Thomas Bergs

Professor Thomas Bergs serves as the Institute Director at the Department of Manufacturing Technology at RWTH Aachen University, Germany. He leads the Production Engineering Profile Area (ProdE) and serves as Speaker of the Steering Committee at the Production Cluster. His office is located at Campus-Boulevard 30, 52074 Aachen, Germany.

Professor Bergs' research focuses on advanced manufacturing technologies with particular emphasis on:

• Tool wear analysis and prediction using computer vision and machine learning
• Ultra-precision grinding and metal cutting processes
• Digitalization of manufacturing through physics-informed operator learning
• Sustainable manufacturing practices and life cycle assessment
• Process chain optimization for aerospace components

His recent publication trends show a strong focus on integrating artificial intelligence and data analytics into traditional manufacturing processes. He has published extensively on tool wear prediction, process optimization, and sustainable manufacturing approaches. His work bridges the gap between theoretical models and practical industrial applications, with particular emphasis on precision manufacturing for high-value components in aerospace and energy sectors. The research demonstrates methodological innovation in multi-sensor data fusion, reinforcement learning for process optimization, and digital twin applications.

Professor Bergs has made significant contributions to the field through research on:

• Computer vision applications for tool condition monitoring
• Multi-sensor data fusion for quality prediction
• Physics-informed machine learning for material characterization
• Life cycle assessment of sustainable packaging solutions
• Digitalization of metallic materials through multiscale modeling