Product-part level digital twin modeling method for digital thread framework. (May 2023)

• Record Type: Journal Article
• Authors: Jiang, Linbei; Su, Shaohui; Pei, Xin; Chu, Changyong; Yuan, Yiming; Wang, Kuan
• Is Part Of: Computers & industrial engineering. Volume 179(2023)
• Publication Date: 2023-05
• Subjects: Digital twin -- Full lifecycle management -- Digital thread -- Smart manufacturing; Engineering -- Data processing -- Periodicals; Industrial engineering -- Periodicals; 620.00285
• DOI: 10.1016/j.cie.2023.109168
• Languages: English
• ISSNs: 0360-8352

Abstract

Highlights: Complements the theory of digital twin modeling methods for parts. For the entire life cycle of a part rather than a single stage. A multi-object-oriented approach to digital twin modeling. Abstract: Digital twin (DT) is not only a core technology of smart manufacturing but also a dynamic intelligent system. By organically combining virtual and realistic models with multiple data sources, DT is used in monitoring product operation status and in predicting product life. A systematic modeling method with high fidelity, punctuality, and efficiency has an important meaning to DT model. However, most of the current DT modeling approaches focus on individual objects and individual aspects of products, and lack of modeling approaches for the whole life cycle and multiple objects, which is not conducive to the mining and utilization of data from all aspects of products. On account of this, a part-level DT modeling approach is proposed based on PLM/PDM theory, integrating the property model, the process model, the simulation model, and the feedback model within a digital thread communication framework, with their modeling methods and application algorithms investigated separately. The results of the Part Digital Twin Model (PDTM) are presented by virtue of a visualization platform. There is interaction among customers, designers, and processors throughout the entire system, ensuring real-time monitoring of product manufacturing process. Finally, a test case of hanging axle is implemented, aiming at validating the proposed part-level DT modeling method. According to the result of this case, the proposed method in this paper can be used in generating the property of hanging axle, and giving real-time monitoring to the whole lifecycle of hanging axle, thereby demonstrating its feasibility.