A Novel Methodology for Fault Identification of Multi-stage Manufacturing Process Using Product Quality Measurement

Data-driven modeling and fault detection of multi-stage manufacturing processes remain challenging due to the increasing complexity of the manufacturing process, the lack of structural data, data multi-dimensionality, and the additional difficulty when dealing with large data sets. The implementatio...

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Bibliographic Details
Main Authors: Xiaorui Tong, Hossein D. Ardakani, David Siegel, Ellen Gamel, Jay Lee
Format: Article
Language:English
Published: The Prognostics and Health Management Society 2017-01-01
Series:International Journal of Prognostics and Health Management
Subjects:
Online Access:https://papers.phmsociety.org/index.php/ijphm/article/view/2534