TY - JOUR
T1 - Integrating MBD with BOM for consistent data transformation during lifecycle synergetic decision-making of complex products
AU - Zhao, Xin
AU - Wei, Shuangshuang
AU - Ren, Shan
AU - Cai, Weihua
AU - Zhang, Yingfeng
N1 - Publisher Copyright:
© 2024
PY - 2024/8
Y1 - 2024/8
N2 - Model-based definition (MBD) can be applied to normalized define and associate the whole lifecycle data of complex products by a three-dimensional (3D) digital model, which can further provide single data source for bill of material (BOM) transforming of different lifecycle stages. Therefore, a promising application combining MBD and BOM is to ensure the accuracy and completeness of information during various BOM transformation, and to provide consistent and reliable data support for lifecycle synergetic decision-making. However, the studies in the above field are facing many challenges. For example, the research and application of MBD in the whole lifecycle is still in its infancy. MBD and BOM are studied separately, and the overall solution that integrates these two pillars for lifecycle synergetic decision-making is almost vacant. A novel approach for consistent lifecycle data transformation is proposed to address these challenges. First, an overall conceptual framework is developed to show how the approach can be implemented. Second, a unified lifecycle data representation method with the MBD main-domain dataset is proposed. Third, based on the single data source from MBD dataset, xBOM multi-view transforming are realised by designing a set of mapping models and rules. Finally, an applicable scenario for an electric multiple units (EMU) bogie is presented to illustrate the effectiveness of the proposed approach. The result shows that the proposed approach can provide significant potential for industrial practitioners to carry out synergetic and optimal decision-making in the whole lifecycle management processes.
AB - Model-based definition (MBD) can be applied to normalized define and associate the whole lifecycle data of complex products by a three-dimensional (3D) digital model, which can further provide single data source for bill of material (BOM) transforming of different lifecycle stages. Therefore, a promising application combining MBD and BOM is to ensure the accuracy and completeness of information during various BOM transformation, and to provide consistent and reliable data support for lifecycle synergetic decision-making. However, the studies in the above field are facing many challenges. For example, the research and application of MBD in the whole lifecycle is still in its infancy. MBD and BOM are studied separately, and the overall solution that integrates these two pillars for lifecycle synergetic decision-making is almost vacant. A novel approach for consistent lifecycle data transformation is proposed to address these challenges. First, an overall conceptual framework is developed to show how the approach can be implemented. Second, a unified lifecycle data representation method with the MBD main-domain dataset is proposed. Third, based on the single data source from MBD dataset, xBOM multi-view transforming are realised by designing a set of mapping models and rules. Finally, an applicable scenario for an electric multiple units (EMU) bogie is presented to illustrate the effectiveness of the proposed approach. The result shows that the proposed approach can provide significant potential for industrial practitioners to carry out synergetic and optimal decision-making in the whole lifecycle management processes.
KW - Bill of material
KW - Consistent data transformation
KW - Lifecycle data
KW - Model-based definition
KW - Synergetic decision-making
UR - http://www.scopus.com/inward/record.url?scp=85188619134&partnerID=8YFLogxK
U2 - 10.1016/j.aei.2024.102491
DO - 10.1016/j.aei.2024.102491
M3 - 文章
AN - SCOPUS:85188619134
SN - 1474-0346
VL - 61
JO - Advanced Engineering Informatics
JF - Advanced Engineering Informatics
M1 - 102491
ER -