A survey of predictive maintenance: Systems, purposes and approaches

T Zhu, Y Ran, X Zhou, Y Wen - arxiv preprint arxiv:1912.07383, 2019 - arxiv.org
This paper highlights the importance of maintenance techniques in the coming industrial
revolution, reviews the evolution of maintenance techniques, and presents a comprehensive …

Machinery health prognostics: A systematic review from data acquisition to RUL prediction

Y Lei, N Li, L Guo, N Li, T Yan, J Lin - Mechanical systems and signal …, 2018 - Elsevier
Machinery prognostics is one of the major tasks in condition based maintenance (CBM),
which aims to predict the remaining useful life (RUL) of machinery based on condition …

Estimation of bearing remaining useful life based on multiscale convolutional neural network

J Zhu, N Chen, W Peng - IEEE Transactions on Industrial …, 2018 - ieeexplore.ieee.org
Bearing remaining useful life (RUL) prediction plays a crucial role in guaranteeing safe
operation of machinery and reducing maintenance loss. In this paper, we present a new …

Degradation data analysis and remaining useful life estimation: A review on Wiener-process-based methods

Z Zhang, X Si, C Hu, Y Lei - European Journal of Operational Research, 2018 - Elsevier
Degradation-based modeling methods have been recognized as an essential and effective
approach for lifetime and remaining useful life (RUL) estimations for various health …

Mission risk control via joint optimization of sampling and abort decisions

L Yang, F Wei, Q Qiu - Risk Analysis, 2024 - Wiley Online Library
Abstract Information‐driven mission abort is an effective way to control the failure risk of
safety‐critical systems during mission executions. We investigate the optimal sampling and …

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

S Alaswad, Y **ang - Reliability engineering & system safety, 2017 - Elsevier
Condition-based maintenance (CBM) is a maintenance strategy that collects and assesses
real-time information, and recommends maintenance decisions based on the current …

Research on a remaining useful life prediction method for degradation angle identification two-stage degradation process

Z Wang, Y Ta, W Cai, Y Li - Mechanical Systems and Signal Processing, 2023 - Elsevier
Two-stage prediction methods based on Wiener processes are widely used to describe the
degradation process of components. However, a single type of drift function cannot …

A two-phase preventive maintenance policy considering imperfect repair and postponed replacement

L Yang, Z Ye, CG Lee, S Yang, R Peng - European Journal of Operational …, 2019 - Elsevier
This paper investigates a novel two-phase preventive maintenance policy for a single-
component system with an objective of maximizing the revenue generated by the …

Optimal condition-based mission abort decisions

Q Qiu, LM Maillart, OA Prokopyev… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Failures of safety-critical mission-based systems, such as aircraft and submarines, could
result in significant losses and damage. To enhance the survivability of such systems, their …

The influence of practical factors on the benefits of condition-based maintenance over time-based maintenance

B de Jonge, R Teunter, T Tinga - Reliability engineering & system safety, 2017 - Elsevier
Recent developments in condition monitoring technology have led to an ongoing shift from
time-based maintenance (TBM) to condition-based maintenance (CBM). Although CBM …