Abstract
The scope of this paper is to optimize the performance of a multi-indenture maintenance engineering systems. We focus here on modelling and solving a Level of Repair Analysis (LORA) problem variant with simultaneous determination of resources capacity and spare parts. A solution approach based on optimization via simulation is developed. The simulation phase determines the performance of the whole system taking into account the dynamics of the maintenance processes. The optimization phase explores the search space efficiently through a local search method in order to define a new solution with better performance. Computational results collected while solving an illustrative test problem are reported and discussed.
| Original language | English |
|---|---|
| Title of host publication | 2013 5th International Conference on Modeling, Simulation and Applied Optimization, ICMSAO 2013 |
| DOIs | |
| Publication status | Published - 2013 |
| Event | 2013 5th International Conference on Modeling, Simulation and Applied Optimization, ICMSAO 2013 - Hammamet, Tunisia Duration: Apr 28 2013 → Apr 30 2013 |
Other
| Other | 2013 5th International Conference on Modeling, Simulation and Applied Optimization, ICMSAO 2013 |
|---|---|
| Country | Tunisia |
| City | Hammamet |
| Period | 4/28/13 → 4/30/13 |
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ASJC Scopus subject areas
- Control and Optimization
- Modelling and Simulation
Cite this
Optimizing the performance of complex maintenance systems. / Triki, Chefi; Alalawin, Abdallah; Ghiani, Gianpaolo.
2013 5th International Conference on Modeling, Simulation and Applied Optimization, ICMSAO 2013. 2013. 6552571.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
}
TY - GEN
T1 - Optimizing the performance of complex maintenance systems
AU - Triki, Chefi
AU - Alalawin, Abdallah
AU - Ghiani, Gianpaolo
PY - 2013
Y1 - 2013
N2 - The scope of this paper is to optimize the performance of a multi-indenture maintenance engineering systems. We focus here on modelling and solving a Level of Repair Analysis (LORA) problem variant with simultaneous determination of resources capacity and spare parts. A solution approach based on optimization via simulation is developed. The simulation phase determines the performance of the whole system taking into account the dynamics of the maintenance processes. The optimization phase explores the search space efficiently through a local search method in order to define a new solution with better performance. Computational results collected while solving an illustrative test problem are reported and discussed.
AB - The scope of this paper is to optimize the performance of a multi-indenture maintenance engineering systems. We focus here on modelling and solving a Level of Repair Analysis (LORA) problem variant with simultaneous determination of resources capacity and spare parts. A solution approach based on optimization via simulation is developed. The simulation phase determines the performance of the whole system taking into account the dynamics of the maintenance processes. The optimization phase explores the search space efficiently through a local search method in order to define a new solution with better performance. Computational results collected while solving an illustrative test problem are reported and discussed.
UR - http://www.scopus.com/inward/record.url?scp=84881427357&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84881427357&partnerID=8YFLogxK
U2 - 10.1109/ICMSAO.2013.6552571
DO - 10.1109/ICMSAO.2013.6552571
M3 - Conference contribution
SN - 9781467358149
BT - 2013 5th International Conference on Modeling, Simulation and Applied Optimization, ICMSAO 2013
ER -