Physics-Aware LLM-Based Probabilistic Wind Power Scenario Generation under Extreme Icing Conditions
Fuente:
arXiv
Saved in:
| Main Authors: | Wang, Lei, Zhang, Ying, Shi, Di, Ding, Fei |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Efficient Scenario Generation for Chance-constrained Economic Dispatch Considering Ambient Wind Conditions
by: Zhang, Qian, et al.
Published: (2023)
by: Zhang, Qian, et al.
Published: (2023)
Probabilistic Forecasting Method for Offshore Wind Farm Cluster under Typhoon Conditions: a Score-Based Conditional Diffusion Model
by: He, Jinhua, et al.
Published: (2025)
by: He, Jinhua, et al.
Published: (2025)
Taylor-Expansion-Based Robust Power Flow in Unbalanced Distribution Systems: A Hybrid Data-Aided Method
by: Chung, Sungjoo, et al.
Published: (2024)
by: Chung, Sungjoo, et al.
Published: (2024)
USV-AUV Collaboration Framework for Underwater Tasks under Extreme Sea Conditions
by: Xu, Jingzehua, et al.
Published: (2024)
by: Xu, Jingzehua, et al.
Published: (2024)
Pooling Probabilistic Forecasts for Cooperative Wind Power Offering
by: Wen, Honglin, et al.
Published: (2025)
by: Wen, Honglin, et al.
Published: (2025)
A Hybrid Modelling of a Water and Air Injector in a Subsonic Icing Wind Tunnel
by: Hernández-Hernández, César, et al.
Published: (2024)
by: Hernández-Hernández, César, et al.
Published: (2024)
Wind Power Scenario Generation based on the Generalized Dynamic Factor Model and Generative Adversarial Network
by: Cho, Young-ho, et al.
Published: (2025)
by: Cho, Young-ho, et al.
Published: (2025)
Extreme Scenario Characterization for High Renewable Energy Penetrated Power Systems over Long Time Scales
by: Kang, Kai, et al.
Published: (2025)
by: Kang, Kai, et al.
Published: (2025)
Monitoring Based Fatigue Damage Prognosis of Wind Turbine Composite Blades under Uncertain Wind Loads
by: Zhang, Chizhi, et al.
Published: (2024)
by: Zhang, Chizhi, et al.
Published: (2024)
Marginalize, Rather than Impute: Probabilistic Wind Power Forecasting with Incomplete Data
by: Wen, Honglin, et al.
Published: (2024)
by: Wen, Honglin, et al.
Published: (2024)
Sample Robust Scheduling of Electricity-Gas Systems Under Wind Power Uncertainty
by: Liu, Rong-Peng, et al.
Published: (2023)
by: Liu, Rong-Peng, et al.
Published: (2023)
A Distributionally Robust Optimization Framework for Stochastic Assessment of Power System Flexibility in Economic Dispatch
by: Zhao, Xinyi, et al.
Published: (2024)
by: Zhao, Xinyi, et al.
Published: (2024)
A Flow-Based Model for Conditional and Probabilistic Electricity Consumption Profile Generation and Prediction
by: Xia, Weijie, et al.
Published: (2024)
by: Xia, Weijie, et al.
Published: (2024)
Deployment-Efficient Short-Term Load Forecasting in AI Data Centers via Sequence-to-Point Knowledge Distillation
by: Wang, Lei, et al.
Published: (2026)
by: Wang, Lei, et al.
Published: (2026)
Integrated Investment and Policy Planning for Power Systems via Differentiable Scenario Generation
by: Mieth, Robert
Published: (2026)
by: Mieth, Robert
Published: (2026)
Data-driven Reachability Verification with Probabilistic Guarantees under Koopman Spectral Uncertainty
by: Ding, Jianqiang, et al.
Published: (2025)
by: Ding, Jianqiang, et al.
Published: (2025)
Impact of Wind Generation on Risk-based Security Assessment of Power System
by: Shahzad, Umair
Published: (2025)
by: Shahzad, Umair
Published: (2025)
Carbon-Aware Optimal Power Flow
by: Chen, Xin, et al.
Published: (2023)
by: Chen, Xin, et al.
Published: (2023)
Testing Topological Data Analysis for Condition Monitoring of Wind Turbines
by: Casolo, Simone, et al.
Published: (2024)
by: Casolo, Simone, et al.
Published: (2024)
LSTM-Based Net Load Forecasting for Wind and Solar Power-Equipped Microgrids
by: Silva-Rodriguez, Jesus, et al.
Published: (2024)
by: Silva-Rodriguez, Jesus, et al.
Published: (2024)
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)
A Hybrid Strategy for Probabilistic Forecasting and Trading of Aggregated Wind-Solar Power: Design and Analysis in HEFTCom2024
by: Pu, Chuanqing, et al.
Published: (2025)
by: Pu, Chuanqing, et al.
Published: (2025)
Risk-Aware Value-Oriented Net Demand Forecasting for Virtual Power Plants
by: Zhang, Yufan, et al.
Published: (2024)
by: Zhang, Yufan, et al.
Published: (2024)
Modeling and Quantifying the Impact of Wind Power Penetration on Power System Coherency
by: Mukherjee, Sayak, et al.
Published: (2019)
by: Mukherjee, Sayak, et al.
Published: (2019)
PLL Based Sub-/Super-synchronous Resonance Damping Controller for D-PMSG Wind Farm Integrated Power Systems
by: Yang, Songhao, et al.
Published: (2026)
by: Yang, Songhao, et al.
Published: (2026)
Analysis of Wind Power Integration in Electricity Markets LMP Pricing
by: Nemati, Narin, et al.
Published: (2024)
by: Nemati, Narin, et al.
Published: (2024)
Implementing Deep Reinforcement Learning-Based Grid Voltage Control in Real-World Power Systems: Challenges and Insights
by: Shi, Di, et al.
Published: (2024)
by: Shi, Di, et al.
Published: (2024)
Valuing Uncertainties in Wind Generation: An Agent-Based Optimization Approach
by: Shen, Daniel, et al.
Published: (2022)
by: Shen, Daniel, et al.
Published: (2022)
A Cycle-Based Solvability Condition for Real Power Flow Equations
by: Neupane, Puskar, et al.
Published: (2026)
by: Neupane, Puskar, et al.
Published: (2026)
Node Flux-Linkage Synchronizing Control of Power Systems with 100% Wind Power Generation Based on Capacitor Voltage Balancing Scheme
by: Liu, Yang, et al.
Published: (2024)
by: Liu, Yang, et al.
Published: (2024)
Feature-Driven Strategies for Trading Wind Power and Hydrogen
by: Helgren, Emil, et al.
Published: (2023)
by: Helgren, Emil, et al.
Published: (2023)
MAPS: A Mode-Aware Probabilistic Scheduling Framework for LPV-Based Adaptive Control
by: Kim, Taehun, et al.
Published: (2025)
by: Kim, Taehun, et al.
Published: (2025)
Optimization of Predictive Maintenance Schedules under Uncertainty: A Scenario-Based Theoretical Framework
by: Baranowski, Jerzy, et al.
Published: (2026)
by: Baranowski, Jerzy, et al.
Published: (2026)
Data-Driven Contextual-Aware Uncertainty Set for Robust Dispatch of Power Systems
by: Ruan, Zhaojun, et al.
Published: (2026)
by: Ruan, Zhaojun, et al.
Published: (2026)
PE-TSFM: Self-Supervised Time-Series Learning for Generalizable Power Converter Health Monitoring under Unseen Conditions
by: Liao, Xinyuan, et al.
Published: (2025)
by: Liao, Xinyuan, et al.
Published: (2025)
Ensuring Solution Uniqueness in Fixed-Point-Based Harmonic Power Flow Analysis with Converter-Interfaced Resources: Ex-post Conditions
by: Di Pasquale, Antonio, et al.
Published: (2024)
by: Di Pasquale, Antonio, et al.
Published: (2024)
Intelligent Operation and Maintenance and Prediction Model Optimization for Improving Wind Power Generation Efficiency
by: Liu, Xun, et al.
Published: (2025)
by: Liu, Xun, et al.
Published: (2025)
Driving Condition-Aware Multi-Agent Integrated Power and Thermal Management for Hybrid Electric Vehicles
by: Cui, Hanghang, et al.
Published: (2026)
by: Cui, Hanghang, et al.
Published: (2026)
Decision-Oriented Learning for Future Power System Decision-Making under Uncertainty
by: Li, Ran, et al.
Published: (2024)
by: Li, Ran, et al.
Published: (2024)
Inductance Estimation for High-Power Multilayer Rectangle Planar Windings
by: Papadopoulos, Theofilos, et al.
Published: (2025)
by: Papadopoulos, Theofilos, et al.
Published: (2025)
Similar Items
-
Efficient Scenario Generation for Chance-constrained Economic Dispatch Considering Ambient Wind Conditions
by: Zhang, Qian, et al.
Published: (2023) -
Probabilistic Forecasting Method for Offshore Wind Farm Cluster under Typhoon Conditions: a Score-Based Conditional Diffusion Model
by: He, Jinhua, et al.
Published: (2025) -
Taylor-Expansion-Based Robust Power Flow in Unbalanced Distribution Systems: A Hybrid Data-Aided Method
by: Chung, Sungjoo, et al.
Published: (2024) -
USV-AUV Collaboration Framework for Underwater Tasks under Extreme Sea Conditions
by: Xu, Jingzehua, et al.
Published: (2024) -
Pooling Probabilistic Forecasts for Cooperative Wind Power Offering
by: Wen, Honglin, et al.
Published: (2025)