Optimising industrial efficiency: integrating K-Means clustering and data Science for sustainable manufacturing and waste Reduction

This study investigates the practical application of K-means clustering analysis within industrial settings to optimise machine performance and operational efficiency. By collecting data every minute from 34 machines within a multinational company, we constructed an extensive time-series database. T...

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Bibliographic Details
Main Authors: Thierry Warin, Pierre-Michel d’Anglade, Nathalie de Marcellis-Warin
Format: Article
Language:English
Published: Taylor & Francis Group 2025-12-01
Series:International Journal of Sustainable Engineering
Subjects:
Online Access:https://www.tandfonline.com/doi/10.1080/19397038.2025.2527300
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