Power Systems

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Period ending 2026-09-21

4 new papers

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Period ending 2026-09-14

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Period ending 2026-09-07

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79 papers

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  1. A Systematic Evaluation of Machine Learning Methods for Fault Detection and Line Identification in Electrical Power Grids

    Sep 15, 2026Julian Oelhaf, Georg Kordowich, Paula Andrea Pérez-Toro +4Power SystemsMachine Learning

  2. Unified Heterogeneous Graph Neural Network solver for Power Flow, Optimal Power Flow and State Estimation

    Sep 15, 2026Ferran Bohigas-Daranas, Hamid Latif-Martínez, Eduardo Prieto-Araujo +2Ac Optimal Power FlowPower Systems

  3. Scaling Laws for Physics-Aware ACOPF Surrogate Learning

    Sep 14, 2026Yijiang Li, Emon Dey, Stefano Fenu +3Ac Optimal Power FlowScaling Laws

  4. Self-Verifying Anomaly Detection using Explainable AI for Cybersecurity of DER Networks

    Sep 14, 2026Damilola Popoola, Souradeep Bhattacharya, Manimaran GovindarasuReconstruction-Based Anomaly DetectionAttack Detection

  5. Data-Optimized Contingency Screening: A Machine Learning Approach to Power System Security

    Sep 7, 2026Joshua Salako, Folajimi Osikomaiya, Olakorede OlamijuPower SystemsAc Optimal Power Flow

  6. RestoreBench: Can AI Agents Restore Power Flow Convergence?

    Aug 31, 2026Riccardo Mansutti, Andrea Pomarico, Robert Jakob +3Power SystemsAc Optimal Power Flow

  7. Safety Screening for Voltage Control in Active Distribution Grids via Distributionally Robust Conformal Screening

    Aug 31, 2026Sarra Bouchkati, Petros Ellinas, Adriana Geisler +4Power SystemsVoltage

  8. Certified Safety Radii in Forecast-Error Space for Wasserstein Distributionally Robust Small Signal Stability-Constrained AC Optimal Power Flow via Lifted Spectrahedral Containment

    Aug 31, 2026Ziqi Zhang, Xi ChenAc Optimal Power FlowRobust Optimization

  9. Scalable Self-Supervised Learning for Multiphase AC-OPF in Distribution Systems with Topology Reconfiguration

    Aug 25, 2026Hoang T. Nguyen, Shaohui Liu, Reetam Sen Biswas +4Ac Optimal Power FlowPower Systems

  10. GENCO - A Unified Neural Solver Embedded in a Development Framework for Steady-State Grid Analysis

    Aug 10, 2026Alban Puech, Matteo Mazzonelli, Tamara R. Govindasamy +19Ac Optimal Power FlowNeural Solvers

  11. Tools to Explain Neural Networks for Power System Dynamics

    Aug 8, 2026Petros Ellinas, Johanna Vorwerk, Spyros ChatzivasileiadisPower SystemsNeural Network

  12. Operationally Feasible Synthetic Power-Grid Scenarios via Learning the AC-Operable Joint Distribution

    Aug 4, 2026Chenhan Xiao, Xinyu He, Haoran Li +2Ac Optimal Power FlowScenario Generation

  13. Bridging Artificial Intelligence and Power Systems Education Using a Hands-On Executable Framework

    Aug 3, 2026Junjie Yin, Buxin She, Xinyu Feng +2Power SystemsArtificial Intelligence Systems

  14. Event-Structured Physics-Informed Neural Networks for Differentiable Critical Clearing Boundaries

    Jul 30, 2026Baoli Hao, Chenxi Hu, Ming Zhong +1Conventional Physics-Informed Neural NetworksPower Systems

  15. PowerAtlas: Towards Electricity-Computing Co-Scheduling for Power Systems

    Jul 29, 2026Kaiwen Jiang, Siya Xu, Ziyue Zhu +3Power SystemsData Centers

  16. FMOPF: Latent Flow Matching with Constraint-Aware Interaction Priors for AC Optimal Power Flow

    Jul 24, 2026Zhilin HuangAc Optimal Power FlowGenerative Flow Networks

  17. LLMs and Agentic AI Systems for Smart Grids: A Tutorial on Architectures and Applications

    Jul 20, 2026Daniela Rojas, Abdulwahab Albassam, Aidan G. Leung +11Smart GridsEnergy Forecasting

  18. A Phased Development Framework Enabling Islanded Operation of Sustainable AI Data Centers With Onsite Grid-Following and Grid-Forming Energy Architectures

    Jul 19, 2026Soham Ghosh, Nabil Mohammed, Mohammad Ashraf Hossain SadiArtificial Intelligence Data CentersPower Systems

  19. Increasing Line Outage Localization Performance with Ensemble Classifiers

    Jul 18, 2026Daniel Flores, Yuanrui Sang, Michael P. McGarryAc Optimal Power FlowMaximum Independent Set

  20. Revisiting data-driven dynamic security assessment with a tabular foundation model

    Jul 17, 2026Olayiwola Arowolo, Maosheng Yang, Jochen CremerPower SystemsTabular Foundation Models

  21. A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods

    Jul 17, 2026Matthias Hertel, Sebastian Pütz, Jonathan Kolar +3Electricity Price ForecastingTime Series Foundation Models

  22. MxGPS: Multiplex Graph Transformers for a Power Grid Foundation Model

    Jul 15, 2026Charilaos Papaioannou, Ioannis Tsantilas, Dimitris Giannakakos +9Ac Optimal Power FlowHeterogeneous Graph Transformers

  23. Audited Selective Verification for Risk-Controlled N-1 Thermal Contingency Screening under Deployment Shift

    Jul 14, 2026Jayakumar ManoharanAc Optimal Power FlowScreening

  24. Learning-enabled Acceleration of Scenario-based Model Predictive Control

    Jul 14, 2026Trinh Tran, Binh Nguyen, Truong X. NghiemModel Predictive ControlAlternating Direction Method Of Multiplier

  25. Constraint-Aware Aggregation for Federated Reinforcement Learning in Microgrid Energy Coordination

    Jul 14, 2026Usman Haider, Karl MasonFederated Reinforcement LearningSmart Grids

  26. Gradient-Free Topology Adaptation for Power Flow Surrogates via In-Context Whitening

    Jul 14, 2026Ayushi Jolotia, Parikshit PareekAc Optimal Power FlowAccurate Surrogate Models

  27. Power Flow Feasibility Assessment Using Variational Graph Autoencoders

    Jul 10, 2026Ferran Bohigas-Daranas, Hamid Latif-Martinez, Eduardo Prieto-Araujo +2Ac Optimal Power FlowVariational Autoencoder

  28. A Machine Learning Surrogate for Component Criticality Ranking in Interdependent Power-Communication Networks

    Jul 9, 2026Sohini Roy, Xheni HylviuPower SystemsCyber-Physical System

  29. Multi-Agent Deep Reinforcement Learning for Multi Objective Battery Management in Dairy Farms

    Jul 7, 2026Marcos Eduardo Cruz Victorio, Karl MasonSmart GridsMulti-Agent Reinforcement Learning

  30. Federated Physics-Grounded Reinforcement Learning for Distributed Stability Control in Smart Grids

    Jul 6, 2026Omar Al-Refai, Ibrahim Shahbaz, Adam Ali Husseinat +1Smart GridsFederated Reinforcement Learning

  31. Hierarchical Multi-Agent Reinforcement Learning for Carbon-Aware AI Data Centers in Power Distribution Systems

    Jul 3, 2026Hyunsoo Lee, Panggah Prabawa, Dae-Hyun Choi +1Artificial Intelligence Data CentersSmart Grids

  32. Traceable Fault Diagnosis for Battery Energy Storage Systems via Retrieval-Augmented Multi-Agent O&M Assistant

    Jul 2, 2026Jiangdi Ru, Bing Li, Yage Huang +2Fault DiagnosisPower Systems

  33. A Hybrid CNN-LSTM Intrusion Detection Framework for Cybersecurity in Smart Renewable Energy Grids

    Jun 23, 2026Sajib Debnath, Remon DasSmart GridsIntrusion Detection

  34. PROTECT-90: A Fault Dataset for Power System Protection

    Jun 23, 2026Julian Oelhaf, Georg Kordowich, Christian Bergler +3Power SystemsSignal Processing

  35. Supervised Reinforcement Learning for the Coordination of Distributed Energy Resources

    Jun 23, 2026Haoyuan Deng, Yihong Zhou, Thomas Morstyn +1Smart GridsEnergy Resources

  36. Urban Power Grid Topology and Hierarchy Identification from Open Data

    Jun 19, 2026Shiliang Zhang, Sabita MaharjanPower SystemsInfrastructure

  37. Power Systems Agent Benchmark: Executable Evaluation of AI Agents in Electric Power Engineering

    Jun 18, 2026Sergei TrashchenkovPower SystemsAgentic Benchmarks

  38. Pseudo-Feature Padding: A Lightweight Defense Against False Data Injection in Power Grids

    Jun 18, 2026Farhin Farhad Riya, Shahinul Hoque, Yingyuan Yang +2Cyber-Physical SystemAttack Detection

  39. A Quantum-Assisted Agentic Distributed Artificial Intelligence Framework for Deadline-Bounded Orchestration of Hybrid Renewable Microgrids

    Jun 12, 2026Iacovos I. Ioannou, Saher Javaid, Minella Bezha +3Smart GridsDemand Response

  40. Navigating the Safety-Fidelity Trade-off: Massive-Variate Time Series Forecasting for Power Systems via Probabilistic Scenarios

    Jun 11, 2026Kaijie Xu, Anqi Wang, Xilin DaiPower SystemsMultivariate Time Series Forecasting

  41. Model-Based and Data-Driven Hierarchical Control and Topology Co-Design for Robust Networked Systems

    Jun 10, 2026Shirantha Welikala, Zihao Song, Hai Lin +1Networked SystemsSmart Grids

  42. LLM-Mediated Demand Response Coordination in Smart Microgrids

    Jun 9, 2026J. de Curtò, I. de ZarzàDemand ResponseSmart Grids

  43. Powering the Future of AI: Navigating the Trade-offs for Europe's Energy Transition and Net-Zero Goals

    Jun 8, 2026Mohammad Hemmati, Gbemi Oluleye, Vassilis M. CharitopoulosArtificial Intelligence Data CentersData Centers

  44. Rethinking Neural Width for Alternating Current Optimal Power Flow Proxies

    Jun 2, 2026Dhruvi Khandelwal, Anurag Basistha, Ayushi Jolotia +1Ac Optimal Power FlowDeep Network

  45. S3TS: Stochastic Scenario-Structured Tree Search for Advanced Planning Under Uncertainty

    Jun 1, 2026Fabio Pavirani, Bert Claessens, Pierre Pinson +1Demand ResponsePower Systems

  46. Interpretable Policy Distillation for Power Grid Topology Control

    May 30, 2026Aleksandra Dmitruka, Karlis FreivaldsProximal Policy OptimizationPower Systems

  47. Cycle-Space Informed Detection of Autoencoded Blind False Data Injection Attacks on Power Systems

    May 27, 2026Xin Li, Chenhan Xiao, Jonathan Cohen +3Reconstruction-Based Anomaly DetectionPower Systems

  48. Outage Detection in Self-Healing Smart Grids Using Reinforcement Learning with Spectral Graph Neural Networks

    May 26, 2026Lihui Liu, Mucun Sun, Caisheng WangSmart GridsAc Optimal Power Flow

  49. From Accounting to Coordination: A Virtual Water-Aware Electricity-Computation-Water Nexus Framework for Data Center Dispatch

    May 25, 2026Haiyang You, Chengwei Lou, Jin Zhao +3Data CentersAc Optimal Power Flow

  50. XWind: A Cross-site Router for Large Language Model Inference Serving at Renewable Energy Farms

    May 22, 2026Tella Rajashekhar Reddy, Atharva Deshmukh, Liangcheng Yu +7Artificial Intelligence Data CentersData Centers

  51. Scalable Heterogeneous Graph Foundation Models for Data-Driven Optimal Power Flow in Smart Grids

    May 22, 2026Massimiliano Lupo Pasini, Yijiang Li, Kibaek Kim +1Ac Optimal Power FlowSmart Grids

  52. Cyber-Physical Anomaly Detection in IoT-Enabled Smart Grids Using Machine Learning and Metaheuristic Feature Optimization

    May 21, 2026Adis Alihodžić, Eva Tuba, Milan TubaSmart GridsAttack Detection

  53. Engineering Hybrid Physics-Informed Neural Networks for Next-Generation Electricity Systems: A State-of-the-Art Review

    May 21, 2026Joseph NyangonPhysics-Informed Machine LearningPower Systems

  54. Long-term Power Grid Planning via Answer Set Programming

    May 19, 2026Antonio Ielo, Francesco Doria, Sandra Castellanos-Paez +3Power SystemsAnswer Set Programming

  55. Latency-Aware Deep Learning Benchmark for Real-Time Cyber-Physical Attack and Fault Classification in Inverter-Dominated Power Grids

    May 17, 2026Emad Abukhousa, Saman Zonouz, A. P. Sakis MeliopoulosSmart GridsAttack Detection

  56. GenAI-FDIA: Physics-Informed Generative Models for False Data Injection Attacks

    May 15, 2026Mohammad A. Razzaque, Muta Tah HiraFault Injection ExperimentsPower Systems

  57. Quantifying Cyber-Vulnerability in Power Electronics Systems via an Impedance-Based Attack Reachable Domain

    May 14, 2026Hongwei Zhen, Ze Yu, Xin Xiang +2Cyber-Physical SystemPower Systems

  58. TRUST-TAEA: A trustworthiness-guided two-archive evolutionary algorithm with variable-grouping sparse search for large-scale multi-objective optimization

    May 13, 2026Junyi Cui, Chao Min, Stanisław Migórski +2Multi-Objective OptimizationEvolutionary Search

  59. Newton's Lantern: A Reinforcement Learning Framework for Finetuning AC Power Flow Warm Start Models

    May 11, 2026Shourya Bose, Helgi Hilmarsson, Dhruv SuriAc Optimal Power FlowNewton

  60. TokaMind for Power Grid: Cross-Domain Transfer from Fusion Plasma

    May 10, 2026JC Wu, Norton Lee, Kai Siang ChenPower SystemsUnified Transformer