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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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Principais autores: Marc-Alexander Lutz, Bastian Schäfermeier, Rachael Sexton, Michael Sharp, Alden Dima, Stefan Faulstich, Jagan Mohini Aluri
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2023-12-01
Serier:Energies
Fag:
wind turbine
operation and maintenance
key performance indicators
technical language processing
maintenance work orders
reliability
Online adgang:https://www.mdpi.com/1996-1073/16/24/7937
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