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Digital twinning for ports: from characterization to operations’ modelling
Swedish National Road and Transport Research Institute, Society, environment and transport, Traffic analysis and logistics. Kommunikations- och transportsystem, Linköpings universitet, Sverige.ORCID iD: 0000-0001-6956-7695
2024 (English)Licentiate thesis, comprehensive summary (Other academic)
Abstract [en]

Ports are actively pursuing greater operational efficiency to effectively handle the increasing global flow of goods, while striving to improve the energy efficiency of their operations to comply with new environmental regulations. As a result, innovation-leading ports have begun to recognize the potential of digital twins to overview, coordinate and optimize port processes, resulting in energy savings, and reductions of costs and of CO2 emissions. While digital twins have gained momentum in other domains such as smart manufacturing and aerospace, their adoption in ports has been comparatively slow. This can be explained, among other things, by the multi-stakeholder nature of the port and the high complexity of the often interconnected port processes. Thus, this thesis, grounded in the context of ports, discusses what constitutes a digital twin, proposes characteristics to assess the maturity of existing digital twins, and introduces and evaluates mathematical models to support a key port process, which can be used as components of a digital twin for the port.

Abstract [sv]

Hamnar strävar aktivt efter ökad operativ effektivitet för att hantera den ökande globala varuflödet, samtidigt som de strävar efter att förbättra energieffektiviteten. Som ett resultat har ledande hamnar börjat se potentialen hos digitala tvillingar för att skapa överblick samt koordinera och optimera processer i hamnen. Målet med användningen av digitala tvillingar är energibesparingar samt minskning av kostnader och CO2-utsläpp. Medan digitala tvillingar har använts inom andra områden såsom tillverknings-, flyg- och rymdindustrin, har införandet i hamnar varit jämförelsevist långsamt. Detta kan förklaras, bland annat, av hamnens många olika involverade aktörer och den höga komplexiteten i de ofta sammanlänkade hamnprocesserna. Därför fokuserar denna avhandling, med utgångspunkt i hamnkontexten, vad som utgör en digital tvilling, presenterar egenskaper för olika mognadsnivåer hos befintliga digitala tvillingar, och introducerar samt utvärderar matematiska modeller som kan bli delkomponenter i en digital tvilling för hamnen.

Place, publisher, year, edition, pages
Linköping: Linköping University Electronic Press, 2024. , p. 35
Series
Linköping Studies in Science and Technology. Licentiate Thesis, ISSN 0280-7971
Keywords [en]
Digital twins, Ports, Operational efficiency, Collaborative decision-making, Port decarbonization
National Category
Transport Systems and Logistics Computer Sciences
Identifiers
URN: urn:nbn:se:vti:diva-20523DOI: 10.3384/9789180755726ISBN: 9789180755719 (print)ISBN: 9789180755726 (electronic)OAI: oai:DiVA.org:vti-20523DiVA, id: diva2:1848826
Presentation
2024-03-22, K3, Kåkenhus, Campus Norrköping, 10:15 (English)
Opponent
Supervisors
Funder
Swedish Transport Administration, 2019.2.2.16Available from: 2024-04-04 Created: 2024-04-04 Last updated: 2024-04-08Bibliographically approved
List of papers
1. Digital Twins for Ports: Derived From Smart City and Supply Chain Twinning Experience
Open this publication in new window or tab >>Digital Twins for Ports: Derived From Smart City and Supply Chain Twinning Experience
2023 (English)In: IEEE Access, E-ISSN 2169-3536, Vol. 11, p. 71777-71799Article in journal (Refereed) Published
Abstract [en]

Ports are striving for innovative technological solutions to cope with the ever-increasing growth of transport, while at the same time improving their environmental footprint. An emerging technology that has the potential to substantially increase the efficiency of the multifaceted and interconnected port processes is the digital twin. Although digital twins have been successfully integrated in many industries, there is still a lack of cross-domain understanding of what constitutes a digital twin. Furthermore, the implementation of the digital twin in complex systems such as the port is still in its infancy. This paper attempts to fill this research gap by conducting an extensive cross-domain literature review of what constitutes a digital twin, keeping in mind the extent to which the respective findings can be applied to the port. It turns out that the digital twin of the port is most comparable to complex systems such as smart cities and supply chains, both in terms of its functional relevance as well as in terms of its requirements and characteristics. The conducted literature review, considering the different port processes and port characteristics, results in the identification of three core requirements of a digital port twin, which are described in detail. These include situational awareness, comprehensive data analytics capabilities for intelligent decision making, and the provision of an interface to promote multi-stakeholder governance and collaboration. Finally, specific operational scenarios are proposed on how the port's digital twin can contribute to energy savings by improving the use of port resources, facilities and operations.

Place, publisher, year, edition, pages
IEEE, 2023
Keywords
Digital twin, IoT, smart city, smart port, supply chain, INTEGRATED BERTH ALLOCATION, QUAY CRANE ASSIGNMENT, ENERGY MANAGEMENT, DECISION-SUPPORT, CHALLENGES, TECHNOLOGIES, SYSTEM, OPERATIONS, EFFICIENCY, LOGISTICS
National Category
Transport Systems and Logistics
Identifiers
urn:nbn:se:vti:diva-19834 (URN)10.1109/ACCESS.2023.3295495 (DOI)001035836900001 ()2-s2.0-85164811315 (Scopus ID)
Funder
Swedish Transport Administration, 2019.2.2.16
Available from: 2023-08-16 Created: 2023-08-16 Last updated: 2024-04-04Bibliographically approved
2. Digital Twins' Maturity: The Need for Interoperability
Open this publication in new window or tab >>Digital Twins' Maturity: The Need for Interoperability
2023 (English)In: IEEE Systems Journal, ISSN 1932-8184, E-ISSN 1937-9234Article in journal (Refereed) Epub ahead of print
Abstract [en]

Digital twins have gained tremendous momentum since their conceptualization over 20 years ago, as more and more domains discover their value in driving efficiencies and reducing costs, while enabling technologies continue to advance. Originally aimed at product optimization and intelligent manufacturing, the range of applications for digital twins now spans entire complex, often highly interconnected systems such as ports, cities, and supply chains. Despite the increasing demand for sophisticated digital twinning solutions across all domains and scopes, their development is often still constrained by differing definitions, different understandings of their functional scope and design, and a lack of concrete methodology toward implementing a comprehensive digital twinning solution. Although there are already papers that evaluate the capabilities of existing digital twinning solutions on the basis of maturity levels, these usually consider the object to be twinned in isolation and are often domain-specific. With this article we address exactly this gap discussing how interoperability of digital twins can break physical boundaries of an isolated system, enabling system of systems joint optimization. We therefore consider interoperable digital twins to be the most mature twinning platforms, thus, we discuss in detail six digital twin maturity levels, departing from the interrelated contexts of ports, cities, and supply chains. Examples drawn from these domains demonstrate the need for interoperability toward optimizing processes and systems in realistic contexts, rather than in assumed isolation. 

Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers (IEEE), 2023
Keywords
Digital twin (DT) maturity, interoperability, smart cities, ports, supply chains
National Category
Computer Sciences
Identifiers
urn:nbn:se:vti:diva-20137 (URN)10.1109/jsyst.2023.3340422 (DOI)001129770400001 ()2-s2.0-85181555264 (Scopus ID)
Funder
Swedish Transport Administration, 2019.2.2.16EU, Horizon Europe, 101057779
Available from: 2024-01-16 Created: 2024-01-16 Last updated: 2024-04-04Bibliographically approved

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Klar, Robert

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