Machine Preventive Replacement Policy for Serial Production Lines Based on Reinforcement Learning.

Jing Huang Qing Chang Nilanjan Chakraborty

Published in: CASE (2019)

Keyphrases

production line
replacement policy
reinforcement learning
buffer management
buffer allocation
production system
multistage
web caching
material handling
prefetching
poisson process
markov decision processes
access patterns
optimal policy
state space
dynamic programming
optimal control