A Knowledge-Based Digital Lifecycle-Oriented Asset Optimisation

Autor: Theresa Passath, Cornelia Huber, Linus Kohl, Hubert Biedermann, Fazel Ansari

Publikováno v: Tehnički Glasnik, Vol 15, Iss 2, Pp 226-234 (2021)

The digitalisation of the value chain promotes sophisticated virtual product models known as digital twins (DT) in all asset-life-cycle (ALC) phases. These models. however, fail on representing the entire phases of asset-life-cycle (ALC), and do not

Externí odkaz: https://doaj.org/article/7b7a3b6045794c64baad81346dda0618

Text mining for AI enhanced failure detection and availability optimization in production systems

Autor: Linus Kohl, Fazel Ansari, Jakob Giner, Horst Meier

Publikováno v: CIRP Annals. 70:373-376

The success of data-driven maintenance is strongly dependant on effective use of AI and multi-structured data sources. Introducing and integrating an AI-enhanced methodology in reliability-centred maintenance study of complex production systems leads

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::aa6484a16a7592fae2b335e4291198c1
https://doi.org/10.1016/j.cirp.2021.04.045

Combining Process Monitoring with Text Mining for Anomaly Detection in Discrete Manufacturing

Autor: Tobias Biegel, Nicolas Jourdan, Theresa Madreiter, Linus Kohl, Simon Fahle, Fazel Ansari, Bernd Kuhlenkötter, Joachim Metternich

Publikováno v: SSRN Electronic Journal.

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::e22d37e2033a2ed5b3783f49bd8c6776
https://doi.org/10.2139/ssrn.4073942

A Text Understandability Approach for Improving Reliability-Centered Maintenance in Manufacturing Enterprises

Autor: Fazel Ansari, Linus Kohl, Theresa Madreiter

Publikováno v: Advances in Production Management Systems. Artificial Intelligence for Sustainable and Resilient Production Systems ISBN: 9783030858735
APMS (1)

Textual data majorly reflects objective and subjective human specific knowledge. Focusing on big data in industrial and operation management, the value of textual data is oftentimes undermined. Optimal use of data reinforces the integrative modeling

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::bd25a67aca5c71a44bc331626b951bdc
https://doi.org/10.1007/978-3-030-85874-2_17