Performance Prediction Software of Rubber Formulation Based on BP Neural Networks |
Received:September 18, 2017 Revised:September 18, 2017 |
DOI: |
Key Words: artificial neural network;rubber formulation;performance prediction;Matlab GUI |
Author Name | Affiliation | E-mail | HUANG Le* | Guangzhou Mechanical Engineering Research Institute Co.,Ltd | huangle27@163.com | TAN Feng | Guangzhou Mechanical Engineering Research Institute Co.,Ltd | | XIAO Fengliang | Guangzhou Mechanical Engineering Research Institute Co.,Ltd | |
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Abstract: |
Using Matlab neural network toolbox,graphical user interface and BP neural network,the performance prediction software of rubber formulation was developed.A friendly graphical user interface was designed to input the relevant parameters and output analysis results easily.This software can run independently without Matlab environment.It had the training and preserving functions of new neural network,and could be upgraded continuously in use.The validity of its predicted results was verified by a group of test data.This software possessed strong portability,and was convenient to use and had good engineering application value. |
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