Digital Twins in the Energy Industry and Emerging Three Innovation Ecosystems: Battery Factory, Data Center, and Greenhouse Farming Business Ecosystems: A Knowledge-based Scoping Review for Strategic Industrial Foresight Processes in Finland

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dc.contributor.authorKaivo-Oja, Jari
dc.contributor.authorSievers, Henrik
dc.contributor.authorHermans, Raine
dc.contributor.departmentfi=Vebic|en=Vebic|
dc.contributor.editorUden, Lorna
dc.contributor.editorVarlamis, Iraklis
dc.date.accessioned2026-09-15T08:43:01Z
dc.date.issued2026
dc.description.abstractThis study investigates three emerging innovation ecosystems and their Digital Twins: (1) the Data Center business innovation ecosystem, (2) the Battery Factory innovation ecosystem, and (3) the Greenhouse farming innovation ecosystem, together with Digital Twin (DT) energy industry solutions, aiming to identify technological potential, pathways for ecosystem/cluster growth and development, and policy implications. A systematic review of DT applications was conducted across conventional and renewable energy production, storage, and multi-energy systems. Both conventional and less conventional energy DTs were identified and reported. The three innovation business ecosystems were conceptualized and defined as summary tables integrating technological, organizational, and market dimensions. The study analyses how DT solutions can be mobilized to foster competitive new innovative industrial cluster business ecosystems and evaluates the associated strategic policy measures.en
dc.description.notificationTämä rinnakkaistallennettu versio on avattu organisaation esilisensiointimallilla. Denna parallellpublicerade version har gjorts tillgänglig enligt organisationens modell för förhandslicensiering. This self-archived version has been made available under the organisation's prior license model.
dc.description.reviewstatusfi=vertaisarvioitu|en=peerReviewed|
dc.format.pagerange139-154
dc.identifier.citationKaivo-Oja, J., Sievers, H., & Hermans, R. (2027). Digital Twins in the Energy Industry and Emerging Three Innovation Ecosystems: Battery Factory, Data Center, and Greenhouse Farming Business Ecosystems: A Knowledge-based Scoping Review for Strategic Industrial Foresight Processes in Finland. In L. Uden & I. Varlamis (Eds.), Knowledge Management in Organisations: 20th International Conference, KMO 2026, Manila, Philippines, August 24–27, 2026, Proceedings (pp. 139–154). Springer. https://doi.org/10.1007/978-3-032-34189-1_12
dc.identifier.isbn978-3-032-34189-1
dc.identifier.urihttps://osuva.uwasa.fi/handle/11111/21297
dc.identifier.urnURN:NBN:fi-fe20260915125861
dc.language.isoen
dc.publisherSpringer
dc.relation.conferenceInternational Conference on Knowledge Management in Organizations (KMO)
dc.relation.doihttps://doi.org/10.1007/978-3-032-34189-1_12
dc.relation.isbn978-3-032-34188-4
dc.relation.ispartofKnowledge Management in Organisations: 20th International Conference, KMO 2026, Manila, Philippines, August 24–27, 2026, Proceedings
dc.relation.ispartofjournalCommunications in computer and information science
dc.relation.issn1865-0937
dc.relation.issn1865-0929
dc.relation.urlhttps://doi.org/10.1007/978-3-032-34189-1_12
dc.relation.urlhttps://urn.fi/URN:NBN:fi-fe20260915125861
dc.relation.volume3105
dc.rightshttps://creativecommons.org/licenses/by/4.0/
dc.rights.copyright© 2026 Authors. This self-archived version has been made available under the organisation's prior license model and under the Creative Commons Attribution (CC BY 4.0) licence.
dc.source.identifier2-s2.0-105047315069
dc.source.identifierb207c2a2-f91f-47f5-9e22-9ef8ba377140
dc.source.metadataSoleCRIS
dc.subjectDigital Twins
dc.subjectEnergy industry
dc.subjectKnowledge management
dc.subjectScoping review
dc.subjectData center business innovation ecosystem
dc.subjectBattery factory innovation ecosystem
dc.subjectGreenhouse farming innovation ecosystem
dc.subject.disciplinefi=School of Technology and Innovations|en=School of Technology and Innovations|
dc.titleDigital Twins in the Energy Industry and Emerging Three Innovation Ecosystems: Battery Factory, Data Center, and Greenhouse Farming Business Ecosystems: A Knowledge-based Scoping Review for Strategic Industrial Foresight Processes in Finland
dc.type.okmfi=A4 Vertaisarvioitu artikkeli konferenssijulkaisussa|en=A4 Article in conference proceedings (peer-reviewed)|
dc.type.publicationarticle
dc.type.versionacceptedVersion

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