| Publikationstyp: | Beitrag in wissenschaftlicher Zeitschrift |
| Art der Begutachtung: | Peer review (Publikation) |
| Titel: | Condition-based maintenance decision making : a practical approach for marine vessels |
| Autor/-in: | Goren Huber, Lilach Kunz, Simon Dettling, Marcel |
| Erschienen in: | International Journal of COMADEM |
| Band(Heft): | 21 |
| Heft: | 3 |
| Seite(n): | 15 |
| Seiten bis: | 20 |
| Erscheinungsdatum: | 2018 |
| Verlag / Hrsg. Institution: | COMADEM International |
| ISSN: | 1363-7681 |
| Sprache: | Englisch |
| Schlagwörter: | Condition based maintenance; Decision making; Modelling and optimization; Degradation modelling; Uncertainty analysis |
| Fachgebiet (DDC): | 620: Ingenieurwesen |
| Zusammenfassung: | Condition monitoring and predictive maintenance are gaining importance amongst researchers and practitioners … The reason lies in the lack of high quality monitoring data, largely due to the reluctance of system owners to invest in monitoring equipment and data processing. This leads to a vicious circle that limits the applicability of condition based maintenance. The need for simple yet effective schemes for data-driven maintenance optimization motivated the present research. This paper demonstrates the development of such a scheme for maintenance optimization of marine vessels based on the readily available data, thereby lowering the entry barrier for ship operators and promoting future improvements of the data quality. Our approach combines data-driven and physical modelling. It then uses the models as an input for a constrained optimization algorithm based on linear programming and a Monte-Carlo-based uncertainty analysis. The algorithm allows for a gradual enhancement of the data-driven component upon acquisition of more and better data. |
| URI: | https://apscience.org/comadem/index.php/comadem/article/view/93 https://digitalcollection.zhaw.ch/handle/11475/15766 |
| Volltext Version: | Publizierte Version |
| Lizenz (gemäss Verlagsvertrag): | Lizenz gemäss Verlagsvertrag |
| Departement: | School of Engineering |
| Organisationseinheit: | Institut für Datenanalyse und Prozessdesign (IDP) |
| Publiziert im Rahmen des ZHAW-Projekts: | Energy Optimization for Vessel Operations |
| Enthalten in den Sammlungen: | Publikationen School of Engineering |
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Goren Huber, L., Kunz, S., & Dettling, M. (2018). Condition-based maintenance decision making : a practical approach for marine vessels. International Journal of COMADEM, 21(3), 15–20. https://apscience.org/comadem/index.php/comadem/article/view/93
Goren Huber, L., Kunz, S. and Dettling, M. (2018) ‘Condition-based maintenance decision making : a practical approach for marine vessels’, International Journal of COMADEM, 21(3), pp. 15–20. Available at: https://apscience.org/comadem/index.php/comadem/article/view/93.
L. Goren Huber, S. Kunz, and M. Dettling, “Condition-based maintenance decision making : a practical approach for marine vessels,” International Journal of COMADEM, vol. 21, no. 3, pp. 15–20, 2018, [Online]. Available: https://apscience.org/comadem/index.php/comadem/article/view/93
GOREN HUBER, Lilach, Simon KUNZ und Marcel DETTLING, 2018. Condition-based maintenance decision making : a practical approach for marine vessels. International Journal of COMADEM [online]. 2018. Bd. 21, Nr. 3, S. 15–20. Verfügbar unter: https://apscience.org/comadem/index.php/comadem/article/view/93
Goren Huber, Lilach, Simon Kunz, and Marcel Dettling. 2018. “Condition-Based Maintenance Decision Making : A Practical Approach for Marine Vessels.” International Journal of COMADEM 21 (3): 15–20. https://apscience.org/comadem/index.php/comadem/article/view/93.
Goren Huber, Lilach, et al. “Condition-Based Maintenance Decision Making : A Practical Approach for Marine Vessels.” International Journal of COMADEM, vol. 21, no. 3, 2018, pp. 15–20, https://apscience.org/comadem/index.php/comadem/article/view/93.
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