The application of genetic algorithm in the development of preventive maintenance analytic model

International Journal of Advanced Manufacturing Technology

Volumn 32, Issue 1-2, 2007, Pages 169-183

  Shum, Yu Su ^a   Gong, Dah Chuan ^b  

^a DIWAN COLLEGE OF MANAGEMENT   (Taiwan)

^b CHUNG YUAN CHRISTIAN UNIVERSITY   (Taiwan)

Author keywords

Genetic algorithm; Part replacement frequency; Preventive frequency; Preventive maintenance mathematical model

Indexed keywords

COSTS; DECISION MAKING; GENETIC ALGORITHMS; MATHEMATICAL MODELS; MATHEMATICAL PROGRAMMING; PERSONNEL; PRODUCTION ENGINEERING;

MACHINE BREAKDOWN; PART REPLACEMENT FREQUENCIES; PREVENTIVE FREQUENCIES; REPLACEMENT SCHEDULES;

PREVENTIVE MAINTENANCE;

EID: 33846960196     PISSN: 02683768     EISSN: 14333015     Source Type: Journal    
DOI: 10.1007/s00170-005-0314-4     Document Type: Article

References (26)

1. Liu XG, Makis V, Jardine AKS (1995) A replacement model with overhauls and repairs. Naval Res Logist 42:1063-1079
2. Sheu SH (1998) A generalized age and block replacement of a system to shocks. Eur J Oper Res 108:345-362
3. Sheu SH, Griffith WS, Nakagawa T (1995) Extended optimal replacement model with random minimal repair costs. Eur J Oper Res 85:636-649
4. Wang CH, Sheu SH (2003) Determining the optimal production maintenance policy with inspection errors: using a Markov Chain. Comput Oper Res 30:1-17
5. Goyal SK, Kusy MI (1985) Determining economic maintenance frequency for a family of machines. J Oper Research Soc 36(12): 1125-1128
6. Goyal SK, Buyukkurt M D (1985) Note on determination of coordinated maintenance scheduling frequencies for a group of machines. HE Trans 17(4):400-402
7. Jardine AKS (1973) Maintenance, replacement and reliability. Pitman, Marshfield, MA
8. Suie DR, Harmon B (1979) Determination of coordinated maintenance scheduling frequencies for a group of machines. AIIE Trans 11(1):48-53
9. Goyal SK, Gunasekaran A (1992) Determining economic maintenance Frequency of a transport fleet. Intl J Syst Sci 23 (4):655-659
10. Hariga M (1994) A deterministic maintenance-scheduling problem for a group of non-identical machines. Int J Oper Prod Manage 14(7):27-36
11. Duffuaa SO, Ben-Daya M (1994) An extended model for the joint overhaul scheduling problem. Int J Oper Prod Manage 14 (7):37-43
12. Ben-Daya M, Duffuaa SO, Raouf A (2000) Maintenance modeling and optimization. Kluwer, Norwell, MA
13. Artana KB, Ishida K (2002) Spreadsheet modeling of optimal maintenance schedule for components in wear-out phase. Reliab Eng Syst Safety 77:81-91
14. Liao CJ, Chen WJ (2003) Single machine scheduling with periodic maintenance and non-consumable jobs. Comput Oper Res 30; 1335-1347
15. Marseguerra M, Zio E, Podofillini L (2002) Condition-based maintenance optimization by means of genetic algorithms and Monte Carlo simulation. Reliab Eng Syst Safety 77:151-166
16. Bris R, Chatelet E, Yalaoui F (2003) New method to minimize the preventive maintenance cost of series-parallel systems. Reliab Eng Syst Safety 82:247-255
17. Sortrakul N, Nachtmann HL, Cassady CR (2005) Genetic algorithms for integrated preventive maintenance planning and production scheduling for a single machine. Comput Ind 56:161-168
18. Morcous G, Lounis Z (2005) Maintenance optimization of infrastructure networks using genetic algorithms. Automat Constr 14:129-142
19. Jiejuan T, Dingyuan M, Dazhi X (2004) A genetic algorithm solution for a nuclear power plant risk-cost maintenance model. Nuclear Eng Des 229:81-89
20. Ostermark R (1999) Solving a nonlinear non-convex trim loss problem with a genetic hybrid algorithm. Comput Oper Res 26:623-635
21. Yokota T, Gen M, Yin-Xiu L (1996) Genetic algorithm for non-linear mixed integer programming problems and its applications. Comput Ind Eng 30:905-917
22. Sakawa M, Kato K, Ushiro S, Inaoka M (2001) Operation planning of district heating and cooling plants using genetic algorithms for mixed integer programming. Appl Soft Comput J 1:139-150
23. Wang K, Lohl T, Stobbe M, Engell S (2000) A genetic algorithm for online-scheduling of a multi-product polymer batch plant. Comput Chem Eng 24:393-400
24. Syarif A, Yun Y, Gen M (2002) Study on multi-stage logistic chain network: a spanning tree-based genetic algorithm approach. Comput Ind Eng 43:299-314
25. Palisade Corporation (1998) The genetic algorithm solver for Microsoft Excel. Palisade Corp, New York
26. Lindo System Company (2003) Lingo software version 8.0