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Digital Twin Finite Element Model for Fault Diagnosis of Rotor System
  • Lee, Dongmin ;
  • Park, Cheonha ;
  • Kim, Chang Wan ;
  • Jung, Joon Ha ;
  • Oh, Hyunseok
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Publication Year
2023-01-01
Publisher
Korean Society of Mechanical Engineers
Citation
Transactions of the Korean Society of Mechanical Engineers, A, Vol.47, pp.401-408
Keyword
Digital TwinFinite Element AnalysisMisalignmentModel CalibrationUnbalance
Mesh Keyword
Faults diagnosisFinite element analyseFinite element modelling (FEM)Force equationsMaterial boundariesMisalignmentModel calibrationRotor systemsUnbalanceVibration data
All Science Classification Codes (ASJC)
Mechanical Engineering
Abstract
This study describes the development of a digital twin finite element (FE) model for rotor systems. The FE model incorporates the shape of the rotor system, material properties, and boundary conditions when the rotor system operates normally. Disk mass imbalance and angular misalignment are expressed in the form of a force equation. The vibration of the testbed is calculated using the FE model by incorporating the force equation. The FE model is calibrated by adjusting the bearing support stiffness and bending coupling coefficient to minimize the discrepancy between vibration data from the testbed and simulation model. The validity of the model is verified by comparing the vibration data from the newly acquired testbed with those of the calculated FE model. The developed FE model can alleviate the problem of data absence or data imbalance for fault diagnosis of actual rotor system.
Language
eng
URI
https://dspace.ajou.ac.kr/dev/handle/2018.oak/33589
DOI
https://doi.org/10.3795/ksme-a.2023.47.5.401
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Type
Article
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