Using Genetic Algorithm to Robust Multi Objective Optimization of Maintenance Scheduling Considering Engineering Insurance

Subject Areas : Business Strategy

Somayeh Molaei ¹ , Mir Mahdi Seyed Esfahani ² , Akbar Esfahanipour ³

1 - Department of Industrial Engineering, Amirkabir University of Technology, Iran, Tehran
2 - Department of Industrial Engineering, Amirkabir University of Technology, Iran, Tehran
3 - Department of Industrial Engineering, Amirkabir University of Technology, Iran, Tehran

Received: 2015-01-31 Accepted : 2015-03-01 Published : 2016-01-01

Keywords:

References:

[1] Bashiri, M., Badri, H., and Hejazi, T. H. (2011), Selecting optimum maintenance

strategy by fuzzy interactive linear assignment method. Applied

Mathematical Modeling, 35 (1), 152-164.

[2] Bevilacqua, M. and Braglia, M. (2000), The analytic hierarchy process applied

to maintenance strategy selection. Reliability Engineering & System

Safety, 70 (1), 71-83.

[3] Mobley, R. K. (2002), An introduction to predictive maintenance.

Butterworth-Heinemann.

[4] Li, J. R., Khoo, L. P., and Tor, S. B. (2006), Generation of possible multiple

components disassembly sequence for maintenance using a disassembly

constraint graph. International Journal of Production Economics, 102 (1)

51-65.

[5] Canfield, R. V. (1986), Cost optimization of periodic preventive maintenance.

Reliability, IEEE Transactions, 35 (1), 78-81.

[6] Panagiotidou, S. and Tagaras, G. (2007), Optimal preventive maintenance

for equipment with two quality states and general failure time distributions.

European journal of operational research, 180 (1), 329-353.

 [7] Yao, X., Fu, M., Marcus, S. I., and Fernandez-Gaucherand, E. (2001), Optimization

of preventive maintenance scheduling for semiconductor manufacturing

systems: models and implementation. In Control Applications,

Proceedings of the 2001 IEEE International Conference, 407-411.

[8] Charles, A. S., Floru, I. R., Azzaro-Pantel, C., Pibouleau, L., and

Domenech, S. (2003), Optimization of preventive maintenance strategies

in a multipurpose batch plant: application to semiconductor manufacturing.

Computers & chemical engineering, 27 (4), 449-467.

[9] Usher, J. S., Kamal, A. H., and Syed, W. H. (1998), Cost optimal preventive

maintenance. IIE transactions, 309 (12), 1121-1128.

[10] Levitin, G. and Lisnianski, A. (2000), Short communication optimal replacement

scheduling in multi?state series-parallel systems. Quality and

Reliability Engineering International, 16 (2), 157-162.

[11] Jayakumar, A. and Asgarpoor, S. (2004), Maintenance optimization of

equipment by linear programming. In Probabilistic Methods Applied to

Power Systems, 145-149.

[12] Canto, S. P. (2008), Application of Benders’ decomposition to power plant

preventive maintenance scheduling. European journal of operational research,

184 (2), 759-777.

[13] Budai, G., Huisman, D., and Dekker, R. (2005), Scheduling preventive

railway maintenance activities. Journal of the Operational Research Society,

57 (9), 1035-1044.

[14] Shirmohammadi, A. H., Zhang, Z. G., and Love, E. (2007), A computational

model for determining the optimal preventive maintenance policy

with random breakdowns and imperfect repairs. Reliability, IEEE Transactions,

56 (2), 332-339.

[15] Tam, A. S. B., Chan, W. M., and Price, J. W. H. (2006), Optimal maintenance

intervals for a multi-component system. Production Planning and

Control, 17 (8), 769-779.

[16] Moghaddam, K. S. and Usher, J. S. (2011), Preventive maintenance and

replacement scheduling for repairable and maintainable systems using dynamic

programming. Computers & Industrial Engineering, 60 (4), 654-

665.

 [17] Kim, H., Nara, K., and Gen, M. (1994), A method for maintenance

scheduling using GA combined with SA. Computers & Industrial Engineering,

27 (1), 477-480.

[18] Samrout, M., Yalaoui, F., Chtelet, E., and Chebbo, N. (2005), New methods

to minimize the preventive maintenance cost of series-parallel systems

using ant colony optimization. Reliability engineering & system safety, 89

(3), 346-354.

[19] Limbourg, P. and Kochs, H. D. (2006), Preventive maintenance scheduling

by variable dimension evolutionary algorithms. International journal of

pressure vessels and piping, 83 (4), 262-269.

[20] Quan, G., Greenwood, G. W., Liu, D., and Hu, S. (2007), Searching for

multiobjective preventive maintenance schedules: Combining preferences

with evolutionary algorithms. European Journal of Operational Research,

177 (3), 1969-1984.

[21] Moradi, E., Fatemi Ghomi, S. M. T., and Zandieh, M. (2011), Bi-objective

optimization research on integrated fixed time interval preventive maintenance

and production for scheduling flexible job-shop problem. Expert

systems with applications, 38 (6), 7169-7178.

[22] Naderi, B., Zandieh, M., and Aminnayeri, M. (2011), Incorporating periodic

preventive maintenance into flexible flow shop scheduling problems.

Applied Soft Computing, 11 (2), 2094-2101.

[23] Berrichi, A., Yalaoui, F., Amodeo, L., and Mezghiche, M. (2010), Bi-

Objective Ant Colony Optimization approach to optimize production and

maintenance scheduling. Computers & Operations Research, 37 (9), 1584-

1596.

[24] Smith. C. O. (1976), Introduction to Reliability in Design, first edition,

McGraw-Hill, New York.

[25] Yun, W. Y. and Kim, J. W. (2004), Multi-level redundancy optimization

in series systems. Computers & Industrial Engineering, 46 (2), 337-346.

[26] Kouvelis, P. and Yu, G. (1997), Robust discrete optimization and its applications,

14, Springer.

[27] Serafini, P. (1994), Simulated annealing for multi objective optimization

problems. In Multiple criteria decision making, 283-292).

 [28] Suppapitnarm, A., Seffen, K. A., Parks, G. T., and Clarkson, P. J. (2000),

A simulated annealing algorithm for multiobjective optimization. Engineering

Optimization, 33 (1), 59-85.