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An adaptive reliability-based maintenance policy for mechanical systems under variable environments
The performance of mechanical systems is greatly influenced by varying operational
environments such as load, temperature, and humidity, which can result in accelerated …
environments such as load, temperature, and humidity, which can result in accelerated …
Degradation prediction for mechanical components based on transfer learning and a multistage statistical model
Rolling bearings serve as vital elements in mechanical components; their degradation
significantly influences equipment reliability and safety. Previous studies primarily focus on …
significantly influences equipment reliability and safety. Previous studies primarily focus on …
[HTML][HTML] Joint optimization of preventive maintenance and spare parts ordering considering imperfect detection
Y He, Z Gao - Systems, 2023 - mdpi.com
The optimization of preventive maintenance and spare part ordering strategies for modern
production equipment is of utmost importance, given its substantial influence on the …
production equipment is of utmost importance, given its substantial influence on the …
A lexicographic optimization approach for a bi-objective parallel-machine scheduling problem minimizing total quality loss and total tardiness
L Chen, W Yang, K Qiu, S Dauzère-Pérès - Computers & Operations …, 2023 - Elsevier
In wafer fabrication, production quality is a key performance index and is subject to machine
condition deterioration. This paper studies a parallel-machine scheduling problem that can …
condition deterioration. This paper studies a parallel-machine scheduling problem that can …
Multivariable correlation feature network construction and health condition assessment for unlabeled single-sample data
D Xu, X **ao, J Zhang - Engineering Applications of Artificial Intelligence, 2024 - Elsevier
The construction of effective health indicators is crucial for assessing system degradation,
enabling anomaly detection and health condition assessment, which contribute to reducing …
enabling anomaly detection and health condition assessment, which contribute to reducing …
Bi-level corrected residual life-based maintenance for deteriorating systems under competing risks
C Duan, T Gong, L Yan, X Li - Reliability Engineering & System Safety, 2024 - Elsevier
The accurate prediction of residual life in deteriorating systems is a challenging task due to
uncertainties and idealized assumptions during data acquisition and model construction. To …
uncertainties and idealized assumptions during data acquisition and model construction. To …
Remaining useful life prediction based on a PCA and similarity methods
Aircraft engine failures or damages not only incur substantial financial losses but also
present risks of injuries or even fatalities. Hence, it is of utmost importance to devise an …
present risks of injuries or even fatalities. Hence, it is of utmost importance to devise an …
Health prediction of partially observable failing systems under varying environments
C Duan, Y Jiang, H Pu, J Luo, F Liu, B Tang - ISA transactions, 2023 - Elsevier
The modern engineering systems often operate under varying environments and only partial
information can be observed at discrete monitoring epochs. For such systems, few works …
information can be observed at discrete monitoring epochs. For such systems, few works …
[HTML][HTML] Using system dynamics approach to explore the mode shift between automated vehicles, conventional vehicles, and public transport in melbourne, Australia
With the increasing use of automated vehicles (AVs) in the coming decades, government
authorities and private companies must leverage their potential disruption to benefit society …
authorities and private companies must leverage their potential disruption to benefit society …
Remaining Useful Life Prediction of IIoT Equipment Using Hidden Semi-Markov Model With Hyper-Erlang Sojourn Time
The prediction of the remaining useful life (RUL) of equipment is a pivotal function in
realizing industrial intelligence within the industrial Internet of Things (IIoT). It enables the …
realizing industrial intelligence within the industrial Internet of Things (IIoT). It enables the …