Automatic time series segmentation and clustering for process monitoring in series production

Author:

Dumler Jonas,Faatz Stephan,Friedrich Markus,Döpper Frank

Publisher

Elsevier BV

Subject

General Medicine

Reference17 articles.

1. Using data mining methods for manufacturing process control;Vazan;IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd,2017

2. Ressourceneffizienz durch Industrie 4.0. Potenziale für KMU des verarbeitenden Gewerbes;Schebek;VDI Zentrum Ressourceneffizienz;,2017

3. Clustering of Time-Series Data;Özkoç;Data Mining - Methods, Applications and Systems,2020

4. Pattern Recognition in Multivariate Time Series: Towards an Automated Event Detection Method for Smart Manufacturing Systems;Kapp;J. Manuf. Mater. Process.,2020

5. Machine learning in manufacturing: advantages, challenges, and applications;Wuest;Production & Manufacturing Research,2016

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