Computer and Modernization ›› 2011, Vol. 1 ›› Issue (11): 11-4.doi: 10.3969/j.issn.1006-2475.2011.11.004

• 算法分析与设计 • Previous Articles     Next Articles

Predictive Model of Aluminium Strip’s Crown at Hot Tandem Rolling Mill’s Finisher Delivery Based on BP Network

HU Wei   

  1. Ganzhou Gold Rings Magnetic Separation Equipment Co. Ltd, Ganzhou 341000, China
  • Received:2011-09-30 Revised:1900-01-01 Online:2011-11-28 Published:2011-11-28

Abstract: “ 1+4 ” aluminum hot tandem rolling mill is a complicated system extremely. In order to predict crown of aluminum strip of the finisher delivery more accurately, this paper puts forward a method of timelapse loop BP network to forecast the sequencing crown, and the reconfiguration of BP network is trained with LM algorithm. With a large number of test data gathered by onthespot experiment and analysis, simulation experiment indicates the predictive precision of relative crown(%) of strip can reach 0.01%, effectivenes and superiority is proved.

Key words: aluminum strip hot tandem rolling mill, crown of strip, timelapse feedback BP network, LM algorithm, prediction of sequence