• DocumentCode
    2981801
  • Title

    An application of IPA approach on the optimization of a mining port stockyard system

  • Author

    Ayu, Media A. ; Cardew-Hall, Michael

  • Author_Institution
    Dept. of Eng., Australian Nat. Univ., Canberra, ACT, Australia
  • fYear
    2002
  • fDate
    2002
  • Firstpage
    264
  • Lastpage
    269
  • Abstract
    In this research a stockyard system of a mining operation was analyzed using backward analysis. The system was decomposed into two sub-systems : sub-system 1 modelled the outflow from the stockyard and sub-system 2 the inflow. The Perturbation Analysis Robbins Monro Single Run (PARMSR) algorithm was applied in the optimization of sub-system 1 and rules devised to determining optimal operating condition in sub-system 2. The results show that PARMSR algorithm applying IPA can be used to estimate the optimal cost function in subsystem 1 with a high level of confidence. Using the result from sub-system 1, sub-system 2 was analyzed based on rules devised to obtain an overall optimal result of the stockyard system. The overall results can be used to build an optimal operating management strategy of a stockyard system of a mining operation at certain set of stockyard capacity.
  • Keywords
    mining; optimisation; perturbation techniques; queueing theory; stock control; IPA approach; PARMSR algorithm; backward analysis; infinitesimal perturbation analysis; mining port stockyard system; optimal cost function; optimal operating condition; optimal operating management strategy; optimization; perturbation analysis Robbins Monro single run algorithm; queuing systems; stockyard inflow; stockyard outflow; Algorithm design and analysis; Availability; Conferences; Cost function; Information technology; Marine vehicles; Ores; Production systems; Queueing analysis; System performance;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Discrete Event Systems, 2002. Proceedings. Sixth International Workshop on
  • Print_ISBN
    0-7695-1683-1
  • Type

    conf

  • DOI
    10.1109/WODES.2002.1167698
  • Filename
    1167698