TY - GEN
T1 - Benchmark Comparison Data Fusion-Driven Support Resource Demand Modeling and Analysis Method
AU - Yang, Fan
AU - Jia, Zhiyu
AU - He, Jingjing
N1 - Publisher Copyright:
© 2025 IEEE.
PY - 2025
Y1 - 2025
N2 - Maintenance support resource is the material basis of support system, and the adequacy directly affects the integrity of equipment readiness and efficiency. Based on similar theory, this study focuses on the analysis of equipment system support resource. Combining the concept and influence factors of spare part and support equipment demand, the composition of support resource benchmark comparison system (BCS) is summarized. A data model of support resource analysis based on knowledge graph (KG) is constructed based on benchmark comparison data. Comprehensive consideration the rule-based method, benchmark comparison data is used for spare part and support equipment demand analysis, and a data fusion-driven analysis method of spare part and support equipment demand is proposed. The method effectively utilizes the multi-source historical data of support resource and improves the accuracy and efficiency of support analysis.
AB - Maintenance support resource is the material basis of support system, and the adequacy directly affects the integrity of equipment readiness and efficiency. Based on similar theory, this study focuses on the analysis of equipment system support resource. Combining the concept and influence factors of spare part and support equipment demand, the composition of support resource benchmark comparison system (BCS) is summarized. A data model of support resource analysis based on knowledge graph (KG) is constructed based on benchmark comparison data. Comprehensive consideration the rule-based method, benchmark comparison data is used for spare part and support equipment demand analysis, and a data fusion-driven analysis method of spare part and support equipment demand is proposed. The method effectively utilizes the multi-source historical data of support resource and improves the accuracy and efficiency of support analysis.
KW - benchmark comparison system
KW - data fusion
KW - knowledge graph
KW - maintenance support resource analysis
UR - https://www.scopus.com/pages/publications/105030051507
U2 - 10.1109/ICRMS65480.2025.00070
DO - 10.1109/ICRMS65480.2025.00070
M3 - 会议稿件
AN - SCOPUS:105030051507
T3 - Proceedings - 2025 16th International Conference on Reliability, Maintainability and Safety, ICRMS 2025
SP - 371
EP - 375
BT - Proceedings - 2025 16th International Conference on Reliability, Maintainability and Safety, ICRMS 2025
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 16th International Conference on Reliability, Maintainability and Safety, ICRMS 2025
Y2 - 27 July 2025 through 30 July 2025
ER -