Machine learning based parameter-free adaptive EWMA control chart to monitor process dispersion

Abstract Conventional control charts track changes in the process by using predefined process parameters. Conversely, during online monitoring, adaptive control charts modify the process parameters. To improve the process dispersion monitoring in various operational environments, this study presents...

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Bibliographic Details
Main Authors: Muhammad Noor-ul-Amin, Muhammad Waqas Kazmi, Salem Alkhalaf, S. Abdel-Khalek, Muhammad Nabi
Format: Article
Language:English
Published: Nature Portfolio 2024-12-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-024-82699-8
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