Reinforcement learning based predictive maintenance for a machine with multiple deteriorating yield levels

This paper proposes a predictive maintenance methodology for a machine in manufacturing with deterior- ating quality states represented by multiple deteriorating yield levels. Imperfect minor maintenance and perfect major repair are considered. The underlying yield level cannot be directly obtained....

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Bibliographic Details
Main Authors: Wang, Xiao, Wang, Hongwei, Qi, Chao, Sivakumar, Appa Iyer
Other Authors: School of Mechanical and Aerospace Engineering
Format: Journal Article
Language:English
Published: 2015
Subjects:
Online Access:https://hdl.handle.net/10356/100392
http://hdl.handle.net/10220/25689
http://www.jofcis.com/publishedpapers/2014_10_1_9_19.pdf