دورية أكاديمية
Multi-domain data integration and management for enhancing service-oriented digital twin for infrastructure operation and maintenance
| العنوان: | Multi-domain data integration and management for enhancing service-oriented digital twin for infrastructure operation and maintenance |
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| المؤلفون: | Liu Liu, Ningshuang Zeng, Yan Liu, Daguang Han, Markus König |
| المصدر: | Developments in the Built Environment, Vol 18, Iss , Pp 100475- (2024) |
| بيانات النشر: | Elsevier, 2024. |
| سنة النشر: | 2024 |
| المجموعة: | LCC:Engineering (General). Civil engineering (General) LCC:Building construction |
| مصطلحات موضوعية: | Digital twin, Multi-domain data integration, Service-oriented design, Infrastructure, Operation and maintenance, Engineering (General). Civil engineering (General), TA1-2040, Building construction, TH1-9745 |
| الوصف: | The evolution from Building Information Modelling (BIM) to Digital Twins (DT) marks a shift from static models to dynamic data-centric representations. Using DT can improve Infrastructure Operation and Maintenance (IOM) through prompt and comprehensive data, especially by providing services and value-added features. However, developing this service-oriented digital twin (SoDT) for IOM faces challenges due to data heterogeneity, fragmentation, and interoperability issues across various systems used by different asset authorities. This paper develops a service-oriented digital twin framework for IOM (SoDT-IOM), which focuses on multi-domain data integration and IOM service-oriented design. Service-oriented DT components and data integration mechanisms are developed, and an individual-multiple interacted data repository for IOM services is designed. Two-stage industrial interviews are conducted, and two use cases are illustrated to evaluate the functionality and efficacy of the framework. The evaluation results reveal that implementing a SoDT-IOM framework encounters challenges related to cost and data security; however, it is appreciated for its capacity to improve decision-making and collaboration with linked, accurate and timely data. This paper proposes further design requirements and implementation recommendations for SoDT of asset management from both technical and managerial perspectives. |
| نوع الوثيقة: | article |
| وصف الملف: | electronic resource |
| اللغة: | English |
| تدمد: | 2666-1659 |
| Relation: | http://www.sciencedirect.com/science/article/pii/S266616592400156X; https://doaj.org/toc/2666-1659 |
| DOI: | 10.1016/j.dibe.2024.100475 |
| URL الوصول: | https://doaj.org/article/c4ee1b97a96148e1bed70ef08c436240 |
| رقم الأكسشن: | edsdoj.4ee1b97a96148e1bed70ef08c436240 |
| قاعدة البيانات: | Directory of Open Access Journals |
Full Text Finder | تدمد: | 26661659 |
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| DOI: | 10.1016/j.dibe.2024.100475 |