{"data":{"id":"10.4121/e1443ae5-8f32-424c-a11c-3bf24bc778de","type":"dois","attributes":{"doi":"10.4121/e1443ae5-8f32-424c-a11c-3bf24bc778de","prefix":"10.4121","suffix":"e1443ae5-8f32-424c-a11c-3bf24bc778de","identifiers":[],"alternateIdentifiers":[],"creators":[{"name":"Apostolos Souflis-Rigas","nameType":"Personal","givenName":"Apostolos","familyName":"Souflis-Rigas","nameIdentifiers":[{"nameIdentifier":"0009-0000-7637-5683","nameIdentifierScheme":"https://orcid.org/"}],"affiliation":[]},{"name":"Austin Kana","nameType":"Personal","givenName":"Austin","familyName":"Kana","nameIdentifiers":[{"nameIdentifier":"0000-0002-9600-8669","nameIdentifierScheme":"https://orcid.org/"}],"affiliation":[]},{"name":"Jeroen Pruijn","nameType":"Personal","nameIdentifiers":[{"nameIdentifier":"0000-0002-4496-4544","nameIdentifierScheme":"https://orcid.org/"}],"affiliation":[]}],"titles":[{"title":"Collection of datasets underlying the PhD dissertation \"Impact of decarbonization uncertainties on ship design: A design framework integrating layout modelling and decision making\""}],"publisher":"4TU.ResearchData","container":{},"publicationYear":2026,"subjects":[{"subject":"Mechanical Engineering","subjectScheme":"Australian and New Zealand Standard Research Classification (ANZSRC), 2008","classificationCode":"0913"},{"subject":"Energy Transformation","subjectScheme":"Australian and New Zealand Standard Research Classification (ANZSRC), 2008","classificationCode":"8504"},{"subject":"Maritime Engineering","subjectScheme":"Australian and New Zealand Standard Research Classification (ANZSRC), 2008","classificationCode":"0911"},{"subject":"Engineering","subjectScheme":"Australian and New Zealand Standard Research Classification (ANZSRC), 2008","classificationCode":"09"},{"subject":"Energy","subjectScheme":"Australian and New Zealand Standard Research Classification (ANZSRC), 2008","classificationCode":"85"},{"subject":"facility layout problem"},{"subject":"decision making"},{"subject":"semantic knowledge models"},{"subject":"stochastic optimization"},{"subject":"alternative fuels"},{"subject":"early-stage ship design"}],"contributors":[{"name":"Delft University of Technology","nameType":"Organizational","contributorType":"Other","affiliation":[],"nameIdentifiers":[]}],"dates":[{"date":"2026-10-20","dateType":"Issued"}],"language":"en","types":{"ris":"GEN","bibtex":"misc","citeproc":"article","schemaOrg":"Collection","resourceType":"Collection","resourceTypeGeneral":"Collection"},"relatedIdentifiers":[{"relationType":"IsVersionOf","relatedIdentifier":"10.4121/e1443ae5-8f32-424c-a11c-3bf24bc778de.v1","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":[],"formats":[],"version":"1","rightsList":[],"descriptions":[{"description":"\u003cstrong\u003eIntroduction\u003c/strong\u003eThis collection contains the 4 datasets underlying chapters 3-6 of the PhD dissertation \"Impact of decarbonization uncertainties on ship design: A design framework integrating layout modelling and decision making\". \u003cbr\u003e\u003cstrong\u003ePurpose\u003c/strong\u003eThe datasets contain the input and output data supporting each publication. The dataset underlying Chapter 3 quantified the impact of uncertainties in PPE dimensions on objective measures (Length, Connection costs) that describe the size of the vessel.The dataset underlying Chapter 4 interpreted verbal stakeholder statements, identified the ill-defined statements, and quantified their impact on the engine room size using length, connection costs, and connection length.The dataset underlying Chapter 5 introduced an automated engine room layout generator that accounts for safety requirements and evaluates the impact of alternative-fuelled power, propulsion, and energy (PPE) component dependencies on the engine room layout.The dataset underlying Chapter 6 compared a bi-objective Markov decision process (BO-MDP) with a two-stage bi-objective stochastic programming (BO-SP) formulation that trades off emissions reduction against retrofit cost, and proposed optimal state, optimal action, and scenario probability as pathway metrics.\u003cbr\u003e\u003cbr\u003e","descriptionType":"Abstract"}],"geoLocations":[],"fundingReferences":[],"xml":"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