• DocumentCode
    1257005
  • Title

    Scheduling of Major Investments for a Steam-Generating Unit Using a Stochastic Model

  • Author

    Sakowicz, B. ; Stopczyk, M. ; Anders, G.J.

  • Author_Institution
    Dept. of Microelectron. & Comput. Sci., Tech. Univ. of Lodz, Lodz, Poland
  • Volume
    25
  • Issue
    3
  • fYear
    2010
  • Firstpage
    708
  • Lastpage
    714
  • Abstract
    This paper compares and analyzes the economics of alternative maintenance plans for generating stations. The usual life-cycle investment decisions for power plant equipment involve definition of alternative scenarios with specified refurbishment dates. The aim of the paper is to present a method for the selection of optimal investment dates that minimizes the life-cycle cost of the analyzed equipment. The system is introduced as a distributed web-based software application. The methodology based on combining evolutionary programming with Monte Carlo simulations is described and illustrated by a numerical example involving analysis of the optimal timing of new investments for refurbishment of a large generator at a thermal-generating plant.
  • Keywords
    Internet; Monte Carlo methods; maintenance engineering; power engineering computing; power generation economics; steam power stations; Monte Carlo simulations; distributed web-based software application; evolutionary programming; life-cycle investment decisions; maintenance plans; power plant equipment; steam-generating unit; stochastic model; thermal-generating plant; Asset management; Biological system modeling; Cost function; Generators; Genetic algorithms; Investments; Maintenance; Maintenance engineering; Optimization; Optimization methods; Power generation; Random variables; Stochastic processes; Timing; Evolutionary algorithms; genetic algorithms; life-cycle management (LCM); steam generator; stochastic optimization;
  • fLanguage
    English
  • Journal_Title
    Energy Conversion, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0885-8969
  • Type

    jour

  • DOI
    10.1109/TEC.2010.2053978
  • Filename
    5523923