Skip to main content
placeholder image

High-precision prediction of rolling load of finishing stands with neural networks

Journal Article


Abstract


  • On the basis of the measuring data of the 2050 mm hot strip mill, the neural networks are used for predicting rolling load instead of traditional models for presetting finishing stands. The input of networks and training data are analyzed and some methods for improving the precision of prediction are proposed. In order to meet the field requirement of steel works, a proposal for the application of predicting rolling load of finishing stands with neural networks is given.

Publication Date


  • 1998

Citation


  • Lu, C., Wang, G., Liu, X., Jiang, Z., Zhu, H., Yuan, J., & Xie, Q. (1998). High-precision prediction of rolling load of finishing stands with neural networks. Kang T'ieh/Iron and Steel (Peking), 33(3), 33-20.

Scopus Eid


  • 2-s2.0-0032277828

Web Of Science Accession Number


Start Page


  • 33

End Page


  • 20

Volume


  • 33

Issue


  • 3

Abstract


  • On the basis of the measuring data of the 2050 mm hot strip mill, the neural networks are used for predicting rolling load instead of traditional models for presetting finishing stands. The input of networks and training data are analyzed and some methods for improving the precision of prediction are proposed. In order to meet the field requirement of steel works, a proposal for the application of predicting rolling load of finishing stands with neural networks is given.

Publication Date


  • 1998

Citation


  • Lu, C., Wang, G., Liu, X., Jiang, Z., Zhu, H., Yuan, J., & Xie, Q. (1998). High-precision prediction of rolling load of finishing stands with neural networks. Kang T'ieh/Iron and Steel (Peking), 33(3), 33-20.

Scopus Eid


  • 2-s2.0-0032277828

Web Of Science Accession Number


Start Page


  • 33

End Page


  • 20

Volume


  • 33

Issue


  • 3