5 citations · 6 across the 4 of their papers we have counts for
5 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…
Anomaly Detection for Electro-Hydrostatic Actuators using LSTM Autoencoder
Nehal Afifi, Abdelmonem Elhendawi, Felix Leitenberger +2
Electro-Hydrostatic Actuators (EHAs) are widely used in aerospace and industrial systems, where timely detection of sensor anomalies is essential to ensure safe and reliable operat…
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…
Towards Precision in Bolted Joint Design: A Preliminary Machine Learning-Based Parameter Prediction
Ines Boujnah, Nehal Afifi, Andreas Wettstein +1
Bolted joints are critical in engineering for maintaining structural integrity and reliability. Accurate prediction of parameters influencing their function and behavior is essenti…