Cover Image

Gaussian Processes in Power Systems: Techniques, Applications, and Future Works

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Tan, Bendong, Su, Tong, Weng, Yu, Ye, Ketian, Pareek, Parikshit, Vorobev, Petr, Nguyen, Hung, Zhao, Junbo, Deka, Deepjyoti
Format:	Preprint
Published:	2025
Subjects:	Systems and Control
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Power Flow Approximations for Multiphase Distribution Networks using Gaussian Processes
by: Glover, Daniel, et al.
Published: (2025)

Learning Power Flow with Confidence: A Probabilistic Guarantee Framework for Voltage Risk
by: Pareek, Parikshit, et al.
Published: (2023)

Data-Efficient Strategies for Probabilistic Voltage Envelopes under Network Contingencies
by: Pareek, Parikshit, et al.
Published: (2023)

Optimization Proxies using Limited Labeled Data and Training Time -- A Semi-Supervised Bayesian Neural Network Approach
by: Pareek, Parikshit, et al.
Published: (2024)

Stability-Constrained AC Optimal Power Flow--A Gaussian Process-Based Approach
by: Di Vito, Vincenzo, et al.
Published: (2025)

Comparative Study of Data-driven Area Inertia Estimation Approaches on WECC Power Systems
by: Tan, Bendong, et al.
Published: (2024)

Chance-constrained Solar PV Hosting Capacity Assessment for Distribution Grids Using Gaussian Process and Logit Learning
by: Ly, Sel, et al.
Published: (2025)

PPGN: Physics-Preserved Graph Networks for Real-Time Fault Location in Distribution Systems with Limited Observation and Labels
by: Li, Wenting, et al.
Published: (2021)

Mitigating the Impact of Uncertain Wildfire Risk on Power Grids through Topology Control
by: Zhou, Yuqi, et al.
Published: (2023)

Piecewise Linearization of Quadratic Branch Flow Limits by Irregular Polygon
by: Pareek, Parikshit, et al.
Published: (2018)

Limitations of Fault-Tolerant Quantum Linear System Solvers for Quantum Power Flow
by: Pareek, Parikshit, et al.
Published: (2024)

Watts vs. Bytes: Turning Data Centers into Grid Assets via Storage Compute Co-Optimization
by: Liu, Shaohui, et al.
Published: (2026)

Topology Learning of unknown Networked Linear Dynamical System excited by Cyclostationary inputs
by: Doddi, Harish, et al.
Published: (2020)

The value of storage in electricity distribution: The role of markets
by: Lauinger, Dirk, et al.
Published: (2025)

Sparse Neural Approximations for Bilevel Adversarial Problems in Power Grids
by: Cho, Young-ho, et al.
Published: (2025)

A Survey of Open-Source Power System Dynamic Simulators with Grid-Forming Inverter for Machine Learning Applications
by: Su, Tong, et al.
Published: (2024)

Neural Network Certification Informed Power System Transient Stability Preventive Control with Renewable Energy
by: Su, Tong, et al.
Published: (2024)

Physics-Informed Building Occupancy Detection: a Switching Process with Markov Regime
by: Esmaieeli-Sikaroudi, Amir-Mohammad, et al.
Published: (2024)

Efficient Policy Adaptation for Voltage Control Under Unknown Topology Changes
by: Feng, Jie, et al.
Published: (2026)

A Parametric, Second-Order Cone Representable Model of Fairness for Decision-Making Problems
by: Sundar, Kaarthik, et al.
Published: (2024)

A Family of Convex Models to Achieve Fairness through Dispersion Control
by: Bhadoriya, Abhay Singh, et al.
Published: (2025)

Information Theoretically Optimal Sample Complexity of Learning Dynamical Directed Acyclic Graphs
by: Veedu, Mishfad Shaikh, et al.
Published: (2023)

Strategic Spatial Load Shifting and Market Efficiency
by: Brenner, Aron, et al.
Published: (2026)

A Review of Safe Reinforcement Learning Methods for Modern Power Systems
by: Su, Tong, et al.
Published: (2024)

Strong Partitioning and a Machine Learning Approximation for Accelerating the Global Optimization of Nonconvex QCQPs
by: Kannan, Rohit, et al.
Published: (2022)

Region of Attraction for Power Systems using Gaussian Process and Converse Lyapunov Function -- Part I: Theoretical Framework and Off-line Study
by: Zhai, Chao, et al.
Published: (2019)

Degradation-Infused Energy Portfolio Allocation Framework: Risk-Averse Fair Storage Participation
by: Pareek, Parikshit, et al.
Published: (2024)

Coordinated Dynamic Operating Envelopes for Unlocking Additional Flexibility at Grid Edge
by: Jalilian, Ali, et al.
Published: (2026)

Fast Diffusion with Physics-Correction for ACOPF
by: Shekhar, Shashank, et al.
Published: (2026)

Equitable Routing--Rethinking the Multiple Traveling Salesman Problem
by: Bhadoriya, Abhay Singh, et al.
Published: (2024)

Dynamic Passivity Multipliers for Plug-and-Play Stability Certificates of Converter-Dominated Grids
by: Gorbunov, Andrey, et al.
Published: (2026)

Dynamic Modeling of Data-Center Power Delivery for Power System Resonance Analysis
by: Zhao, Xingyu, et al.
Published: (2026)

Towards AC Feasibility of DCOPF Dispatch
by: Boateng, Michael A., et al.
Published: (2025)

Stiffness-Aware Decentralized Dynamic State Estimation for Inverter-Dominated Power Systems
by: Zhao, Xingyu, et al.
Published: (2026)

Meta-model Neural Process for Probabilistic Power Flow under Varying N-1 System Topologies
by: Ly, Sel, et al.
Published: (2025)

Surrogate-Based Optimization Techniques for Process Systems Engineering
by: Neufang, Mathias, et al.
Published: (2024)

A Review on Symbolic Regression in Power Systems: Methods, Applications, and Future Directions
by: Javadi, Amir Bahador, et al.
Published: (2025)

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

Learning to Drift in Extreme Turning with Active Exploration and Gaussian Process Based MPC
by: Wu, Guoqiang, et al.
Published: (2024)

Characterization of Maximizers in A Non-Convex Geometric Optimization Problem With Application to Optical Wireless Power Transfer Systems
by: Nguyen, Dinh Hoa, et al.
Published: (2024)