TY - JOUR
T1 - Airline short-term maintenance manpower supply planning
AU - Yan, Shangyao
AU - Yang, Ta Hui
AU - Chen, Hsuan Hung
N1 - Funding Information:
This research was supported by a grant (NSC 90-2211-E-008-046) from the National Science Council of Taiwan. We would like to thank the airline for providing the test data and its valuable opinions on this research. We would also like to thank the anonymous referees for their helpful comments and suggestions on the presentation of the paper.
PY - 2004
Y1 - 2004
N2 - It is essential that airlines efficiently perform aircraft maintenance in order to ensure aviation safety and schedule punctuality. Traditionally, the arrangement of the maintenance manpower supply has been based on staff experience, and has been performed manually following simple rules. This is not only time-consuming but often ineffective. In this research we consider technicians with multiple types of aircraft maintenance certificates incorporated with three flexible management strategies and the related operating constraints to develop a mathematical programming model. With suitable modifications, eight different flexible strategic models, associated with different strategy combinations, can be generated to help an airline effectively manage its maintenance manpower supply. The models are formulated as mixed integer programs. Because the problem sizes of the proposed models are expected to be huge in real applications, we have developed a solution algorithm to efficiently solve the problems. We employed the mathematical programming solver, CPLEX, to reach a solution for all the problems. Finally, to evaluate the models and solution algorithm developed in the research, we performed a case study using the operating data from a leading Taiwan airline. The preliminary results indicate that the proposed models, and the solution algorithm, are both efficient and effective.
AB - It is essential that airlines efficiently perform aircraft maintenance in order to ensure aviation safety and schedule punctuality. Traditionally, the arrangement of the maintenance manpower supply has been based on staff experience, and has been performed manually following simple rules. This is not only time-consuming but often ineffective. In this research we consider technicians with multiple types of aircraft maintenance certificates incorporated with three flexible management strategies and the related operating constraints to develop a mathematical programming model. With suitable modifications, eight different flexible strategic models, associated with different strategy combinations, can be generated to help an airline effectively manage its maintenance manpower supply. The models are formulated as mixed integer programs. Because the problem sizes of the proposed models are expected to be huge in real applications, we have developed a solution algorithm to efficiently solve the problems. We employed the mathematical programming solver, CPLEX, to reach a solution for all the problems. Finally, to evaluate the models and solution algorithm developed in the research, we performed a case study using the operating data from a leading Taiwan airline. The preliminary results indicate that the proposed models, and the solution algorithm, are both efficient and effective.
KW - Certificates
KW - Maintenance manpower supply
KW - Management strategy
KW - Mixed integer program
UR - http://www.scopus.com/inward/record.url?scp=23844545243&partnerID=8YFLogxK
U2 - 10.1016/j.tra.2004.03.005
DO - 10.1016/j.tra.2004.03.005
M3 - 期刊論文
AN - SCOPUS:23844545243
SN - 0965-8564
VL - 38
SP - 615
EP - 642
JO - Transportation Research Part A: Policy and Practice
JF - Transportation Research Part A: Policy and Practice
IS - 9-10
ER -