Search Results for author: Alexander Nettekoven

Found 2 papers, 0 papers with code

Towards Online Monitoring and Data-driven Control: A Study of Segmentation Algorithms for Laser Powder Bed Fusion Processes

no code implementations18 Nov 2020 Alexander Nettekoven, Scott Fish, Joseph Beaman, Ufuk Topcu

The identified algorithms can be readily applied to the laser powder bed fusion machines to address each of the above limitations and thus, significantly improve process control.

Segmentation

An Encoder-Decoder Based Approach for Anomaly Detection with Application in Additive Manufacturing

no code implementations26 Jul 2019 Baihong Jin, Yingshui Tan, Alexander Nettekoven, Yuxin Chen, Ufuk Topcu, Yisong Yue, Alberto Sangiovanni Vincentelli

We show that the encoder-decoder model is able to identify the injected anomalies in a modern manufacturing process in an unsupervised fashion.

Anomaly Detection

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