Business analytics in Industry 4.0: A systematic review

AJ Silva, P Cortez, C Pereira, A Pilastri - Expert systems, 2021 - Wiley Online Library
Abstract Recently, the term “Industry 4.0” has emerged to characterize several Information
Technology and Communication (ICT) adoptions in production processes (eg, Internet‐of …

Fault handling in industry 4.0: definition, process and applications

H Webert, T Döß, L Kaupp, S Simons - Sensors, 2022 - mdpi.com
The increase of productivity and decrease of production loss is an important goal for modern
industry to stay economically competitive. For that, efficient fault management and quick …

CONTEXT: An industry 4.0 dataset of contextual faults in a smart factory

L Kaupp, H Webert, K Nazemi, B Humm… - Procedia Computer …, 2021 - Elsevier
Cyber-physical systems in smart factories get more and more integrated and interconnected.
Industry 4.0 accelerates this trend even further. Through the broad interconnectivity a new …

Machine intelligence today: applications, methodology, and technology: Selected results of the 1st online Dagstuhl workshop on applied machine intelligence

BG Humm, H Bense, M Fuchs, B Gernhardt… - Informatik …, 2021 - Springer
Abstract Machine intelligence, aka artificial intelligence (AI) is one of the most prominent and
relevant technologies today. It is in everyday use in the form of AI applications and has a …

Autoencoder-ensemble-based unsupervised selection of production-relevant variables for context-aware fault diagnosis

L Kaupp, B Humm, K Nazemi, S Simons - Sensors, 2022 - mdpi.com
Smart factories are complex; with the increased complexity of employed cyber-physical
systems, the complexity evolves further. Cyber-physical systems produce high amounts of …

An industry 4.0-ready visual analytics model for context-aware diagnosis in smart manufacturing

L Kaupp, K Nazemi, B Humm - 2020 24th International …, 2020 - ieeexplore.ieee.org
The integrated cyber-physical systems in Smart Manufacturing generate continuously vast
amount of data. These complex data are difficult to assess and gather knowledge about the …

Evaluation of the flourish dashboard for context-aware fault diagnosis in industry 4.0 smart factories

L Kaupp, K Nazemi, B Humm - Electronics, 2022 - mdpi.com
Cyber-physical systems become more complex, therewith production lines become more
complex in the smart factory. Every employed system produces high amounts of data with …

Context-Aware Diagnosis in Smart Manufacturing: TAOISM, An Industry 4.0-Ready Visual Analytics Model

L Kaupp, K Nazemi, B Humm - Integrating Artificial Intelligence and …, 2022 - Springer
The integration of cyber-physical systems accelerates Industry 4.0. Smart factories become
more and more complex, with novel connections, relationships, and dependencies …

[PDF][PDF] 5.4 Datenvisualisierung

K Nazemi, L Kaupp, D Burkhardt… - … Ser, Walter de Gruyter …, 2021 - library.oapen.org
Die visuelle Projektion von heterogenen (z. B. Forschungs-) Daten auf einer 2-
dimensionalen Fläche, wie etwa einem Bildschirm, wird als Datenvisualisierung bezeichnet …

Prediction-correction techniques to support sensor interoperability in industry 4.0 systems

B Bordel, R Alcarria, T Robles - Sensors, 2021 - mdpi.com
Industry 4.0 is envisioned to transform the entire economical ecosystem by the inclusion of
new paradigms, such as cyber-physical systems or artificial intelligence, into the production …