Unit-oriented aeroengine assembly and test-run linkage framework: A data-driven complex network approach

doi:10.1016/j.jmsy.2026.05.015

Unit-oriented aeroengine assembly and test-run linkage framework: A data-driven complex network approach

2026-06-03

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DOI：10.1016/j.jmsy.2026.05.015

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Abstract

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• The proposed framework built on real data, validated by maintenance records. • Network and dynamics models achieve ≤2% error, accurately show assembly quality. • Unit assembly quality assessment reduces defects at source for mass production. • Bayesian model links unit combinations to full-machine performance outcomes. • Closed-loop framework reduces failures and rework, supporting future industry.

Keywords:

Aeroengine

Aeroengine unit

Assembly quality

Test-run

Complex network

Resilience

Data-driven

Unit-oriented aeroengine assembly and test-run linkage framework: A data-driven complex network approach

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