High-dimensional control charts with application to surveillance of grease damage in bearings of wind turbines

High-dimensional data, characterized by having more attributes or variables than observations, presents unique challenges in industrial operations surveillance. Traditional multivariate control charts, like Hotelling’s [Formula: see text] chart, perform adequately with lower-dimensional data. Howeve...

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Bibliographic Details
Main Authors: Tahir Mahmood, Fuhad Ahmed, Muhammad Riaz, Nasir Abbas
Format: Article
Language:English
Published: Taylor & Francis Group 2024-12-01
Series:Production and Manufacturing Research: An Open Access Journal
Subjects:
Online Access:https://www.tandfonline.com/doi/10.1080/21693277.2024.2377739
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