Application of KNN and ANN Metamodeling for RTM Filling Process Prediction

Application of KNN and ANN Metamodeling for RTM Filling Process Prediction

Process simulation is frequently adopted to facilitate the optimization of the resin transfer molding process. However, it is computationally costly to simulate the multi-physical, multi-scale process, making it infeasible for applications involving huge datasets. In this study, the application of K...

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Bibliographic Details
Main Authors: Boon Xian Chai, Boris Eisenbart, Mostafa Nikzad, Bronwyn Fox, Ashley Blythe, Kyaw Hlaing Bwar, Jinze Wang, Yuntong Du, Sergey Shevtsov
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Materials
Subjects:
numerical analysis
process simulation
resin transfer molding (RTM)
resin flow
Online Access:https://www.mdpi.com/1996-1944/16/18/6115

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https://www.mdpi.com/1996-1944/16/18/6115

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