Leveraging Digital Twin and Machine Learning Techniques for Anomaly Detection in Power Electronics Dominated Grid
Fuente:
arXiv
Saved in:
| Main Authors: | Idrisov, Ildar N., Okeke, Divine, Albaseer, Abdullatif, Abdallah, Mohamed, Ibanez, Federico M. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
The Role of Deep Learning in Advancing Proactive Cybersecurity Measures for Smart Grid Networks: A Survey
by: Abdi, Nima, et al.
Published: (2024)
by: Abdi, Nima, et al.
Published: (2024)
Tailoring Semantic Communication at Network Edge: A Novel Approach Using Dynamic Knowledge Distillation
by: Albaseer, Abdullatif, et al.
Published: (2024)
by: Albaseer, Abdullatif, et al.
Published: (2024)
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)
Stability Analysis of Power-Electronics-Dominated Grids Using Scaled Relative Graphs
by: Baron-Prada, Eder, et al.
Published: (2026)
by: Baron-Prada, Eder, et al.
Published: (2026)
Distributed Snitch Digital Twin-Based Anomaly Detection for Smart Voltage Source Converter-Enabled Wind Power Systems
by: Sadi, Mohammad Ashraf Hossain, et al.
Published: (2026)
by: Sadi, Mohammad Ashraf Hossain, et al.
Published: (2026)
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)
Unmasking Stealthy Attacks on Nonlinear DAE Models of Power Grids
by: Albustami, Abdallah Alalem, et al.
Published: (2025)
by: Albustami, Abdallah Alalem, et al.
Published: (2025)
Gain and Phase: Decentralized Stability Conditions for Power Electronics-Dominated Power Systems
by: Huang, Linbin, et al.
Published: (2023)
by: Huang, Linbin, et al.
Published: (2023)
An Interpretable Federated Learning Control Framework Design for Smart Grid Resilience
by: Shahbaz, Ibrahim, et al.
Published: (2025)
by: Shahbaz, Ibrahim, 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)
Leveraging Conversational Generative AI for Anomaly Detection in Digital Substations
by: Zaboli, Aydin, et al.
Published: (2024)
by: Zaboli, Aydin, et al.
Published: (2024)
Small-Signal Stability Manifolds in Converter-Dominated Power Systems
by: Conte, Francesco, et al.
Published: (2026)
by: Conte, Francesco, et al.
Published: (2026)
Analysis of Frequency and Voltage Strength in Power Electronics-Dominated Power Systems Based on Eigen-subsystems
by: Gao, Huisheng, et al.
Published: (2025)
by: Gao, Huisheng, et al.
Published: (2025)
Foundation Twins: A New Generation of Power Systems Digital Twins using Foundation AI Models
by: Vergara, Pedro P.
Published: (2026)
by: Vergara, Pedro P.
Published: (2026)
Data-driven Modeling for Grid Edge IBRs: A Digital Twin Perspective of User-Defined Models
by: Mahapatra, Kaveri, et al.
Published: (2024)
by: Mahapatra, Kaveri, et al.
Published: (2024)
Potential of Quantum Computing Applications for Smart Grid Digital Twins and Future Directions
by: Lemo, Arianne Ornella, et al.
Published: (2025)
by: Lemo, Arianne Ornella, et al.
Published: (2025)
FedPot: A Quality-Aware Collaborative and Incentivized Honeypot-Based Detector for Smart Grid Networks
by: Albaseer, Abdullatif, et al.
Published: (2024)
by: Albaseer, Abdullatif, et al.
Published: (2024)
Physics-Embedded Neural ODEs for Sim2Real Edge Digital Twins of Hybrid Power Electronics Systems
by: Zheng, Jialin, et al.
Published: (2025)
by: Zheng, Jialin, et al.
Published: (2025)
Stratospheric Grid: A Wireless Power Transfer Enabled HAP Network with Integrated Generation-Grid-Load-Storage Functions
by: Wang, Peng, et al.
Published: (2025)
by: Wang, Peng, et al.
Published: (2025)
New Power Decoupling Method for Grid Forming Inverter Based on Adaptive Virtual-Synchronous Machine in Weak Grids
by: Breesam, Waleed, et al.
Published: (2025)
by: Breesam, Waleed, et al.
Published: (2025)
Spike Talk in Power Electronic Grids -- Leveraging Post Moore's Computing Laws
by: Song, Yubo, et al.
Published: (2024)
by: Song, Yubo, et al.
Published: (2024)
Dual Grid-Forming Converter
by: Milano, Federico
Published: (2024)
by: Milano, Federico
Published: (2024)
A Survey of Open-Source Power System Dynamic Simulators with Grid-Forming Inverter for Machine Learning Applications
by: Su, Tong, et al.
Published: (2024)
by: Su, Tong, et al.
Published: (2024)
Tutorial: Grid-Following Inverter for Electrical Power Grid
by: Ali, Muhammad Hamza, et al.
Published: (2026)
by: Ali, Muhammad Hamza, et al.
Published: (2026)
Optimal Battery Placement in Power Grid
by: Sun, Ruotong, et al.
Published: (2025)
by: Sun, Ruotong, et al.
Published: (2025)
A Critical Review of Safe Reinforcement Learning Techniques in Smart Grid Applications
by: Bui, Van-Hai, et al.
Published: (2024)
by: Bui, Van-Hai, et al.
Published: (2024)
Surrogate Modeling and Control of Medical Digital Twins
by: Fonseca, Luis L., et al.
Published: (2024)
by: Fonseca, Luis L., et al.
Published: (2024)
Dynamic Passivity Multipliers for Plug-and-Play Stability Certificates of Converter-Dominated Grids
by: Gorbunov, Andrey, et al.
Published: (2026)
by: Gorbunov, Andrey, et al.
Published: (2026)
Digital Twin of Aerosol Jet Printing
by: Agarwal, Aayushya, et al.
Published: (2025)
by: Agarwal, Aayushya, et al.
Published: (2025)
Leveraging Digital Twin Technologies: All-Photonics Networks-as-a-Service for Data Center Xchange in the Era of AI [Invited Tutorial]
by: Nishizawa, Hideki, et al.
Published: (2026)
by: Nishizawa, Hideki, et al.
Published: (2026)
Evaluation of Large Language Models for Numeric Anomaly Detection in Power Systems
by: Liu, Yichen, et al.
Published: (2025)
by: Liu, Yichen, et al.
Published: (2025)
Empowering HWNs with Efficient Data Labeling: A Clustered Federated Semi-Supervised Learning Approach
by: Hamood, Moqbel, et al.
Published: (2024)
by: Hamood, Moqbel, et al.
Published: (2024)
Pauli Decomposition of Impedance Matrices for Understanding the Root Cause of Instabilities in Grid-Connected Power Electronic Converters
by: Andino, Josue, et al.
Published: (2025)
by: Andino, Josue, et al.
Published: (2025)
Efficient Data Labeling and Optimal Device Scheduling in HWNs Using Clustered Federated Semi-Supervised Learning
by: Hamood, Moqbel, et al.
Published: (2024)
by: Hamood, Moqbel, et al.
Published: (2024)
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)
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)
Stability-Constrained Learning for Frequency Regulation in Power Grids with Variable Inertia
by: Feng, Jie, et al.
Published: (2024)
by: Feng, Jie, et al.
Published: (2024)
A Vehicle-in-the-Loop Simulator with AI-Powered Digital Twins for Testing Automated Driving Controllers
by: Zhang, Zengjie, et al.
Published: (2025)
by: Zhang, Zengjie, et al.
Published: (2025)
Impact and Mitigation of Current Saturation Algorithms in Grid-Forming Inverters on Power Swing Detection
by: Niu, Yanshu, et al.
Published: (2025)
by: Niu, Yanshu, et al.
Published: (2025)
Survey of Load-Altering Attacks Against Power Grids: Attack Impact, Detection and Mitigation
by: Maleki, Sajjad, et al.
Published: (2024)
by: Maleki, Sajjad, et al.
Published: (2024)
Similar Items
-
The Role of Deep Learning in Advancing Proactive Cybersecurity Measures for Smart Grid Networks: A Survey
by: Abdi, Nima, et al.
Published: (2024) -
Tailoring Semantic Communication at Network Edge: A Novel Approach Using Dynamic Knowledge Distillation
by: Albaseer, Abdullatif, et al.
Published: (2024) -
Anomaly Detection with Machine Learning Algorithms in Large-Scale Power Grids
by: Gillioz, Marc, et al.
Published: (2026) -
Stability Analysis of Power-Electronics-Dominated Grids Using Scaled Relative Graphs
by: Baron-Prada, Eder, et al.
Published: (2026) -
Distributed Snitch Digital Twin-Based Anomaly Detection for Smart Voltage Source Converter-Enabled Wind Power Systems
by: Sadi, Mohammad Ashraf Hossain, et al.
Published: (2026)