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  2. School of Engineering
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  4. Publikationen School of Engineering
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dc.contributor.authorGoren Huber, Lilach-
dc.contributor.authorKunz, Simon-
dc.contributor.authorDettling, Marcel-
dc.date.accessioned2019-03-04T10:11:23Z-
dc.date.available2019-03-04T10:11:23Z-
dc.date.issued2018-
dc.identifier.issn1363-7681de_CH
dc.identifier.urihttps://apscience.org/comadem/index.php/comadem/article/view/93de_CH
dc.identifier.urihttps://digitalcollection.zhaw.ch/handle/11475/15766-
dc.description.abstractCondition 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.de_CH
dc.language.isoende_CH
dc.publisherCOMADEM Internationalde_CH
dc.relation.ispartofInternational Journal of COMADEMde_CH
dc.rightsLicence according to publishing contractde_CH
dc.subjectCondition based maintenancede_CH
dc.subjectDecision makingde_CH
dc.subjectModelling and optimizationde_CH
dc.subjectDegradation modellingde_CH
dc.subjectUncertainty analysisde_CH
dc.subject.ddc620: Ingenieurwesende_CH
dc.titleCondition-based maintenance decision making : a practical approach for marine vesselsde_CH
dc.typeBeitrag in wissenschaftlicher Zeitschriftde_CH
dcterms.typeTextde_CH
zhaw.departementSchool of Engineeringde_CH
zhaw.organisationalunitInstitut für Datenanalyse und Prozessdesign (IDP)de_CH
zhaw.funding.euNode_CH
zhaw.issue3de_CH
zhaw.originated.zhawYesde_CH
zhaw.pages.end20de_CH
zhaw.pages.start15de_CH
zhaw.publication.statuspublishedVersionde_CH
zhaw.volume21de_CH
zhaw.publication.reviewPeer review (Publikation)de_CH
zhaw.webfeedDatalabde_CH
zhaw.webfeedPredictive Analyticsde_CH
zhaw.webfeedService Engineeringde_CH
zhaw.webfeedSimulation and Optimizationde_CH
zhaw.webfeedDigital Mobilityde_CH
zhaw.funding.zhawEnergy Optimization for Vessel Operationsde_CH
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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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