2022
- Erklärbarkeitsansätze zur Verbesserung der Segmentierung von Schweißnähten in CT-Aufnahmen Erklärbare KI für produktions-technische Anwendungen. wt Werkstattstechnik online (3), 2022, 173--177 more…
- Inline Weld Depth Evaluation and Control Based on OCT Keyhole Depth Measurement and Fuzzy Control. Processes 10 (7), 2022, 1422 more…
- Investigation on the Cause-Effect Relationships between the Process Parameters and the Resulting Geometric Properties for Wire-Based Coaxial Laser Metal Deposition. Metals 12 (3), 2022, 455 more…
2021
- How ready is laser material processing for serial e-mobility production? Laser Systems Europe (Autumn 2021), 2021, 24--27 more…
- How ready is laser material processing for serial e-mobility production? Laser Systems Europe (Autumn 2021), 2021, 24--27 more…
- Weld Seam Trajectory Planning Using Generative Adversarial Networks. In: Towards Sustainable Customization: Bridging Smart Products and Manufacturing Systems. Springer International Publishing, 2021 more…
- A Novel Approach to the Holistic 3D Characterization of Weld Seams—Paving the Way for Deep Learning-Based Process Monitoring. Materials 14 (22), 2021, 6928 more…
- Solutions of laser material processing for electric mobility -- evaluation of the Technology Readiness Level. Proceedings of the Lasers in Manufacturing Conference (LiM), 2021 more…
2020
- Numerical weld pool simulation for the accuracy improvement of inline weld depth measurement based on optical coherence tomography. Journal of Laser Applications 32 (2), 2020, 022036 more…
- Investigation of the influences of the process parameters on the weld depth in laser beam welding of AA6082 using machine learning methods. Procedia CIRP 94, 2020, 702-707 more…
- Correlation analysis between the beam propagation and the vapor capillary geometry by machine learning. Procedia CIRP 94, 2020, 742-747 more…
- Real-time prediction of quality characteristics in laser beam welding using optical coherence tomography and machine learning. Journal of Laser Applications 32 (2), 2020, 022046 more…
2019
- Distortion minimization of laser beam welded components by the use of finite element simulation and Artificial Intelligence. CIRP Journal of Manufacturing Science and Technology 27, 2019, 11-20 more…
- Numerical Weld Pool Simulation for the Accuracy Improvement of Inline Weld Depth Measurement Based on Optical Coherence Tomography. In: ICALEO Conference Proceedings. , 2019 more…
- A Genetic Algorithm for the Correlation of the Keyhole and the Melt Pool Depth in Laser Beam Welding of AA6082. In: Proceedings of the Lasers in Manufacturing Conference (LiM) 2019. Wissenschaftliche Gesellschaft für Lasertechnik e.V. (WLT), 2019 more…
- Inline weld depth measurement for high brilliance laser beam sources using optical coherence tomography. Journal of Laser Applications 31 (2), 2019, 022409 more…
- Holistic sensor concept for process control and quality assurance in laser beam welding based on Optical Coherence Tomography. In: Proceedings of the Lasers in Manufacturing Conference (LiM) 2019. , 2019 more…
- Real-time Prediction of Quality Characteristics Based on Inline Process Data Using Machine Learning. In: ICALEO Conference Proceedings. , 2019 more…
- Ganzheitliches Qualitätssicherungskonzept für hochflexible Produktionsanlagen im Karosseriebau der Zukunft: Innovative Sensortechnologie und Datenauswertung mittels Künstlicher Intelligenz als Befähiger für hochflexible Fügetechnologien. Automobiltechnologie in Bayern + e-Car, 2019, 18--21 more…
- Holistic Quality Assurance System for Highly Flexible Production Systems in the Body Shop of the Future: Innovative Sensor Technology and Data Evaluation Using Artificial Intelligence as an Enabler for Highly Flexible Joining Technologies. Automotive Technology in Bavaria + e-Car, 2019, 18-21 more…
- Real-time Prediction of Quality Characteristics in Laser Beam Welding Using Optical Coherence Tomography and Machine Learning. In: ICALEO Conference Proceedings. , 2019 more…
- Process control and quality assurance in remote laser beam welding by optical coherence tomography. Journal of Laser Applications 31 (2), 2019, 022408 more…
- Kreuzkorrelation von Prozessparametern und der Einschweißtiefe beim Laserstrahlschweißen von Aluminiumlegierungen mittels Methoden des Maschinellen Lernens. In: DVS Congress. , 2019, 13--21 more…
2018
- Inline Weld Depth measurement for High brilliance Laser Beam Sources Using Optical Coherence Tomography. Laser Institute of America (Hg.) 2018 – Proceedings of the 37th International, 2018 more…
- Highly flexible remote laser beam welding for the car body production of the future. Automotive Technology in Bavaria + e-Car, 2018 more…
- Hochflexibles Remote-Laserstrahlschweißen für den Karosseriebau der Zukunft. Automobiltechnologie in Bayern + e-Car, 2018 more…
- Process Control and Quality Assurance in Remote Laser Beam Welding By Optical Coherence Tomography. Laser Institute of America (Hg.) 2018 – Proceedings of the 37th International, 2018 more…
2017
- Numerical simulation of laser beam welding using an adapted intensity distribution. Journal of Laser Applications 29 (2), 2017, 022405 more…