Multilayer GNN for Predictive Maintenance and Clustering in Power Grids
Fuente:
arXiv
Saved in:
| Main Authors: | Kazim, Muhammad, Pirim, Harun, Le, Chau, Le, Trung, Yadav, Om Prakash |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Link Prediction and Navigability of Multiplex Energy Networks
by: Kazim, Muhammad, et al.
Published: (2025)
by: Kazim, Muhammad, et al.
Published: (2025)
Topology-Aware Spatio-Temporal Graph Transformer for Predicting Smart Grid Failures
by: Le, Anh, et al.
Published: (2026)
by: Le, Anh, et al.
Published: (2026)
PowerGNN: A Topology-Aware Graph Neural Network for Electricity Grids
by: Suri, Dhruv, et al.
Published: (2025)
by: Suri, Dhruv, et al.
Published: (2025)
Transformer based time series prediction of the maximum power point for solar photovoltaic cells
by: Agrawal, Palaash, et al.
Published: (2024)
by: Agrawal, Palaash, et al.
Published: (2024)
PowerMamba: A Deep State Space Model and Comprehensive Benchmark for Time Series Prediction in Electric Power Systems
by: Menati, Ali, et al.
Published: (2024)
by: Menati, Ali, et al.
Published: (2024)
Multi-Scale Temporal Analysis for Failure Prediction in Energy Systems
by: Le, Anh, et al.
Published: (2024)
by: Le, Anh, et al.
Published: (2024)
State and Action Factorization in Power Grids
by: Losapio, Gianvito, et al.
Published: (2024)
by: Losapio, Gianvito, et al.
Published: (2024)
Predicting Fault-Ride-Through Probability of Inverter-Dominated Power Grids using Machine Learning
by: Nauck, Christian, et al.
Published: (2024)
by: Nauck, Christian, et al.
Published: (2024)
Predictive Maintenance Optimization for Smart Vending Machines Using IoT and Machine Learning
by: Hasan, Md. Nisharul
Published: (2025)
by: Hasan, Md. Nisharul
Published: (2025)
Quantum-Enhanced Reinforcement Learning for Power Grid Security Assessment
by: Peter, Benjamin M., et al.
Published: (2025)
by: Peter, Benjamin M., et al.
Published: (2025)
Generalizable Temperature Nowcasting with Physics-Constrained RNNs for Predictive Maintenance of Wind Turbine Components
by: Exenberger, Johannes, et al.
Published: (2024)
by: Exenberger, Johannes, et al.
Published: (2024)
Clustered Federated Learning for Generalizable FDIA Detection in Smart Grids with Heterogeneous Data
by: Li, Yunfeng, et al.
Published: (2025)
by: Li, Yunfeng, et al.
Published: (2025)
Anomaly Detection with Machine Learning Algorithms in Large-Scale Power Grids
by: Gillioz, Marc, et al.
Published: (2026)
by: Gillioz, Marc, et al.
Published: (2026)
Learning Wireless Interference Patterns: Decoupled GNN for Throughput Prediction in Heterogeneous Multi-Hop p-CSMA Networks
by: Tarzjani, Faezeh Dehghan, et al.
Published: (2025)
by: Tarzjani, Faezeh Dehghan, et al.
Published: (2025)
Physics Informed Reinforcement Learning with Gibbs Priors for Topology Control in Power Grids
by: Dogoulis, Pantelis, et al.
Published: (2026)
by: Dogoulis, Pantelis, et al.
Published: (2026)
CommonPower: A Framework for Safe Data-Driven Smart Grid Control
by: Eichelbeck, Michael, et al.
Published: (2024)
by: Eichelbeck, Michael, et al.
Published: (2024)
Physics-Informed Inductive Biases for Voltage Prediction in Distribution Grids
by: Okoyomon, Ehimare, et al.
Published: (2025)
by: Okoyomon, Ehimare, et al.
Published: (2025)
Optimal Power Grid Operations with Foundation Models
by: Puech, Alban, et al.
Published: (2024)
by: Puech, Alban, et al.
Published: (2024)
Emergence of Roles in Robotic Teams with Model Sharing and Limited Communication
by: O'Flynn, Ian, et al.
Published: (2025)
by: O'Flynn, Ian, et al.
Published: (2025)
Learning Load Balancing with GNN in MPTCP-Enabled Heterogeneous Networks
by: Ji, Han, et al.
Published: (2024)
by: Ji, Han, et al.
Published: (2024)
PowerGrow: Feasible Co-Growth of Structures and Dynamics for Power Grid Synthesis
by: He, Xinyu, et al.
Published: (2025)
by: He, Xinyu, et al.
Published: (2025)
Power Allocation for Delay Optimization in Device-to-Device Networks: A Graph Reinforcement Learning Approach
by: Fang, Hao, et al.
Published: (2025)
by: Fang, Hao, et al.
Published: (2025)
Anomaly Detection in Smart Power Grids with Graph-Regularized MS-SVDD: a Multimodal Subspace Learning Approach
by: Debelle, Thomas, et al.
Published: (2025)
by: Debelle, Thomas, et al.
Published: (2025)
Learning AC Power Flow Solutions using a Data-Dependent Variational Quantum Circuit
by: Le, Thinh Viet, et al.
Published: (2025)
by: Le, Thinh Viet, et al.
Published: (2025)
GNN-Enabled Robust Hybrid Beamforming with Score-Based CSI Generation and Denoising
by: Li, Yuhang, et al.
Published: (2025)
by: Li, Yuhang, et al.
Published: (2025)
Synergies between Federated Foundation Models and Smart Power Grids
by: Hosseinalipour, Seyyedali, et al.
Published: (2025)
by: Hosseinalipour, Seyyedali, et al.
Published: (2025)
Multi-Objective Reinforcement Learning for Power Grid Topology Control
by: Lautenbacher, Thomas, et al.
Published: (2025)
by: Lautenbacher, Thomas, et al.
Published: (2025)
Fast Transient Stability Prediction Using Grid-informed Temporal and Topological Embedding Deep Neural Network
by: Sun, Peiyuan, et al.
Published: (2022)
by: Sun, Peiyuan, et al.
Published: (2022)
Predictive Maintenance in Photovoltaic Plants with a Big Data Approach
by: Betti, Alessandro, et al.
Published: (2019)
by: Betti, Alessandro, et al.
Published: (2019)
Linear Attention for Joint Power Optimization and User-Centric Clustering in Cell-Free Networks
by: Chafaa, Irched, et al.
Published: (2025)
by: Chafaa, Irched, et al.
Published: (2025)
Solving Conic Programs over Sparse Graphs using a Variational Quantum Approach: The Case of the Optimal Power Flow
by: Le, Thinh Viet, et al.
Published: (2025)
by: Le, Thinh Viet, et al.
Published: (2025)
Domain Consistent Industrial Decarbonisation of Global Coal Power Plants
by: Ashraf, Waqar Muhammad, et al.
Published: (2025)
by: Ashraf, Waqar Muhammad, et al.
Published: (2025)
Design & Implementation of Automatic Machine Condition Monitoring and Maintenance System in Limited Resource Situations
by: Ripon, Abu Hanif Md., et al.
Published: (2024)
by: Ripon, Abu Hanif Md., et al.
Published: (2024)
GNN-DT: Graph Neural Network Enhanced Decision Transformer for Efficient Optimization in Dynamic Environments
by: Orfanoudakis, Stavros, et al.
Published: (2025)
by: Orfanoudakis, Stavros, et al.
Published: (2025)
Leveraging the Potential of Novel Data in Power Line Communication of Electricity Grids
by: Balada, Christoph, et al.
Published: (2022)
by: Balada, Christoph, et al.
Published: (2022)
Deep Learning-Based Weather-Related Power Outage Prediction with Socio-Economic and Power Infrastructure Data
by: Wang, Xuesong, et al.
Published: (2024)
by: Wang, Xuesong, et al.
Published: (2024)
Power Failure Cascade Prediction using Graph Neural Networks
by: Chadaga, Sathwik, et al.
Published: (2024)
by: Chadaga, Sathwik, et al.
Published: (2024)
Optimizing Power Grid Topologies with Reinforcement Learning: A Survey of Methods and Challenges
by: van der Sar, Erica, et al.
Published: (2025)
by: van der Sar, Erica, et al.
Published: (2025)
Imitation Learning for Intra-Day Power Grid Operation through Topology Actions
by: de Jong, Matthijs, et al.
Published: (2024)
by: de Jong, Matthijs, et al.
Published: (2024)
Conformal Prediction for Stochastic Decision-Making of PV Power in Electricity Markets
by: Renkema, Yvet, et al.
Published: (2024)
by: Renkema, Yvet, et al.
Published: (2024)
Similar Items
-
Link Prediction and Navigability of Multiplex Energy Networks
by: Kazim, Muhammad, et al.
Published: (2025) -
Topology-Aware Spatio-Temporal Graph Transformer for Predicting Smart Grid Failures
by: Le, Anh, et al.
Published: (2026) -
PowerGNN: A Topology-Aware Graph Neural Network for Electricity Grids
by: Suri, Dhruv, et al.
Published: (2025) -
Transformer based time series prediction of the maximum power point for solar photovoltaic cells
by: Agrawal, Palaash, et al.
Published: (2024) -
PowerMamba: A Deep State Space Model and Comprehensive Benchmark for Time Series Prediction in Electric Power Systems
by: Menati, Ali, et al.
Published: (2024)