A Holistic Multi-Objective Design Optimization Approach for Arctic Offshore Supply Vessels

dc.contributorAalto-yliopistofi
dc.contributorAalto Universityen
dc.contributor.authorKondratenko, Aleksandren_US
dc.contributor.authorBergström, Martinen_US
dc.contributor.authorReutskii, Aleksanderen_US
dc.contributor.authorKujala, Penttien_US
dc.contributor.departmentDepartment of Mechanical Engineeringen
dc.contributor.groupauthorMarine Technologyen
dc.contributor.organizationCentral Marine Research and Design Instituteen_US
dc.date.accessioned2021-06-09T06:54:24Z
dc.date.available2021-06-09T06:54:24Z
dc.date.issued2021-05-16en_US
dc.description.abstractThis article presents a new holistic multi-objective design approach for the optimization of Arctic Offshore Supply Vessels (OSVs) for cost- and eco-efficiency. The approach is intended to be used in the conceptual design phase of an Arctic OSV. It includes (a) a parametric design model of an Arctic OSV, (b) performance assessment models for independently operating and icebreaker-assisted Arctic OSVs, and (c) a novel adaptation of the Artificial Bee Colony (ABC) algorithm for multiobjective optimization of Arctic OSVs. To demonstrate the feasibility and viability of the proposed optimization approach, a series of case studies covering a wide range of operating scenarios are carried out. The results of the case studies indicate that the consideration of icebreaker assistance significantly extends the feasible design space of Arctic OSVs, enabling solutions with improved energy- and cost-efficiency. The results further indicate that the optimal amount of icebreaking assistance and optimal vessel speed differs for different vessels, highlighting the motivation for holistic design optimization. The applied adaptation of the ABC algorithm proved to be well suited and efficient for the multi-objective optimization problem considered.en
dc.description.versionPeer revieweden
dc.format.extent22
dc.format.mimetypeapplication/pdfen_US
dc.identifier.citationKondratenko, A, Bergström, M, Reutskii, A & Kujala, P 2021, ' A Holistic Multi-Objective Design Optimization Approach for Arctic Offshore Supply Vessels ', Sustainability, vol. 13, no. 10, 5550 . https://doi.org/10.3390/su13105550en
dc.identifier.doi10.3390/su13105550en_US
dc.identifier.issn2071-1050
dc.identifier.otherPURE UUID: 1c179bf1-5c73-4ac8-bc54-d482e7602124en_US
dc.identifier.otherPURE ITEMURL: https://research.aalto.fi/en/publications/1c179bf1-5c73-4ac8-bc54-d482e7602124en_US
dc.identifier.otherPURE LINK: http://www.scopus.com/inward/record.url?scp=85106588807&partnerID=8YFLogxKen_US
dc.identifier.otherPURE FILEURL: https://research.aalto.fi/files/62844111/A_Holistic_Multi_Objective_Design_Optimization_Approach_for.pdfen_US
dc.identifier.urihttps://aaltodoc.aalto.fi/handle/123456789/108008
dc.identifier.urnURN:NBN:fi:aalto-202106097266
dc.language.isoenen
dc.publisherMultidisciplinary Digital Publishing Institute (MDPI)
dc.relation.ispartofseriesSustainabilityen
dc.relation.ispartofseriesVolume 13, issue 10en
dc.rightsopenAccessen
dc.subject.keywordArctic shippingen_US
dc.subject.keywordArtificial Bee Colony algorithmen_US
dc.subject.keywordEEDIen_US
dc.subject.keywordFuel consumptionen_US
dc.subject.keywordIcebreaker assistanceen_US
dc.subject.keywordMulti-objective optimizationen_US
dc.subject.keywordOffshore supply vesselen_US
dc.subject.keywordPareto fronten_US
dc.subject.keywordRFRen_US
dc.subject.keywordShip designen_US
dc.titleA Holistic Multi-Objective Design Optimization Approach for Arctic Offshore Supply Vesselsen
dc.typeA1 Alkuperäisartikkeli tieteellisessä aikakauslehdessäfi
dc.type.versionpublishedVersion
Files