Buchumschlag

Learning the Weather-Grid Nexus via Weather-to-Voltage (W2V) Predictive Modeling

Fuente: arXiv

Gespeichert in:

Bibliographische Detailangaben
Hauptverfasser:	Lim, Sol, Ko, Min-Seung, Safdarian, Farnaz, Zhu, Hao
Format:	Preprint
Veröffentlicht:	2026
Schlagworte:	Systems and Control
Online-Zugang:	Acceder al recurso
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Ähnliche Einträge

PGLib-CO2: A Power Grid Library for Real-Time Computation and Optimization of Carbon Emissions
von: Cho, Young-ho, et al.
Veröffentlicht: (2025)

An Integrated Transportation Network and Power Grid Simulation Approach for Assessing Environmental Impact of Electric Vehicles
von: Wallison, Diana, et al.
Veröffentlicht: (2025)

Wide-Area Power System Oscillations from Large-Scale AI Workloads
von: Ko, Min-Seung, et al.
Veröffentlicht: (2025)

TRASE-NODEs: Trajectory Sensitivity-aware Neural Ordinary Differential Equations for Efficient Dynamic Modeling
von: Al-Janahi, Fatima, et al.
Veröffentlicht: (2025)

LACE-S: Toward Sensitivity-consistent Locational Average Carbon Emissions via Neural Representation
von: Cho, Young-ho, et al.
Veröffentlicht: (2026)

Mitigation of Datacenter Demand Ramping and Fluctuation using Hybrid ESS and Supercapacitor
von: Ko, Min-Seung, et al.
Veröffentlicht: (2025)

Weather-Driven Priority Charging for Battery Storage Systems in Hybrid Renewable Energy Grids
von: Bhatt, Dhrumil, et al.
Veröffentlicht: (2025)

Strengthening Power System Resilience to Extreme Weather Events Through Grid Enhancing Technologies
von: Nyangon, Joseph
Veröffentlicht: (2024)

Techno-Economic Planning of Spatially-Resolved Battery Storage Systems in Renewable-Dominant Grids Under Weather Variability
von: Ahmadi, Seyed Ehsan, et al.
Veröffentlicht: (2025)

GPU-to-Grid: Voltage Regulation via GPU Utilization Control
von: Liang, Zhirui, et al.
Veröffentlicht: (2026)

Multiagent Reinforcement Learning in Enhancing Resilience of Microgrids under Extreme Weather Events
von: Wu, Yin, et al.
Veröffentlicht: (2026)

Dynamic Line Rating using Hyper-local Weather Predictions: A Machine Learning Approach
von: Manninen, Henri, et al.
Veröffentlicht: (2024)

Hybrid Voltage-Current Control of Grid-Forming and Grid-Following Inverters
von: Wang, Zirui, et al.
Veröffentlicht: (2026)

Physics-Informed Inductive Biases for Voltage Prediction in Distribution Grids
von: Okoyomon, Ehimare, et al.
Veröffentlicht: (2025)

Predictive Modeling of Power Outages during Extreme Events: Integrating Weather and Socio-Economic Factors
von: Fatehi, Nina, et al.
Veröffentlicht: (2025)

Deep Learning-Based Weather-Related Power Outage Prediction with Socio-Economic and Power Infrastructure Data
von: Wang, Xuesong, et al.
Veröffentlicht: (2024)

Causal Feature Selection for Weather-Driven Residential Load Forecasting
von: Zhang, Elise, et al.
Veröffentlicht: (2025)

Optimal and Coordinated Voltage Control: Case Study on a 132 kV Norwegian Grid Subsystem
von: de Brito, Hugo Rodrigues, et al.
Veröffentlicht: (2025)

NEO-Grid: A Neural Approximation Framework for Optimization and Control in Distribution Grids
von: Chehade, Mohamad, et al.
Veröffentlicht: (2025)

Reliability Improvement of Circular k-out-of-n: G Balanced Systems through Center of Gravity
von: Cho, Yongkyu, et al.
Veröffentlicht: (2023)

Optimal Hardening Strategy for Electricity-Hydrogen Networks with Hydrogen Leakage Risk Control against Extreme Weather
von: Liu, Sicheng, et al.
Veröffentlicht: (2024)

Differentially Private Synthetic Voltage Phasor Release for Distribution Grids
von: Campbell, Andrew, et al.
Veröffentlicht: (2026)

Voltage Synchronization and Proportional Current Sharing of Grid-Forming Inverters
von: Tang, Qianxi, et al.
Veröffentlicht: (2025)

Partially Observable Residual Reinforcement Learning for PV-Inverter-Based Voltage Control in Distribution Grids
von: Bouchkati, Sarra, et al.
Veröffentlicht: (2025)

Power-Gas Infrastructure Planning under Weather-induced Supply and Demand Uncertainties
von: Khorramfar, Rahman, et al.
Veröffentlicht: (2025)

Risk Assessment and Vulnerability Identification of Energy-Transportation Infrastructure Systems to Extreme Weather
von: Wang, Jiawei, et al.
Veröffentlicht: (2025)

Convergence of Flow-Policy Gradient Learning for Linear Quadratic Regulator Problems
von: Yaghmaie, Farnaz Adib, et al.
Veröffentlicht: (2025)

Convex Optimization of Initial Perturbations toward Quantitative Weather Control
von: Ohtsuka, Toshiyuki, et al.
Veröffentlicht: (2024)

Major Space Weather Risks Identified via Coupled Physics-Engineering-Economic Modeling
von: Oughton, Edward J., et al.
Veröffentlicht: (2024)

Data-driven Modeling of Linearizable Power Flow for Large-scale Grid Topology Optimization
von: Cho, Young-ho, et al.
Veröffentlicht: (2024)

Stability Constrained Voltage Control in Distribution Grids with Arbitrary Communication Infrastructure
von: Yuan, Zhenyi, et al.
Veröffentlicht: (2025)

Voltage Support Capability Analysis of Grid-Forming Inverters with Current-Limiting Control Under Asymmetrical Grid Faults
von: Zhang, Han, et al.
Veröffentlicht: (2024)

From AI Weather Prediction to Infrastructure Resilience: A Correction-Downscaling Framework for Tropical Cyclone Impacts
von: Wu, You, et al.
Veröffentlicht: (2026)

OptiQU: Coordinated Multi-Level Voltage and Reactive Power Control for Enhanced Voltage Quality and Secure Grid Operation
von: Hammermeister, Irene, et al.
Veröffentlicht: (2026)

Predictive Multi-Microgrid Generation Maintenance: Formulation and Impact on Operations & Resilience
von: Fallahi, Farnaz, et al.
Veröffentlicht: (2020)

Reinforcement Learning for Vehicle-to-Grid Voltage Regulation: Single-Hub to Multi-Hub Coordination with Battery-Aware Constraints
von: Wang, Jingbo, et al.
Veröffentlicht: (2026)

Implementing Deep Reinforcement Learning-Based Grid Voltage Control in Real-World Power Systems: Challenges and Insights
von: Shi, Di, et al.
Veröffentlicht: (2024)

Designing Active Operation in Low-Voltage Distribution Grids: Requirements, Interfaces and Roadmap
von: Tönges, Eric, et al.
Veröffentlicht: (2026)

Voltage and Frequency Stability Analysis of Transmission Power Grids with EV Charging Stations
von: Refat, Akib Mostabe, et al.
Veröffentlicht: (2026)

Online Feedback Droop Scheduling in Distribution Grids for Frequency and Local Voltage Control
von: Stanojev, Ognjen, et al.
Veröffentlicht: (2022)