Open Power System Datasets and Open Simulation Engines: A Survey Toward Machine Learning Applications

A major factor behind the success of machine learning (ML) models in multiple domains is the availability and accessibility of large, labeled, and well-organized datasets for training and benchmarking. In comparison, power grid datasets face three major challenges: (i) real-world data is often restr...

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Bibliographic Details
Main Authors: Ignacio Aravena, Chih-Che Sun, Ranyu Shi, Subir Majumder, Weihang Yan, Jhi-Young Joo, Le Xie, Jiyu Wang
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Open Access Journal of Power and Energy
Subjects:
Online Access:https://ieeexplore.ieee.org/document/11015807/
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