Digital Twin: Vision, Benefits, Boundaries, and Creation for Buildings

dc.contributorAalto-yliopistofi
dc.contributorAalto Universityen
dc.contributor.authorHaghighat Khajavi, Siavashen_US
dc.contributor.authorHossein Motlagh, Naseren_US
dc.contributor.authorJaribion, Alirezaen_US
dc.contributor.authorWerner, Liss C.en_US
dc.contributor.authorHolmström, Janen_US
dc.contributor.departmentDepartment of Industrial Engineering and Managementen
dc.contributor.organizationTechnical University of Berlinen_US
dc.contributor.organizationUniversity of Helsinkien_US
dc.date.accessioned2019-11-07T12:06:13Z
dc.date.available2019-11-07T12:06:13Z
dc.date.issued2019-10en_US
dc.description.abstractThe concept of a digital twin has been used in some industries where an accurate digital model of the equipment can be used for predictive maintenance. The use of a digital twin for performance is critical, and for capital-intensive equipment such as jet engines it proved to be successful in terms of cost savings and reliability improvements. In this paper, we aim to study the expansion of the digital twin in including building life cycle management and explore the benefits and shortcomings of such implementation. In four rounds of experimentation, more than 25,000 sensor reading instances were collected, analyzed, and utilized to create and test a limited digital twin of an office building facade element. This is performed to point out the method of implementation, highlight the benefits gained from digital twin, and to uncover some of the technical shortcomings of the current Internet of Things systems for this purpose.en
dc.description.versionPeer revieweden
dc.format.extent14
dc.format.mimetypeapplication/pdfen_US
dc.identifier.citationHaghighat Khajavi, S, Hossein Motlagh, N, Jaribion, A, Werner, L C & Holmström, J 2019, 'Digital Twin: Vision, Benefits, Boundaries, and Creation for Buildings', IEEE Access, vol. 7, 8863491, pp. 147406 - 147419. https://doi.org/10.1109/ACCESS.2019.2946515en
dc.identifier.doi10.1109/ACCESS.2019.2946515en_US
dc.identifier.issn2169-3536
dc.identifier.otherPURE UUID: 9912b88c-0bba-4924-a4c9-5e8c5ed619ccen_US
dc.identifier.otherPURE ITEMURL: https://research.aalto.fi/en/publications/9912b88c-0bba-4924-a4c9-5e8c5ed619ccen_US
dc.identifier.otherPURE FILEURL: https://research.aalto.fi/files/38245504/Digital_Twin.pdfen_US
dc.identifier.urihttps://aaltodoc.aalto.fi/handle/123456789/41121
dc.identifier.urnURN:NBN:fi:aalto-201911076126
dc.language.isoenen
dc.publisherIEEE
dc.relation.ispartofseriesIEEE Accessen
dc.relation.ispartofseriesVolume 7, pp. 147406 - 147419en
dc.rightsopenAccessen
dc.subject.keywordBuilding Information Modeling (BIM)en_US
dc.subject.keywordWireless sensor networken_US
dc.subject.keywordInternet of Thingsen_US
dc.subject.keywordLife cycle managementen_US
dc.subject.keywordDigital twinen_US
dc.titleDigital Twin: Vision, Benefits, Boundaries, and Creation for Buildingsen
dc.typeA1 Alkuperäisartikkeli tieteellisessä aikakauslehdessäfi
dc.type.versionpublishedVersion

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