From supply chains towards manufacturing ecosystems: A system dynamics model

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dc.contributor.authorKazantsev, Nikolai
dc.contributor.authorPetrovskyi, Oleksii
dc.contributor.authorMüller, Julian
dc.date.accessioned2024-09-16T10:29:42Z
dc.date.available2024-09-16T10:29:42Z
dc.date.issued2023
dc.description.abstractRapid market changes call for demand-driven collaborations in manufacturing, which trigger supply chain evolution to more distributed supply structures. This paper explores the system dynamics of the largest European aerospace manufacturer’s supply chain. We conceptualise a manufacturing ecosystem by observing the impacts of supplier development, digital platforms, smart contracting, and Industry 4.0 on demand-driven collaborations in time. We contribute to the literature on ecosystem strategy, particularly for regulated industries, by disclosing the role of demand-driven collaborations in supporting the ecosystems’ growth. We provide manufacturing firms with an open-access tool to exemplify their ecosystem development and produce initial training datasets for AI/ML algorithms, supporting further analytics.en_US
dc.identifier.citationKazantsev N. From supply chains towards manufacturing ecosystems: A system dynamics model / Nikolai Kazantsev, Oleksii Petrovskyi, Julian M. Müller // Technological Forecasting and Social Change. - 2023. - Vol. 197. - Article number 122917. - https://doi.org/10.1016/j.techfore.2023.122917en_US
dc.identifier.issn0040-1625
dc.identifier.urihttps://doi.org/10.1016/j.techfore.2023.122917
dc.identifier.urihttps://ekmair.ukma.edu.ua/handle/123456789/31573
dc.language.isoenen_US
dc.relation.sourceTechnological Forecasting and Social Changeen_US
dc.statusfirst published uk_UA
dc.subjectdemand-driven collaborationen_US
dc.subjectSMEen_US
dc.subjectsystem dynamicsen_US
dc.subjectmanufacturing ecosystemen_US
dc.subjectaerospace industry 4.0en_US
dc.subjectarticleen_US
dc.titleFrom supply chains towards manufacturing ecosystems: A system dynamics modelen_US
dc.typeArticle uk_UA
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