grid-Forming Converters
by: Karunaratne, Lilan, et al.
Published: (2024) -
Effective Capacity of a Battery Energy Storage System Captive to a Wind Farm
by: Vaishampayan, Vinay A., et al.
Published: (2024) -
A Deep Reinforcement Learning Method for Multi-objective Transmission Switching
by: Lin, Ding, et al.
Published: (2025)