Application of neural networks to rubber formulation |
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DOI: |
Key Words: rubber;artificial neural networks;formulation |
Author Name | Affiliation | ZENG Hai-quan | Shenyang Institute of Chemical Technology | LUO Yue-gang | Shenyang University of Technology | LIAN Yong-xiang | Shenyang Institute of Chemical Technology |
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Abstract: |
Based on experimental data,a mathematical model for the relationship between the phy sical properties of vulcanizate and the composition of rubber compound was built with artif icial neural networks.The model was used to predict the properties of vulcanizates with different formulations,and the results of prediction showed no difference from the experimental data.The model could also be used to quantatively analyse the interaction among the formula components of the different vulcanizates with the same phy sical properties. |
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