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A hierarchical coloured Petri net model of fleet maintenance with cannibalisation

Sheng, Jingyu; Prescott, Darren

Authors

Jingyu Sheng

Darren Prescott



Abstract

Cannibalisation refers to a maintenance action where an unserviceable part in an inoperative platform is replaced by a serviceable part of the same type from another platform. It helps a fleet meet operational requirements when spares are in short supply but leads to more maintenance tasks to be carried out. In practice, cannibalisation may be performed in an unrestricted manner, or through the use of cannibalisation birds. A cannibalisation bird is a platform which is selected as the primary source of cannibalisation, while any inoperative platform can be a cannibalisation source under the unrestricted policy. In order to aid fleet managers in making cannibalisation-related decisions, this paper presents a hierarchical coloured Petri net (HCPN) model of a fleet operation and maintenance process which considers mission-oriented operation, multiple level maintenance, multiple cannibalisation policies (no cannibalisation, unrestricted cannibalisation and cannibalisation bird), maintenance scheduling and spare inventory management. The model is applied to an example fleet to compare the effects of different cannibalisation policies on fleet performance using a number of performance measures related to reliability and maintenance and to optimise the number of cannibalisation birds used and the length of time that a platform is taken as a cannibalisation bird for the fleet.

Journal Article Type Article
Publication Date Dec 1, 2017
Journal Reliability Engineering and System Safety
Electronic ISSN 0951-8320
Publisher Elsevier
Peer Reviewed Peer Reviewed
Volume 168
APA6 Citation Sheng, J., & Prescott, D. (2017). A hierarchical coloured Petri net model of fleet maintenance with cannibalisation. Reliability Engineering and System Safety, 168, doi:10.1016/j.ress.2017.05.043
DOI https://doi.org/10.1016/j.ress.2017.05.043
Keywords Fleet, Maintenance, Unrestricted cannibalisation, Cannibalisation bird, Hierarchical coloured Petri net
Publisher URL http://www.sciencedirect.com/science/article/pii/S0951832016306366?via%3Dihub
Copyright Statement Copyright information regarding this work can be found at the following address: http://creativecommons.org/licenses/by-nc-nd/4.0

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Copyright Statement
Copyright information regarding this work can be found at the following address: http://creativecommons.org/licenses/by-nc-nd/4.0



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