Handling AI-generated knowledge artifacts in generative product engineering

ABSTRACT: Development of complex interdisciplinary products increases engineering challenges, that AI supported engineering approaches attempt to reduce by increasing automation. The resulting AI generated engineering artifacts, however, need to be classified, verified and managed to enable traceability and auditability of engineering decisions. This paper presents a classification and management approach for these artifacts, allowing verification of AI generated engineering artifacts. A use case on the iterative development of an e-bike demonstrates the approach.

Authors

Institutions

Publication Details

Journal
Proceedings of the Design Society
Published
2026-07-02
DOI
https://doi.org/10.1017/pds.2026.10575
Primary Topic
Design Education and Practice
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Handling AI-generated knowledge artifacts in generative product engineering

Damun Mollahassani, Stefan Goetz, Simon Schleifer, M. Becker et al.
Proceedings of the Design Society
Design Education and Practice
article

Handling AI-generated knowledge artifacts in generative product engineering

Damun Mollahassani, Stefan Goetz, Simon Schleifer, M. Becker, Jens C. Göbel, Sandro J. Wartzack
article en

Abstract

ABSTRACT: Development of complex interdisciplinary products increases engineering challenges, that AI supported engineering approaches attempt to reduce by increasing automation. The resulting AI generated engineering artifacts, however, need to be classified, verified and managed to enable traceability and auditability of engineering decisions. This paper presents a classification and management approach for these artifacts, allowing verification of AI generated engineering artifacts. A use case on the iterative development of an e-bike demonstrates the approach.

Proceedings of the Design SocietyVol. 6
Friedrich-Alexander-Universität Erlangen-Nürnberg (DE)
Industry, innovation and infrastructure
Openalex Percentile: Top 14%
Design Education and Practice
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.