Optimal maintenance strategies for wind turbine systems under stochastic weather conditions

E Byon, L Ntaimo, Y Ding - IEEE transactions on reliability, 2010 - ieeexplore.ieee.org
We examine optimal repair strategies for wind turbines operated under stochastic weather
conditions. In-situ sensors installed at wind turbines produce useful information about the …

Dynamic joint sensor selection and maintenance optimization in partially observable deteriorating systems

M Madadi, S Rezaei, A Khojandi - Computers & Industrial Engineering, 2024 - Elsevier
We consider a degrading system with costly but silent failures. The system can be partially
observed using a set of heterogeneous noisy sensors at a given cost, where each sensor …

Condition-based maintenance via Markov decision processes: A review

X Zhao, P Chen, LC Tang - Frontiers of Engineering Management, 2025 - Springer
The optimization of condition-based maintenance (CBM) poses challenges due to the rapid
advancement of monitoring technologies. Traditional CBM research has mainly relied on …

Partially observable Markov decision process-based optimal maintenance planning with time-dependent observations

A Deep, S Zhou, D Veeramani, Y Chen - European Journal of Operational …, 2023 - Elsevier
The growing technological capability for real-time condition monitoring (CM) of industrial
equipment has spurred significant interest in methods for optimal maintenance planning …

Optimal joint maintenance and operation policies to maximise overall systems effectiveness

MM AlDurgam, SO Duffuaa - International Journal of Production …, 2013 - Taylor & Francis
In this paper, the problem of determining the optimal maintenance and operation policies for
a multi-state, multi-stage machine maintenance problem is considered. This problem has …

Optimal replacement in the proportional hazards model with semi-Markovian covariate process and continuous monitoring

X Wu, SM Ryan - IEEE Transactions on Reliability, 2011 - ieeexplore.ieee.org
Motivated by the increasing use of condition monitoring technology for electrical
transformers, this paper deals with the optimal replacement of a system having a hazard …

Analysis of maintenance policies for finite life-cycle multi-state systems

J Wu, TSA Ng, M **e, HZ Huang - Computers & Industrial Engineering, 2010 - Elsevier
Maintenance policies for multi-state systems (MSS) are often analyzed under infinite horizon
assumptions. In practice, it is important to consider maintenance policies under a finite …

Optimal maintenance control of machine tools for energy efficient manufacturing

W Xu, L Cao - The International Journal of Advanced Manufacturing …, 2019 - Springer
Performance of machine tool tends to deteriorate in the production process. This
deterioration increases the processing energy consumption and leads to more defectives …

Review of Markov models for maintenance optimization in the context of offshore wind

R Dawid, D McMillan, M Revie - 2015 - strathprints.strath.ac.uk
The offshore environment poses a number of challenges to wind farm operators. Harsher
climatic conditions typically result in lower reliability while challenges in accessibility make …

Joint optimization of ordering and maintenance with condition monitoring data

R Moghaddass, Ş Ertekin - Annals of Operations Research, 2018 - Springer
We study a single-unit deteriorating system under condition monitoring for which collected
signals are only stochastically related to the actual level of degradation. Failure replacement …