Kiavash Fathi
Arbeit an der ZHAW
Arbeits- und Forschungsschwerpunkte
Industrial data-driven solutions for production plants
Lehrtätigkeit in der Weiterbildung
WBK Digitaler Produktpass (DPP)
Netzwerk
ORCID digital identifier
Projekte
- SmartAssets - Digital Transformation in Industry 4.0 / Teammitglied / laufend
- Cybathlon 2024 / Teammitglied / abgeschlossen
Publikationen
-
Fathi, Kiavash; van de Venn, Hans Wernher; Honegger, Marcel,
2021.
Predictive maintenance : an autoencoder anomaly-based approach for a 3 DoF delta robot.
Sensors.
21(21), S. 6979.
Verfügbar unter: https://doi.org/10.3390/s21216979
-
Fathi, Kiavash; van de Venn, Hans Wernher,
2024.
In:
Bányai, Tamás, Hrsg.,
Recent topics in maintenance management.
London:
IntechOpen.
Verfügbar unter: https://doi.org/10.5772/intechopen.1005511
-
Tinnes, Christof; Ristin, Marko; Hohenstein, Uwe; Fathi, Kiavash; van de Venn, Hans Wernher,
2024.
From unstructured product descriptions to structured data for Industry 4.0 with ChatGPT[Paper].
In:
2024 IEEE 7th International Conference on Industrial Cyber-Physical Systems (ICPS).
7th International Conference on Industrial Cyber-Physical Systems (ICPS), St. Louis, USA, 12-15 May 2024.
IEEE.
Verfügbar unter: https://doi.org/10.1109/icps59941.2024.10639992
-
Fathi, Kiavash; Ristin, Marko; Sadurski, Marcin; Kleinert, Tobias; van de Venn, Hans Wernher,
2024.
Detection of novel asset failures in predictive maintenance using classifier certainty[Paper].
In:
2024 32nd Mediterranean Conference on Control and Automation (MED).
32nd Mediterranean Conference on Control and Automation (MED), Chania, Greece, 11-14 June 2024.
IEEE.
S. 50-56.
Verfügbar unter: https://doi.org/10.1109/med61351.2024.10566204
-
Fathi, Kiavash; Corradini, Fabio; Sadurski, Marcin; Silvestri, Marco; Ristin, Marko; Laghaei, Afrooz; Valtorta, Davide; Kleinert, Tobias; van de Venn, Hans Wernher,
2024.
Domain adaptation via simulation parameter and data perturbation for predictive maintenance[Paper].
In:
Do, Phuc; Ezhilarasu, Cordelia, Hrsg.,
Proceedings of the PHM Society European Conference 2024.
8th European Conference of the Prognostics and Health Management Society (PHME), Prague, Czech Republic, 3-5 July 2024.
PHM Society.
S. 389-399.
Verfügbar unter: https://doi.org/10.36001/phme.2024.v8i1.3985
-
Fathi, Kiavash; Kleinert, Tobias; van de Venn, Hans Wernher,
2024.
Trustworthy machine learning operations for predictive maintenance solutions[Paper].
In:
Do, Phuc; Ezhilarasu, Cordelia, Hrsg.,
Proceedings of the European Conference of the PHM Society 2024.
8th European Conference of the Prognostics and Health Management Society (PHME), Prague, Czech Republic, 3-5 July 2024.
Prognostics and Health Management Society.
S. 4.
Verfügbar unter: https://doi.org/10.36001/phme.2024.v8i1.3966
-
Fathi, Kiavash; Stramaglia, Maria; Ristin, Marko; Sadurski, Marcin; Kleinert, Tobias; Schönfelder, Robert; van de Venn, Hans Wernher,
2024.
Sustainability in semiconductor production via interpretable and reliable predictions[Paper].
In:
12th IFAC Symposium on Advanced Control of Chemical Processes (ADCHEM), Toronto, Canada, 14-17 July 2024.
Elsevier.
S. 174-179.
Verfügbar unter: https://doi.org/10.1016/j.ifacol.2024.07.213
-
Fathi, Kiavash; Sadurski, Marcin; Kleinert, Tobias; van de Venn, Hans Wernher,
2023.
In:
2023 23rd International Conference on Control, Automation and Systems (ICCAS).
23rd International Conference on Control, Automation and Systems (ICCAS), Yeosu, South Korea, 17-20 October 2023.
IEEE.
S. 975-980.
Verfügbar unter: https://doi.org/10.23919/iccas59377.2023.10316874
-
Fathi, Kiavash; Darvishy, Alireza; van de Venn, Hans Wernher,
2022.
In:
2022 IEEE 12th International Conference on Consumer Electronics (ICCE-Berlin).
12th IEEE International Conference on Consumer Technology (ICCE-Berlin), Berlin, Germany, 2-6 September 2022.
IEEE.
Verfügbar unter: https://doi.org/10.1109/ICCE-Berlin56473.2022.9937109