TY - JOUR A1 - Lorenz, Maximilian A1 - Menzl, Matthias A1 - Donhauser, Christian A1 - Layh, Michael A1 - Pinzer, Bernd R. T1 - Optical inline monitoring of the burnish surface in the punching process T2 - The International Journal of Advanced Manufacturing Technology N2 - Punching is a wide-spread production process, applied when massive amounts of the ever-same cheap parts are needed. The punching process is sensitive to a multitude of parameters. Unfortunately, the precise dependencies are often unknown. A prerequisite for optimal, reproducible and transparent process alignment is the knowledge of how exactly parameters influence the quality of a punching part, which in turn requires a quantitative description of the quality of a part. We developed an optical inline monitoring system, which consists of a combined imaging and triangulation sensor as well as subsequent image processing. We show that it is possible to capture images of the cutting surface for every part within production. We automatically derive quality parameters using the example of the burnish height from 2D images. In addition, the 3D parameters are calculated and verified from the triangulation images. As an application, we show that the status of tool wear can be inferred by monitoring the burnish height, with immediate consequences for predictive maintenance. Although limited by slow images processing in our prototype, we conclude that connecting machine and process parameters with quality metrics in real time for every single part enables data-driven process modelling and ultimately the implementation of intelligent punching machines. Y1 - 2021 UR - https://opus4.kobv.de/opus4-hs-kempten/frontdoor/index/index/docId/1003 SN - 1433-3015 SN - 0268-3768 IS - 118 SP - 3585 EP - 3600 PB - Springer CY - London ER -