David Hoffmann

Leveraging LLMs and Case-Based Reasoning for Expert-Governed Risk Knowledge Reuse

Failure Mode and Effects Analysis (FMEA) is central to industrial risk management but remains labor-intensive, expert-dependent, and difficult to reuse across projects. Large Language Models (LLMs) can support the generation and adaptation of FMEA content, yet their application in safetycritical engineering requires se...

Beyond Automation: Is RAMI 4.0 Ready for Industry 5.0? An MBSE Perspective

Industrial production is increasingly shaped by automation, interoperability, and data-driven engineering. While these developments are commonly associated with Industry 4.0, the human role in such systems is often only implicitly considered. More recent discussions under the term Industry 5.0 therefore emphasize human...

A Review on Human Digital Twins for Manual Operations in Manufacturing and Logistics