5 papers
Optimizing Fairness in Production Planning: A Human-Centric Approach to Machine and Workforce Allocation
Alexander Nasuta, Alessandro Cisi, Sylwia Olbrych +9
This work presents a two-layer, human-centric production planning framework designed to optimize both operational efficiency and workforce fairness in industrial manufacturing. The…
A Synthetic Data Pipeline for Supporting Manufacturing SMEs in Visual Assembly Control
Jonas Werheid, Shengjie He, Aymen Gannouni +2
Quality control of assembly processes is essential in manufacturing to ensure not only the quality of individual components but also their proper integration into the final product…
Designing an LLM-Based Copilot for Manufacturing Equipment Selection
Jonas Werheid, Oleksandr Melnychuk, Hans Zhou +10
Effective decision-making in automation equipment selection is critical for reducing ramp-up time and maintaining production quality, especially in the face of increasing product v…
Generative AI in Industrial Machine Vision -- A Review
Hans Aoyang Zhou, Dominik Wolfschläger, Constantinos Florides +7
Machine vision enhances automation, quality control, and operational efficiency in industrial applications by enabling machines to interpret and act on visual data. While tradition…
Estimating Pore Location of PBF-LB/M Processes with Segmentation Models
Hans Aoyang Zhou, Jan Theunissen, Marco Kemmerling +3
Reliably manufacturing defect free products is still an open challenge for Laser Powder Bed Fusion processes. Particularly, pores that occur frequently have a negative impact on me…