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dc.contributor.authorZhong, Shuyaen
dc.contributor.authorPantelous, Athanasios Aen
dc.contributor.authorGoh, Marken
dc.contributor.authorZhou, Jianen
dc.date.accessioned2019-08-07T23:30:08Z
dc.date.available2019-08-07T23:30:08Z
dc.date.issued2019-06en
dc.identifier.issn0888-3270
dc.identifier.urihttps://www.repository.cam.ac.uk/handle/1810/295383
dc.description.abstractWe study the preventive maintenance scheduling problem of wind farms in the offshore wind energy sector which operates under uncertainty due to the state of the ocean and market demand. We formulate a fuzzy multi-objective non-linear chance-constrained programming model with newly-defined reliability and cost criteria and constraints to obtain satisfying schedules for wind turbine maintenance. To solve the optimization model, a 2-phase solution framework integrating the operational law for fuzzy arithmetic and the non-dominated sorting genetic algorithm II for multi-objective programming is developed. Pareto-optimal solutions of the schedules are obtained to form the trade-offs between the reliability maximization and cost minimization objectives. A numerical example is illustrated to validate the model.
dc.languageenen
dc.publisherElsevier BV
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 International
dc.rights.urihttps://creativecommons.org/licenses/by-nc-nd/4.0/
dc.titleA reliability-and-cost-based fuzzy approach to optimize preventive maintenance scheduling for offshore wind farmsen
dc.typeArticle
prism.endingPage663
prism.publicationDate2019en
prism.publicationNameMechanical Systems and Signal Processingen
prism.startingPage643
prism.volume124en
dc.identifier.doi10.17863/CAM.42438
dcterms.dateAccepted2019-02-06en
rioxxterms.versionofrecord10.1016/j.ymssp.2019.02.012en
rioxxterms.versionAM
rioxxterms.licenseref.urihttp://www.rioxx.net/licenses/all-rights-reserveden
rioxxterms.licenseref.startdate2019-06en
dc.contributor.orcidZhong, Shuya [0000-0003-4863-4005]
dc.identifier.eissn1096-1216
rioxxterms.typeJournal Article/Reviewen
cam.issuedOnline2019-02-13en
cam.orpheus.successThu Jan 30 10:41:09 GMT 2020 - Embargo updated*
rioxxterms.freetoread.startdate2020-02-01


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Attribution-NonCommercial-NoDerivatives 4.0 International
Except where otherwise noted, this item's licence is described as Attribution-NonCommercial-NoDerivatives 4.0 International