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

• المؤلفون الرئيسيون: Wang, Xiao, Wang, Hongwei, Qi, Chao, Sivakumar, Appa Iyer
• مؤلفون آخرون: School of Mechanical and Aerospace Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2015
• الموضوعات: DRNTU::Engineering::Mechanical engineering::Control engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/100392; http://hdl.handle.net/10220/25689; http://www.jofcis.com/publishedpapers/2014_10_1_9_19.pdf

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....