Tire Vulcanization Temperature Prediction Based on GMDH Neural Network |
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DOI: |
Key Words: tire;vulcanization;GMDH neural network;temperature measurement |
Author Name | Affiliation | XU Ling | Wuxi Institute of Commerce |
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Abstract: |
The difficulty of temperature measurement for vulcanization process,and the arithmetic and construction of GMDH neural network were introduced.The temperature inside tire was predicted by using GMDH neural network,and compared with the prediction of BP neural network.The results showed that GMDH neural network had higher accuracy of temperature prediction,and was very efficient for nonlinear data.The GMDH neural network method could provide strong support to vulcanization process control and building-up of nondestructive temperature measurement method for tire production. |
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