KPI Extraction from Maintenance Work Orders—A Comparison of Expert Labeling, Text Classification and AI-Assisted Tagging for Computing Failure Rates of Wind Turbines

Maintenance work orders are commonly used to document information about wind turbine operation and maintenance. This includes details about proactive and reactive wind turbine downtimes, such as preventative and corrective maintenance. However, the information contained in maintenance work orders is...

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Autors principals:	Marc-Alexander Lutz, Bastian Schäfermeier, Rachael Sexton, Michael Sharp, Alden Dima, Stefan Faulstich, Jagan Mohini Aluri
Format:	Artigo
Idioma:	Inglês
Publicat:	MDPI AG 2023-12-01
Col·lecció:	Energies
Matèries:	wind turbine operation and maintenance key performance indicators technical language processing maintenance work orders reliability
Accés en línia:	https://www.mdpi.com/1996-1073/16/24/7937
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