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Operation and preventive maintenance scheduling for containerships: Mathematical model and solution algorithm

Authors
Go, HunKim, Ji-SuLee, Dong-Ho
Issue Date
Sep-2013
Publisher
ELSEVIER
Keywords
Containerships; Operation and maintenance scheduling; Integer programming; Heuristic
Citation
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, v.229, no.3, pp.626 - 636
Indexed
SCIE
SCOPUS
Journal Title
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH
Volume
229
Number
3
Start Page
626
End Page
636
URI
https://scholarworks.bwise.kr/erica/handle/2021.sw.erica/27101
DOI
10.1016/j.ejor.2013.04.005
ISSN
0377-2217
Abstract
This paper considers the problem of determining operation and maintenance schedules for a containership equipped with various subsystems during its sailing according to a pre-determined navigation schedule. The operation schedule, which specifies working time of each subsystem, determines the due-date of each maintenance activity and the maintenance schedule specifies the actual start time of each maintenance activity. The main constraints are subsystem requirements, workforce availability, working time limitation, and inter-maintenance time. To represent the problem mathematically, a mixed integer programming model is developed. Then, due to the complexity of the problem, we suggest a heuristic algorithm that minimizes the sum of earliness and tardiness between the due-date and the actual start time for each maintenance activity. Computational experiments were done on various test instances and the results are reported. In particular, a case study was done on a real instance and a significant amount of improvement is reported over the experience based conventional method. (c) 2013 Elsevier B.V. All rights reserved.
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