Artificial-intelligence-based maintenance decision-making and optimization for multi-state component systems

DEEP reinforcement learning driven inspection and maintenance planning under incomplete information and constraints

(2021) C.P. Andriotis et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Reinforcement learning for dynamic condition-based maintenance of a system with individually repairable components

(2020) Nooshin Yousefi et al.   Quality Engineering

Deep reinforcement learning based preventive maintenance policy for serial production lines

(2020) Jing Huang et al.   EXPERT SYSTEMS WITH APPLICATIONS

A reinforcement learning framework for optimal operation and maintenance of power grids

(2019) R. Rocchetta et al.   APPLIED ENERGY

Managing engineering systems with large state and action spaces through deep reinforcement learning

(2019) C.P. Andriotis et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Dynamic selective maintenance optimization for multi-state systems over a finite horizon: A deep reinforcement learning approach

(2019) Yu Liu et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Modelling and application of condition-based maintenance for a two-component system with stochastic and economic dependencies

(2018) Phuc Do et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

A review on condition-based maintenance optimization models for stochastically deteriorating system

(2017) Suzan Alaswad et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Selective maintenance optimization when quality of imperfect maintenance actions are stochastic

(2016) A. Khatab et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

A proactive condition-based maintenance strategy with both perfect and imperfect maintenance actions

(2015) Phuc Do et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Condition-Based Maintenance with Imperfect Preventive Repairs for a Deteriorating Production System

(2015) Phuc Do Van et al.   QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL

An overview of time-based and condition-based maintenance in industrial application

(2012) Rosmaini Ahmad et al.   COMPUTERS & INDUSTRIAL ENGINEERING

A condition-based maintenance policy and input parameters estimation for deteriorating systems under periodic inspection

(2011) Maxstaley L. Neves et al.   COMPUTERS & INDUSTRIAL ENGINEERING

A model of imperfect preventive maintenance with dependent failure modes

(2008) I.T. Castro   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH