1 citations · 1 across the 3 of their papers we have counts for
4 papers
Unified Embodiment Description for functional evaluation of used components in circular manufacturing systems
Jonas Hemmerich, Dominik Koch, Victor Mas +5
Circular manufacturing systems require functional evaluation of used components based on their physical state. Existing approaches describe this state from separate perspectives, s…
Uncertainty Aware Functional Behavior Prediction and Material Fatigue Assessment for Circular Factory
Nehal Afifi, Mehdi Khabou, Victor Mas +5
Returned products in circular factories re-enter production with heterogeneous degradation states, usage histories, and remaining capability. Reuse cannot be decided from the curre…
IMPACT: A Dataset for Multi-Granularity Human Procedural Action Understanding in Industrial Assembly
Di Wen, Zeyun Zhong, David Schneider +18
We introduce IMPACT, a synchronized five-view RGB-D dataset for deployment-oriented industrial procedural understanding, built around real assembly and disassembly of a commercial…
Data-Driven Methods and AI in Engineering Design: A Systematic Literature Review Focusing on Challenges and Opportunities
Nehal Afifi, Christoph Wittig, Lukas Paehler +8
The increasing availability of data and advancements in computational intelligence have accelerated the adoption of data-driven methods (DDMs) in product development. However, thei…