Modelling maintenance and repair costs using stochastic point processes for life cycle costing of repairable systems

被引:16
|
作者
Waghmode, Laxman Y. [1 ]
Sahasrabudhe, Anil D. [2 ]
机构
[1] Annasaheb Dange Coll Engn & Technol, Dept Mech Engn, Ashta, Sangli, India
[2] Coll Engn, Dept Mech Engn, Pune, Maharashtra, India
关键词
life cycle cost modelling; repairable systems; reliability modelling; stochastic point process; renewal process; minimal repair process; DESIGN; LCC; MANAGEMENT; FRAMEWORK; SELECTION; FACILITY; RAM;
D O I
10.1080/0951192X.2010.551783
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The objective of this article is to present a methodology based on reliability and maintainability (R & M) parameters for effective implementation of life cycle costing in design and procurement of repairable systems. For this purpose, a number of life cycle cost models developed over the years have been reviewed, the important life cycle stages for repairable systems are identified and a generalised model for life cycle cost analysis is first proposed. The mathematical equations have been formulated for the life cycle stages, such as acquisition, installation and commissioning, operation, maintenance and repair and disposal. The focus is mainly on modelling the maintenance and repair costs, which are the major elements of repairable system life cycle cost. To model maintenance and repair costs, the stochastic point process approach is employed. The lifetime of repairable system is modelled using a two parameter Weibull distribution. The expected number of failures are estimated based on the assumption that the number of replacements of the components in an interval (0, t) follow renewal process (RP) in the first case and minimal repair process in the second case. Based on the expected number of failures, the lifetime maintenance and repair costs are estimated for the RP and the minimal repair process. A methodology to decide whether a renewal approach or minimal repair approach should be planned for a particular component is also presented. The proposed technique is then illustrated through its application to a typical repairable system, namely an industrial pump and the results obtained are presented along with a review for future work. The proposed model is believed to be a simple way for system designers to estimate and compare the life cycle cost of their different design alternatives at system design stage using system R & M parameters.
引用
收藏
页码:353 / 367
页数:15
相关论文
共 41 条
  • [1] Reliability analysis of repairable systems using stochastic point processes
    Tan F.-R.
    Jiang Z.-B.
    Bai T.-S.
    [J]. Journal of Shanghai Jiaotong University (Science), 2008, 13 E (03) : 366 - 369
  • [2] Reliability Analysis of Repairable Systems Using Stochastic Point Processes
    谭芙蓉
    江志斌
    白同朔
    [J]. Journal of Shanghai Jiaotong University(Science), 2008, (03) : 366 - 369
  • [3] Modeling running and maintenance costs for life cycle costing applications in buildings
    Al-Hajj, A
    [J]. DURABILITY OF BUILDING MATERIALS AND COMPONENTS 8, VOLS 1-4, PROCEEDINGS, 1999, : 1699 - 1706
  • [4] Life cycle cost modelling using marked point processes
    Karyagina, M
    Wong, W
    Vlacic, L
    [J]. RELIABILITY ENGINEERING & SYSTEM SAFETY, 1998, 59 (03) : 291 - 298
  • [5] Stochastic modelling for the maintenance of life cycle cost of rails using Monte Carlo simulation
    Vandoorne, Rick
    Grabe, Petrus J.
    [J]. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART F-JOURNAL OF RAIL AND RAPID TRANSIT, 2018, 232 (04) : 1240 - 1251
  • [6] Costs Efficiency Evaluation using Life Cycle Costing as Strategic method
    Spickova, Marketa
    Myskova, Renata
    [J]. INTERNATIONAL SCIENTIFIC CONFERENCE: BUSINESS ECONOMICS AND MANAGEMENT (BEM2015), 2015, 34 : 337 - 343
  • [7] THE INFLUENCE OF COMMON BUSINESS MODELS ON DESIGN PROCESSES LIFE CYCLE AND MAINTENANCE COSTS OF PRODUCTS AND SYSTEMS
    Benfriha, Khaled
    Bouzid, Abdel-Hakim
    Wardle, Peter
    Deligant, Michael
    Benabid, Yacine
    Adjoul, Oussama
    [J]. 7TH INTERNATIONAL CONFERENCE INTEGRITY-RELIABILITY-FAILURE (IRF2020), 2020, : 683 - 692
  • [8] A GENERALIZED SEQUENTIAL PREVENTIVE MAINTENANCE POLICY FOR REPAIRABLE SYSTEMS WITH GENERAL RANDOM MINIMAL REPAIR COSTS
    SHEU, SH
    LIOU, CT
    [J]. INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 1995, 26 (03) : 681 - 690
  • [9] Method of modelling operation and maintenance processes in public transport systems using a certain class of stochastic processes
    Landowski, Bogdan
    [J]. 19TH INTERNATIONAL CONFERENCE DIAGNOSTICS OF MACHINES AND VEHICLES HYBRID MULTIMEDIA MOBILE STAGE, 2021, 332
  • [10] Modelling the life cycle costs of overhead contact line systems
    Aufschläger, Fritjof
    Stephan, Arnd
    Dölling, André
    [J]. eb - Elektrische Bahnen, 2021, 119 (05): : 190 - 200