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Digital twins and Internet of Things for monitoring and predicting the technical condition of bridges within the Industry 5.0 concept

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dc.contributor.authorProtas, R.S.
dc.contributor.authorПоночовний, Юрій Леонідович
dc.date.issued2026
dc.descriptionPonochovnyi Y., Protas R. Digital twins and Internet of Things for monitoring and predicting the technical condition of bridges within the Industry 5.0 concept. Proceedings of the IV International Scientific and Practical Conference. Krakow, Poland. 2026. Pp. 13-23 URL: https://isg-konf.com/interdisciplinary-research-trends-synergies-and-practical-applications/
dc.description.abstractBridges are critical elements of transport infrastructure, and their safe operation requires continuous condition assessment. Traditional visual inspections are subjective and often fail to detect hidden defects at an early stage. This paper analyzes the integration of the Internet of Things (IoT) and digital twins for monitoring and predicting the technical condition of bridges within the Industry 5.0 concept, which prioritizes human-centricity, sustainability, and resilience. The study systematizes the architecture of an integrated IoT–digital twin system, covering sensor layers, edge computing, data acquisition, storage, the digital twin core (BIM/GIS, FEM, model updating), AI/ML analytics, decision support, and closed-loop feedback. It also considers specific features of digital twin creation for new and existing bridges and reviews international implementation examples. Key barriers are identified: high sensor costs, heterogeneous data and interoperability problems, AI false alarms, missing BIM for old bridges, sensor reliability, cybersecurity, limited long-term data, and the human-in-the-loop factor. The proposed approach supports the transition from periodic inspections to continuous digital monitoring and predictive maintenance of bridge infrastructure
dc.identifier.citationPonochovnyi Y., Protas R. Digital twins and Internet of Things for monitoring and predicting the technical condition of bridges within the Industry 5.0 concept. Proceedings of the IV International Scientific and Practical Conference. Krakow, Poland. 2026. Pp. 13-23 URL: https://isg-konf.com/interdisciplinary-research-trends-synergies-and-practical-applications/
dc.identifier.otherdoi.org/10.46299/ISG.2026.2.4
dc.identifier.urihttps://dspace.pdau.edu.ua/handle/123456789/22526
dc.language.isoen
dc.publisherIV International scientific and practical conference “Interdisciplinary research: trends, synergies, and practical applications” (September 29 – October 02, 2026) Krakow, Poland. International Science Group
dc.subjectdigital twin
dc.subjectInternet of Things
dc.subjectbridge infrastructure
dc.subjectstructural health monitoring
dc.subjectIndustry 5.0
dc.subjectpredictive maintenance
dc.subjectartificial intelligence
dc.subjectBIM
dc.subjectdecision support
dc.subjectsustainability
dc.titleDigital twins and Internet of Things for monitoring and predicting the technical condition of bridges within the Industry 5.0 concept
dc.typeThesis
dspace.entity.typePublication
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