Anomaly Detection of DC Nut Runner Processes in Engine Assembly

In many manufacturing systems, anomaly detection is critical to identifying process errors and ensuring product quality. This paper proposes three semi-supervised solutions to detect anomalies in Direct Current (DC) Nut Runner engine assembly processes. The nut runner process is a challenging anomal...

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Hlavní autoři:	James Simon Flynn, Cinzia Giannetti, Hessel Van Dijk
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2023-02-01
Edice:	AI
Témata:	GMM UMAP PCA t-SNE quality assurance anomaly detection
On-line přístup:	https://www.mdpi.com/2673-2688/4/1/10
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