Cover Image

Heterogeneous Graph Neural Networks for Short-term State Forecasting in Power Systems across Domains and Time Scales: A Hydroelectric Power Plant Case Study

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Theiler, Raffael, Fink, Olga
Format:	Preprint
Published:	2025
Subjects:	Machine Learning Systems and Control Signal Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Graph Neural Networks for Electric and Hydraulic Data Fusion to Enhance Short-term Forecasting of Pumped-storage Hydroelectricity
by: Theiler, Raffael, et al.
Published: (2024)

Picid: A Modular Evaluation Infrastructure for Reproducible PHM Across Tasks and Domains
by: Telyatnikov, Lev, et al.
Published: (2026)

Domain Adaptive Unfolded Graph Neural Networks
by: Zhang, Zepeng, et al.
Published: (2024)

Protection Against Graph-Based False Data Injection Attacks on Power Systems
by: Morgenstern, Gal, et al.
Published: (2023)

Universal Graph Learning for Power System Reconfigurations: Transfer Across Topology Variations
by: Wu, Tong, et al.
Published: (2025)

Distributionally Robust Power Policies for Wireless Systems under Power Fluctuation Risk
by: Yaylali, Gokberk, et al.
Published: (2024)

Active Noise Control Method Using Time Domain Neural Networks for Path Decoupling
by: Chu, Yijing, et al.
Published: (2025)

Quantum Neural Networks for Solving Power System Transient Simulation Problem
by: Soltaninia, Mohammadreza, et al.
Published: (2024)

Joint Radiation Power, Antenna Position, and Beamforming Optimization for Pinching-Antenna Systems with Motion Power Consumption
by: Xu, Yiming, et al.
Published: (2025)

Adaptive Informed Deep Neural Networks for Power Flow Analysis
by: Kaseb, Zeynab, et al.
Published: (2024)

SIaD-Tool: A Comprehensive Frequency-Domain Tool for Small-Signal Stability and Interaction Assessment in Modern Power Systems
by: Garcia-Reyes, Luis A., et al.
Published: (2026)

Power Control of Multi-Layer Repeater Networks (POLARNet)
by: Siwerson, Johan, et al.
Published: (2025)

Bidirectional Charging Use Cases: Innovations in E-Mobility and Power-Grid Flexibility
by: Wang, Shangqing, et al.
Published: (2024)

Rapid and Accurate Changepoint Detection of Power System Forced Oscillations
by: Dosiek, Luke, et al.
Published: (2025)

Steady-State Spread Bounds for Graph Diffusion via Laplacian Regularisation in Networked Systems
by: Rahimian, Ardavan
Published: (2025)

Fast-Fading Channel and Power Optimization of the Magnetic Inductive Cellular Network
by: Ma, Honglei, et al.
Published: (2024)

Probability Density Function Control‐Based Deep Ensemble Learning for Wind Energy System Power Forecasting
by: Jianfang Li, et al.
Published: (2025)

Adaptive Neural Network Output Feedback Optimal Saturation Control for Single‐Phase Photovoltaic Grid‐Connected Power Systems
by: Hongyang Zhang, et al.
Published: (2026)

Instantaneous Frequency in Power Systems using the Teager-Kaiser Energy Operator
by: Vaca, A., et al.
Published: (2026)

An Ultra-Low Power Wearable BMI System with Continual Learning Capabilities
by: Mei, Lan, et al.
Published: (2024)

Intra-day Solar and Power Forecast for Optimization of Intraday Market Participation
by: Salazar-Pena, Nelson, et al.
Published: (2025)

Scalable Power Control/Beamforming in Heterogeneous Wireless Networks with Graph Neural Networks
by: Zhang, Xiaochen, et al.
Published: (2021)

Transferable Deep Learning Power System Short-Term Voltage Stability Assessment with Physics-Informed Topological Feature Engineering
by: Feng, Zijian, et al.
Published: (2023)

Open Datasets for Grid Modeling and Visualization: An Alberta Power Network Case
by: Cheng, Ben, et al.
Published: (2025)

Pinching-Antenna Systems (PASS): Power Radiation Model and Optimal Beamforming Design
by: Xu, Xiaoxia, et al.
Published: (2025)

Ultrafast Grid Impedance Identification in $dq$-Asymmetric Three-Phase Power Systems
by: Abdalmoaty, Mohamed, et al.
Published: (2025)

Sparsity-exploiting Gaussian Process for Robust Transient Learning of Power System Dynamics
by: Gao, Tina, et al.
Published: (2025)

Reconfigurable Intelligent Surface-Aided Wireless Power Transfer Systems: Analysis and Implementation
by: Tran, Nguyen Minh, et al.
Published: (2021)

A Comprehensive Review of Advancements in Powering and Charging Systems for Unmanned Aerial Vehicles
by: Abhinandan, Harsh, et al.
Published: (2025)

Teager Energy Operator as a Metric to Evaluate Local Synchronization of Power System Devices
by: Pinheiro, Bruno, et al.
Published: (2025)

DRL-based Power Allocation in LiDAL-Assisted RLNC-NOMA OWC Systems
by: Hassan, Ahmed A., et al.
Published: (2026)

Cramér-Rao Bounds for the Simultaneous Estimation of Power System Electromechanical Modes and Forced Oscillations
by: Dosiek, Luke
Published: (2023)

Hydroelectric Generation Forecasting with Long Short Term Memory (LSTM) Based Deep Learning Model for Turkey
by: Bulut, Mehmet
Published: (2021)

Informed Graph Learning By Domain Knowledge Injection and Smooth Graph Signal Representation
by: Niresi, Keivan Faghih, et al.
Published: (2024)

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)

Lightwave Power Transfer-Enabled Underwater Optical ISAC Systems under Ship Attitude Variation
by: Palitharathna, Kapila W. S., et al.
Published: (2025)

Modeling, Analysis, and Optimization of Cascaded Power Amplifiers
by: Moryakova, Oksana, et al.
Published: (2025)

Neural Network Adaptive Control With Long Short‐Term Memory
by: Emirhan Inanc, et al.
Published: (2025)

Transient Stability Assessment of Power Systems Based on Local Learning Machine and Bacterial Colony Chemotaxis Algorithm
by: Gu, Xueping, et al.
Published: (2019)

Asymmetric 4.77 Three-Way Unequal Filtering Power Divider/Combiner for Communication Systems Application
by: Nwajana, Augustine O., et al.
Published: (2025)