Maintenance decision model for a two-machine production line with multistage degradation machines

Yunyi Kang, Feng Ju

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

In this work, we develop preventative maintenance policies on two-machine-And-one-buffer production systems with machines subject to multi-stage degradation. Condition-based maintenance policies are generated for both machines, with consideration on both the machine degradation stages and the buffer level. Moreover, the policies are flexible, allowing a machine to be recovered to any better operating state, while merely recovering to the best operating state is possible in many previous work. A Markov decision model is formulated to find the optimal maintenance policy and computational experiments show that the policies improve the performance of a system in finite production runs.

Original languageEnglish (US)
Title of host publicationManufacturing Equipment and Systems
PublisherAmerican Society of Mechanical Engineers (ASME)
Volume3
ISBN (Print)9780791851371
DOIs
StatePublished - Jan 1 2018
EventASME 2018 13th International Manufacturing Science and Engineering Conference, MSEC 2018 - College Station, United States
Duration: Jun 18 2018Jun 22 2018

Other

OtherASME 2018 13th International Manufacturing Science and Engineering Conference, MSEC 2018
CountryUnited States
CityCollege Station
Period6/18/186/22/18

Fingerprint

Degradation
Experiments

ASJC Scopus subject areas

  • Industrial and Manufacturing Engineering

Cite this

Kang, Y., & Ju, F. (2018). Maintenance decision model for a two-machine production line with multistage degradation machines. In Manufacturing Equipment and Systems (Vol. 3). American Society of Mechanical Engineers (ASME). https://doi.org/10.1115/MSEC2018-6633

Maintenance decision model for a two-machine production line with multistage degradation machines. / Kang, Yunyi; Ju, Feng.

Manufacturing Equipment and Systems. Vol. 3 American Society of Mechanical Engineers (ASME), 2018.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Kang, Y & Ju, F 2018, Maintenance decision model for a two-machine production line with multistage degradation machines. in Manufacturing Equipment and Systems. vol. 3, American Society of Mechanical Engineers (ASME), ASME 2018 13th International Manufacturing Science and Engineering Conference, MSEC 2018, College Station, United States, 6/18/18. https://doi.org/10.1115/MSEC2018-6633
Kang Y, Ju F. Maintenance decision model for a two-machine production line with multistage degradation machines. In Manufacturing Equipment and Systems. Vol. 3. American Society of Mechanical Engineers (ASME). 2018 https://doi.org/10.1115/MSEC2018-6633
Kang, Yunyi ; Ju, Feng. / Maintenance decision model for a two-machine production line with multistage degradation machines. Manufacturing Equipment and Systems. Vol. 3 American Society of Mechanical Engineers (ASME), 2018.
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