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A Methodology for Evaluating Operator Usage of Machine Learning Recommendations for Power Grid Contingency Analysis

This work presents the application of a methodology to measure domain expert trust and workload, elicit feedback, and understand the technological usability and impact when a machine learning assistant is introduced into contingency analysis for real-time power grid simulation. The goal of this fram...

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Detalles Bibliográficos
Autores principales: Wenskovitch, John, Jefferson, Brett, Anderson, Alexander, Baweja, Jessica, Ciesielski, Danielle, Fallon, Corey
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9237339/
https://www.ncbi.nlm.nih.gov/pubmed/35774852
http://dx.doi.org/10.3389/fdata.2022.897295