Condition-based maintenance for redundant systems considering spare inventory with stochastic lead time

•Stochastic maintenance time and spare ordering lead time are considered.•An improved Q-learning algorithm is proposed with convergence proved.•The effectiveness of the proposed algorithm is shown by numerical examples.•Simulated environment based on discrete event simulation method is established....

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Veröffentlicht in:	Reliability engineering & system safety Jg. 257; S. 110837
Hauptverfasser:	Wang, Jun, Fu, Yuqiang, Zhou, Jian, Yang, Lechang, Yang, Yating
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Ltd 01.05.2025
Schlagworte:	Condition-based maintenance Improved reinforcement learning Spare inventory Stochastic lead time Improved reinforcement learning Stochastic lead time Condition-based maintenance Spare inventory
ISSN:	0951-8320
Online-Zugang:	Volltext
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