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Automated guided vehicle mission reliability modelling using a combined Fault Tree and Petri net approach

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posted on 16.03.2017 by Rundong (Derek) Yan, Lisa Jackson, Sarah Dunnett
Automated guided vehicles (AGVs) are be- ing extensively used for intelligent transportation and distribution of materials in warehouses and autoproduction lines due to their attributes of high efficiency and low costs. Such vehicles travel along a predefined route to deliver desired tasks without the supervision of an operator. Much effort in this area has focused primarily on route optimisation and traffic management of these AGVs. However, the health management of these vehicles and their optimal mission configuration have received little attention. To assure their added value, taking a typical AGV transport system as an example, the capability to evaluate reliability issues in AGVs are investigated in this paper. Following a Failure Modes Effects and Criticality Analysis (FMECA), the reliability of the AGV system is analysed via Fault Tree Analysis (FTA) and the vehicles mission reliability is evaluated using the Petri net (PN) method. By performing the analysis the acceptability of failure of the mission can be analysed, and hence the service capability and potential profit of the AGV system can be reviewed and the mission altered where performance is unacceptable. The PN method could easily be extended to have the capability to deal with eet AGV mission reliability assessment.

Funding

The work reported in this paper aligns to the working being researched as part of the EPSRC grant EP/K014137/1.

History

School

  • Aeronautical, Automotive, Chemical and Materials Engineering

Department

  • Aeronautical and Automotive Engineering

Published in

International Journal of Advanced Manufacturing Technology

Citation

YAN, R., JACKSON, L.M. and DUNNETT, S.J., 2017. Automated guided vehicle mission reliability modelling using a combined Fault Tree and Petri net approach. International Journal of Advanced Manufacturing Technology, 92(5-8), pp.1825-1837.

Publisher

Springer Verlag (Germany)

Version

VoR (Version of Record)

Publisher statement

This work is made available according to the conditions of the Creative Commons Attribution(CC BY 4.0) licence. Full details of this licence are available at: https://creativecommons.org/licenses/by/4.0/

Acceptance date

17/02/2017

Publication date

2017

Notes

This is an open access article published by Springer and distributed under the terms of the Creative Commons Attribution Licence, https://creativecommons.org/licenses/by/4.0/

ISSN

1433-3015

Language

en

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