Dirk Alexander Molitor

Workpiece image-based tool wear classification in blanking processes using deep convolutional neural networks

Dirk Alexander Molitor, Christian Kubik, Ruben Helmut Hetfleisch et al. · Production Engineering · 2022 · 33 citations · Full text

Computing, Computer Science, Manufacturing Engineering +14

Towards high-performance deep learning models in tool wear classification with generative adversarial networks

Dirk Alexander Molitor, Christian Kubik, Marco Becker et al. · Journal of Materials Processing Technology · 2021 · 22 citations

Computing, Computer Science, High-performance Computing +14

Tool wear segmentation in blanking processes with fully convolutional networks based digital image processing

Clemens Schlegel, Dirk Alexander Molitor, Christian Kubik et al. · Journal of Materials Processing Technology · 2023 · 21 citations

Engineering, Computer Science, Manufacturing Engineering +16

Effectiveness of different closed-loop control strategies for deep drawing on single-acting 3D Servo Presses

Peter Groche, Alexander Breunig, Kelin Chen et al. · CIRP Annals · 2022 · 18 citations

Engineering, Mechatronics Engineering, Drawing +9

Knowledge Discovery in Engineering Applications Using Machine Learning Techniques

Christian Kubik, Dirk Alexander Molitor, Marco Becker et al. · Journal of Manufacturing Science and Engineering · 2022 · 16 citations

Engineering, Industrial Engineering, Manufacturing Engineering +13