Publications "Dumler, Jonas"

Article in a journal

Dumler, Jonas ; Faatz, Stephan ; Friedrich, Markus ; Döpper, Frank:
Automatic time series segmentation and clustering for process monitoring in series production.
In: Procedia CIRP. Vol. 118 (2023) . - pp. 602-607.
ISSN 2212-8271
DOI: https://doi.org/10.1016/j.procir.2023.06.103

Friedrich, Markus ; Gerber, Theresa ; Dumler, Jonas ; Döpper, Frank:
A system for automated tool wear monitoring and classification using computer vision.
In: Procedia CIRP. Vol. 118 (2023) . - pp. 425-430.
ISSN 2212-8271
DOI: https://doi.org/10.1016/j.procir.2023.06.073

Schock, Christoph ; Dumler, Jonas ; Döpper, Frank:
Data Acquisition and Preparation - Enabling Data Analytics Projects within Production.
In: Procedia CIRP. Vol. 104 (2021) . - pp. 636-640.
ISSN 2212-8271
DOI: https://doi.org/10.1016/j.procir.2021.11.107

Reger, Arnim ; Dumler, Jonas ; Lobachev, Oleg ; Neuberger, Julian ; Steinhilper, Rolf:
Machine Allocation via Pattern Recognition in Harmonic Waves of Manufacturing Plants.
In: Procedia CIRP. Vol. 67 (2018) . - pp. 69-74.
ISSN 2212-8271
DOI: https://doi.org/10.1016/j.procir.2017.12.178

Article in a book

Friedrich, Markus ; Ahmeti, Engjëll ; Dumler, Jonas ; Döpper, Frank:
Towards Sustainable Machining : Synthetic Data Generation for Efficient Optical Tool Wear Monitoring via Generative Adversarial Networks.
In: Sustainable Manufacturing as a Driver for Growth : Proceedings of the 19th Global Conference on Sustainable Manufacturing, December 4–6, 2023, Buenos Aires, Argentina. - Cham : Springer , 2025 . - pp. 544-552
ISBN 978-3-031-77428-7
DOI: https://doi.org/10.1007/978-3-031-77429-4_60