In this paper, we consider a repair-cost limit replacement problem with imperfect repair and develop a graphical method to determine the optimal repair-cost limit which minimizes the expected cost per unit time in the steady-state, using the Lorenz transform of the underlying repair-cost distribution function. The method proposed can be applied to an estimation problem of the optimal repair-cost limit from empirical repair-cost data. Numerical examples are devoted to examine asymptotic properties of the non-parametric estimator for the optimal repair-cost limit.
Mots clés : repair-cost limit, imperfect repair, Lorenz transform, nonparametric estimation, maintenance policy
@article{RO_2001__35_1_21_0, author = {Dohi, T. and Othman, F. S. and Kaio, N. and Osaki, Sunji}, title = {The {Lorenz} transform approach to the optimal repair-cost limit replacement policy with imperfect repair}, journal = {RAIRO - Operations Research - Recherche Op\'erationnelle}, pages = {21--36}, publisher = {EDP-Sciences}, volume = {35}, number = {1}, year = {2001}, mrnumber = {1841812}, zbl = {0993.90031}, language = {en}, url = {http://www.numdam.org/item/RO_2001__35_1_21_0/} }
TY - JOUR AU - Dohi, T. AU - Othman, F. S. AU - Kaio, N. AU - Osaki, Sunji TI - The Lorenz transform approach to the optimal repair-cost limit replacement policy with imperfect repair JO - RAIRO - Operations Research - Recherche Opérationnelle PY - 2001 SP - 21 EP - 36 VL - 35 IS - 1 PB - EDP-Sciences UR - http://www.numdam.org/item/RO_2001__35_1_21_0/ LA - en ID - RO_2001__35_1_21_0 ER -
%0 Journal Article %A Dohi, T. %A Othman, F. S. %A Kaio, N. %A Osaki, Sunji %T The Lorenz transform approach to the optimal repair-cost limit replacement policy with imperfect repair %J RAIRO - Operations Research - Recherche Opérationnelle %D 2001 %P 21-36 %V 35 %N 1 %I EDP-Sciences %U http://www.numdam.org/item/RO_2001__35_1_21_0/ %G en %F RO_2001__35_1_21_0
Dohi, T.; Othman, F. S.; Kaio, N.; Osaki, Sunji. The Lorenz transform approach to the optimal repair-cost limit replacement policy with imperfect repair. RAIRO - Operations Research - Recherche Opérationnelle, Tome 35 (2001) no. 1, pp. 21-36. http://www.numdam.org/item/RO_2001__35_1_21_0/
[1] On Age Replacement and the Total Time on Test Concept. Scand. J. Statist. 6 (1979) 161-168. | MR | Zbl
,[2] The Total Time on Test Concept and Its Use in Reliability Theory. Oper. Res. 32 (1984) 596-607. | MR | Zbl
and ,[3] Relationship between Some Notions Which Are Common to Reliability and Economics. Math. Oper. Res. 6 (1981) 113-121. | MR | Zbl
and ,[4] Nonparametric Repair-Limit Replacement Policies with Imperfect Repair. European J. Oper. Res. 96 (1996) 206-273. | Zbl
, , and ,[5] Geometrical Interpretations of Repair-Cost Limit Replacement Policies. International Journal of Reliability, Quality and Safety Engineering 4 (1997) 309-333.
, , and ,[6] An Economical Replacement Model. Oper. Res. Quarterly 18 (1967) 121-138.
and ,[7] A General Definition of the Lorenz Curve. Econometrica 39 (1971) 1037-1039. | Zbl
,[8] Convergence Theorems for Empirical Lorenz Curves and Their Inverses. Adv. in Appl. Probab. 9 (1977) 765-791. | MR | Zbl
,[9] The Repair Limit Replacement Method. Oper. Res. Quarterly 20 (1969) 337-349.
,[10] Optimum Repair Limit Policies with Cost Constraint. Microelectronics and Reliability 21 (1981) 597-599.
and ,[11] Reliability Interpretations of Some Concepts from Economics. Naval Res. Logist. Quarterly 31 (1984) 301-308. | Zbl
,[12] Reliability: Probabilistic Models and Statistical Methods. Prentice-Hall, New Jersey (1985). | MR
,[13] Methods of Measuring the Concentration of Wealth. J. Amer. Statist. Assoc. 9 (1893) 209-219.
,[14] Repair Limit Policies for Vehicle Replacement. INFOR 20 (1982) 226-237. | Zbl
, and ,[15] Utilizing Weibull Failure Rates in Repair Limit Analysis for Equipment Replacement/Preventive Maintenance Decisions. J. Oper. Res. Soc. 47 (1996) 1366-1376. | Zbl
and ,[16] Optimum Ordering Policies with Lead Time for an Operating Unit. RAIRO Oper. Res. 12 (1978) 383-393. | Numdam | MR | Zbl
and ,[17] A Note on the Repair Limit Replacement Policy. J. Oper. Res. Soc. 31 (1980) 1103-1104. | MR | Zbl
and ,[18] Optimal Repair Limit Replacement Policies with Imperfect Repair. J. Oper. Res. Soc. 32 (1981) 409-416. | MR | Zbl
and ,[19] Cost Limit Replacement Policy under Minimal Repair. Microelectronics and Reliability 23 (1983) 347-349.
,[20] A Study of Different Aging Classes Total Time on Test Transform and Lorenz Curves. Appl. Stochastic Models Data Anal. 13 (1998) 241-248. | Zbl
, and ,[21] The Lorenz and the Scaled Total-Time-on-Test Transform Curves: A Unified Approach. IEEE Trans. Reliability R-43 (1994) 76-84.
and ,