An Optimal Life Cycle Reprofiling Strategy of Train Wheels Based on Markov Decision Process of Wheel Degradation.
Yuanchen ZengDongli SongWeihua ZhangBin ZhouMingyuan XieXu TangPublished in: IEEE Trans. Intell. Transp. Syst. (2022)
Keyphrases
- life cycle
- markov decision process
- optimal strategy
- finite horizon
- optimal policy
- markov decision processes
- optimal solution
- average cost
- dynamic programming
- design process
- concurrent engineering
- mass production
- stationary policies
- initial state
- development life cycle
- requirements engineering process
- reinforcement learning
- requirements engineering
- infinite horizon
- state space
- reward function
- transition probabilities
- optimal control
- random walk
- machine learning