Prediction of Load-Displacement Curve of 3D Warp Interlock Fabrics Using Intelligent Techniques  
Author Mengru Li

 
Co-Author(s) Peng Wang; Zhenglei He; Jie Luo

 
Abstract In this study, several data-driven models are developed to predict the load-displacement curves for better understanding the behaviour of 3DWIFs. Four different structures of 3DWIFs have been successfully fabricated using high molecular weight polyethylene (HMWP), aramid and hemp. Firstly, the 3DWIFs experimental data needs to be collected. The data will be used as the input for developing the models to predict the load vs. displacement curves of the exact experimental data points [7]. The fabricated 3DWIFs were analysed for their tensile strength, whereas their load-displacement curves were modelled and predicted empirically. A successful prediction of their load-displacement curve will greatly assist researchers in predicting the responses of such engineering materials and will reduce a significant number of materials and time to expedite the characterization.

 
Keywords
   
    Article #:  DSBFI23-136
 
Proceedings of 2nd ISSAT International Conference on Data Science in Business, Finance and Industry
January 8-10, 2023 - Da Nang, Vietnam