• DocumentCode
    507019
  • Title

    Application of Dynamic Programming Method in CARD Based on Fuzzy Self-Adaptive Control

  • Author

    Wang Jianguo ; Li Rui ; Lv Lihua ; Ren Sulong

  • Author_Institution
    Sch. of Autom. Eng., Northeast Dianli Univ., Jilin, China
  • Volume
    4
  • fYear
    2009
  • fDate
    14-16 Aug. 2009
  • Firstpage
    248
  • Lastpage
    252
  • Abstract
    Concerning the virtual working situation of a steel mill, an arithmetic theory based on fuzzy self-adaptation is proposed to the computer-aided pass design (CARD) system, which transforms the multi-objective functions under the identical constraints to a single target function, and uses the variable step-size dynamic programming algorithm to carry out the optimization of the pass rolls. The results of the actual application indicated that the quality of various rolling regulations designed by this CARD system is higher than the original site regulations obviously, the total energy consumption of rolling various wire rods production has been reduced from 1% to 5%, and the tensility between rolls reduced by 10%, which implements continuous rolling with micro tensility under the load balance.
  • Keywords
    CAD; adaptive control; dynamic programming; fuzzy control; production engineering computing; rolling; CARD; computer-aided pass design system; fuzzy self-adaptive control; multiobjective functions; total energy consumption; variable step-size dynamic programming algorithm; wire rods production; Algorithm design and analysis; Application software; Constraint theory; Digital arithmetic; Dynamic programming; Fuzzy control; Fuzzy systems; Heuristic algorithms; Milling machines; Steel; CARD; dynamic programming method; fuzzy multi-objective; self-adaptive;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery, 2009. FSKD '09. Sixth International Conference on
  • Conference_Location
    Tianjin
  • Print_ISBN
    978-0-7695-3735-1
  • Type

    conf

  • DOI
    10.1109/FSKD.2009.324
  • Filename
    5359146