Potential for combining semantics and data analysis in the context of digital twins

B Vogel-Heuser, F Ocker, I Weiß… - … Transactions of the …, 2021 - royalsocietypublishing.org
Modern production systems can benefit greatly from integrated and up-to-date digital
representations. Their applications range from consistency checks during the design phase …

Interdisciplinary engineering of cyber-physical production systems: highlighting the benefits of a combined interdisciplinary modelling approach on the basis of an …

B Vogel-Heuser, M Böhm, F Brodeck, K Kugler… - Design …, 2020 - cambridge.org
In the context of cross-disciplinary and cross-company cooperation, several challenges in
developing manufacturing systems are revealed through industrial use cases. To tackle …

A Scoping Review of Mental Model Research in HCI from 2010 to 2021

X Hu, M Twidale - International Conference on Human-Computer …, 2023 - Springer
Research on mental models has been ongoing in Human-Computer Interaction (HCI) since
the 1980s. A mental model derives from humans' perception, memories, knowledge, and …

Requirements analysis for an intelligent workforce planning system: a socio-technical approach to design AI-based systems

S Gabriel, D Bentler, EM Grote, C Junker… - Procedia CIRP, 2022 - Elsevier
Artificial Intelligence (AI)-based applications promise great potential benefits for companies.
However, an isolated consideration of the technical system is not sufficient for the design …

Extended rationale-based model for tacit knowledge elicitation in requirements elicitation context

HA Al-Alshaikh, AA Mirza, HA Alsalamah - IEEE Access, 2020 - ieeexplore.ieee.org
The Requirements elicitation involves knowledge intensive and collaborative activities.
Requirements engineering research has proposed a range of knowledge elicitation and …

Operator knowledge inclusion in data-mining approaches for product quality assurance using cause-effect graphs

B Vogel-Heuser, V Karaseva, J Folmer, I Kirchen - IFAC-PapersOnLine, 2017 - Elsevier
Product quality is one of the crucial factors influencing customer satisfaction and loyalty, and
of course, a company's reputation in general. A high quantity of non-conforming products …

[PDF][PDF] Categorization errors for data entry in maintenance work-orders

T Sexton, M Hodkiewicz… - Proceedings of the …, 2019 - pdfs.semanticscholar.org
Manufacturing is seeing a significant push toward digitization of processes and decision
making. This push is enabled by the increased availability of data. Yet the work of the …

Organizing tagged knowledge: similarity measures and semantic fluency in structure mining

T Sexton, M Fuge - Journal of Mechanical Design, 2020 - asmedigitalcollection.asme.org
Recovering a system's underlying structure from its historical records (also called structure
mining) is essential to making valid inferences about that system's behavior. For example …

Unconsidered Installations: Discovering IoT Deployments in the IPv6 Internet

M Dahlmanns, F Heidenreich… - NOMS 2024-2024 …, 2024 - ieeexplore.ieee.org
Internet-wide studies provide extremely valuable insight into how operators manage their
Internet of Things (IoT) deployments in reality and often reveal grievances, eg, significant …

Product quality monitoring in hydraulic presses using a minimal sample of sensor and actuator data

I Weiss, B Vogel-Heuser, E Trunzer… - ACM Transactions on …, 2021 - dl.acm.org
Machine learning and artificial intelligence provide methods and algorithms to take
advantage of sensor and actuator data in automated production systems. Product quality …