Development and validation of a digital twin framework for SMT manufacturing
Seidel, Reinhardt, Rachinger, Ben, Thielen, Nils, Schmidt, Konstantin, Meier, Sven, Franke, Jörg
Published in Computers in industry (01.02.2023)
Published in Computers in industry (01.02.2023)
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Journal Article
Impact of THT-hole dimensioning on manufacturability in selective wave soldering
Seidel, Reinhardt, Kästle, Christopher, Ockel, Manuela, Franke, Jörg
Published in Microelectronics and reliability (01.10.2022)
Published in Microelectronics and reliability (01.10.2022)
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Journal Article
Machine Learning in Production – Potentials, Challenges and Exemplary Applications
Mayr, Andreas, Kißkalt, Dominik, Meiners, Moritz, Lutz, Benjamin, Schäfer, Franziska, Seidel, Reinhardt, Selmaier, Andreas, Fuchs, Jonathan, Metzner, Maximilian, Blank, Andreas, Franke, Jörg
Published in Procedia CIRP (01.01.2019)
Published in Procedia CIRP (01.01.2019)
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Journal Article
An Analytical Approach to Thermal Design for Manufacturing in Mini Wave Soldering
Seidel, Reinhardt, Sippel, Marcel, Franke, Jorg
Published in 2021 IEEE 71st Electronic Components and Technology Conference (ECTC) (01.06.2021)
Published in 2021 IEEE 71st Electronic Components and Technology Conference (ECTC) (01.06.2021)
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Conference Proceeding
2-D Fluid Simulation Approach for Miniwave Soldering
Seidel, Reinhardt, Sippel, Marcel, Franke, Jorg
Published in 2022 IEEE 72nd Electronic Components and Technology Conference (ECTC) (01.05.2022)
Published in 2022 IEEE 72nd Electronic Components and Technology Conference (ECTC) (01.05.2022)
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Conference Proceeding
Comparative Study on Different Methods to Generate Synthetic Data for the Classification of THT Solder Joints
Thielen, Nils, Rachinger, Ben, Schroder, Felix, Preitschaft, Anja, Meier, Sven, Seidel, Reinhardt, Reinhardt, Andreas, Franke, Jorg
Published in 2024 1st International Conference on Production Technologies and Systems for E-Mobility (EPTS) (05.06.2024)
Published in 2024 1st International Conference on Production Technologies and Systems for E-Mobility (EPTS) (05.06.2024)
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Conference Proceeding
Clustering of Image Data to Enhance Machine Learning Based Quality Control in THT Manufacturing
Thielen, Nils, Jiang, Zonghan, Schmidt, Konstantin, Seidel, Reinhardt, Voigt, Christian, Reinhardt, Andreas, Franke, Joerg
Published in 2021 IEEE 27th International Symposium for Design and Technology in Electronic Packaging (SIITME) (27.10.2021)
Published in 2021 IEEE 27th International Symposium for Design and Technology in Electronic Packaging (SIITME) (27.10.2021)
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Conference Proceeding
Enhanced X-Ray Inspection of Solder Joints in SMT Electronics Production using Convolutional Neural Networks
Schmidt, Konstantin, Thielen, Nils, Voigt, Christian, Seidel, Reinhardt, Franke, Jorg, Milde, Yannik, Bonig, Jochen, Beitinger, Gunter
Published in 2020 IEEE 26th International Symposium for Design and Technology in Electronic Packaging (SIITME) (21.10.2020)
Published in 2020 IEEE 26th International Symposium for Design and Technology in Electronic Packaging (SIITME) (21.10.2020)
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Conference Proceeding
Prediction of the Solder Rise in Selective Wave Soldering Comparing Decision Tree and Logistic Regression
Seidel, Reinhardt, Leibold, Fabian, Thielen, Nils, Franke, Jorg
Published in 2020 43rd International Spring Seminar on Electronics Technology (ISSE) (01.05.2020)
Published in 2020 43rd International Spring Seminar on Electronics Technology (ISSE) (01.05.2020)
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Conference Proceeding
Data Mining System Architecture for Industrial Internet of Things in Electronics Production
Seidel, Reinhardt, Amada, Hassan, Fuchs, Jonathan, Thielen, Nils, Schmidt, Konstantin, Voigt, Christian, Franke, Jorg
Published in 2020 IEEE 26th International Symposium for Design and Technology in Electronic Packaging (SIITME) (21.10.2020)
Published in 2020 IEEE 26th International Symposium for Design and Technology in Electronic Packaging (SIITME) (21.10.2020)
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Conference Proceeding
Development and Test of a Data Framework for Prediction of Soldering Quality in Selective Wave Soldering Applying K-Nearest Neighbors
Seidel, Reinhardt, Thielen, Nils, Schmidt, Konstantin, Voigt, Christian, Franke, Jorg
Published in 2020 IEEE 26th International Symposium for Design and Technology in Electronic Packaging (SIITME) (21.10.2020)
Published in 2020 IEEE 26th International Symposium for Design and Technology in Electronic Packaging (SIITME) (21.10.2020)
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Conference Proceeding
A Machine Learning Based Approach to Detect False Calls in SMT Manufacturing
Thielen, Nils, Werner, Dominik, Schmidt, Konstantin, Seidel, Reinhardt, Reinhardt, Andreas, Franke, Jorg
Published in 2020 43rd International Spring Seminar on Electronics Technology (ISSE) (01.05.2020)
Published in 2020 43rd International Spring Seminar on Electronics Technology (ISSE) (01.05.2020)
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Conference Proceeding
Experimental Investigation on Thermocouple Attachment Methods for Reliable Temperature Measurement
Seidel, Reinhardt, Volland, Jana, Thielen, Nils, Voigt, Christian, Franke, Jorg
Published in 2020 43rd International Spring Seminar on Electronics Technology (ISSE) (01.05.2020)
Published in 2020 43rd International Spring Seminar on Electronics Technology (ISSE) (01.05.2020)
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Conference Proceeding
Towards a Smart Electronics Production Using Machine Learning Techniques
Seidel, Reinhardt, Mayr, Andreas, Schafer, Franziska, Kisskalt, Dominik, Franke, Jorg
Published in 2019 42nd International Spring Seminar on Electronics Technology (ISSE) (01.05.2019)
Published in 2019 42nd International Spring Seminar on Electronics Technology (ISSE) (01.05.2019)
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Conference Proceeding
Machine Learning in Electric Motor Production - Potentials, Challenges and Exemplary Applications
Mayr, Andreas, Seefried, Johannes, Ziegler, Marco, Masuch, Michael, Mahr, Alexander, Lindenfels, Johannes v., Meiners, Moritz, Kisskalt, Dominik, Metzner, Maximilian, Franke, Jorg
Published in 2019 9th International Electric Drives Production Conference (EDPC) (01.12.2019)
Published in 2019 9th International Electric Drives Production Conference (EDPC) (01.12.2019)
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Conference Proceeding