• DocumentCode
    2794905
  • Title

    Application of improved ant colony algorithm in load distribution optimization of tandem cold rolling

  • Author

    Jiang, Wanlu ; Liu, Lizhi ; Wang, Yiqun ; Mao, Bo

  • Author_Institution
    Mech. Eng. Dept., Yanshan Univ., Qinhuangdao, China
  • fYear
    2011
  • fDate
    15-17 July 2011
  • Firstpage
    1070
  • Lastpage
    1075
  • Abstract
    Based on equipment parameters of a certain 1450 mm tandem cold rolling, the load distribution mode of proportional rolling force was employed and reduction distribution ratio of every engine frame was defined as ant colony optimization parameters on certain conditions. The optimal load distribution was obtained through loop computation of improved ant colony algorithm. Simulated results show that the improved ant colony algorithm has fast program execution, good astringency, accurate optimal value and can effectively prevent object function value from local minimum. This method can be applied to real manufacture as a new load distribution optimization method of tandem cold mill.
  • Keywords
    cold rolling; optimisation; rolling mills; ant colony loop computation; ant colony optimization; engine frame; load distribution optimization; proportional rolling force; reduction distribution ratio; size 1450 mm; tandem cold mill; tandem cold rolling; Algorithm design and analysis; Ant colony optimization; Cities and towns; Force; Optimization; Steel; Strips; ant colony optimization; rolling load distribution; tandem cold rolling;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Mechanic Automation and Control Engineering (MACE), 2011 Second International Conference on
  • Conference_Location
    Hohhot
  • Print_ISBN
    978-1-4244-9436-1
  • Type

    conf

  • DOI
    10.1109/MACE.2011.5987119
  • Filename
    5987119