Introduction.- Theoretical background for the application of artificial intelligence to production management decisions.- Publication I: A Systematic Review of Machine Learning for Hybrid Intelligence in Production Management.- Publication II: Machine learning implementation in small and medium-sized enterprises – insights and recommendations from a quantitative study.- Publication III: Bridging human expertise and machine learning in production management: a case study on ML-based decision support systems to prevent missing parts at assembly.- Publication IV: Hybrid intelligence – systematic approach and framework to determine the level of Human-AI collaboration for production management use cases.- Critical reflection and future perspective.
Carl René Sauer studied industrial engineering at the University of Siegen. During his doctoral research at the Chair of International Production Engineering and Management at the University of Siegen, he focused on Human-AI collaboration in production management.
