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Evaluation framework for domain-specific digital twin platforms.

Tang, Z., Zhuang, D. and Zhang, J., 2025. Evaluation framework for domain-specific digital twin platforms. Scientific Reports, 15, 10544.

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DOI: 10.1038/s41598-024-82154-8

Abstract

As digital twin (DT) applications continue to proliferate across diverse industries, a noticeable gap exists in the availability of evaluation methods or frameworks to aid in the selection and development of DT platforms, particularly for Domain-Specific applications. To address this gap, this paper proposes a comprehensive evaluation framework for DT platforms, with a focus on Domain-Specific applications. The framework uses the Best-Worst Method and Fuzzy Comprehensive Evaluation method (BWM-FCE) to assess the performance, user experience, and economic effects of DT platforms. The proposed framework is applied to a case study of a high-speed train DT platform and compared with other evaluation methods AHP(Analytic Hierarchy Process) and BWM-SPA (Best-Worst Method-Set Pair Analysis). The results demonstrate the feasibility and effectiveness of the proposed framework and highlight its potential for guiding the development and selection of DT platforms for Domain-Specific applications.

Item Type:Article
ISSN:2045-2322
Uncontrolled Keywords:BWM-FCE; Digital twin platforms; Domain-specific digital twin; Evaluation framework; Fuzzy comprehensive evaluation
Group:Faculty of Media & Communication
ID Code:40919
Deposited By: Symplectic RT2
Deposited On:03 Apr 2025 11:53
Last Modified:03 Apr 2025 11:53

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