Dynamic predictive maintenance strategy for system remaining useful life prediction via deep learning ensemble method
L Wang, Z Zhu, X Zhao - Reliability Engineering & System Safety, 2024 - Elsevier
In data-driven prognostics and health management (PHM), most studies focus only on
prognostics performance but rarely consider maintenance decision problems. However …
prognostics performance but rarely consider maintenance decision problems. However …
Hybrid preventive maintenance of competing failures under random environment
L Yang, Y Zhao, R Peng, X Ma - Reliability Engineering & System Safety, 2018 - Elsevier
Competing failures are extensively observed in complex industrial systems, which may
result in tremendous economic losses and safety hazards. In this article, we study a system …
result in tremendous economic losses and safety hazards. In this article, we study a system …
A condition-based maintenance model for a three-state system subject to degradation and environmental shocks
L Yang, X Ma, Y Zhao - Computers & Industrial Engineering, 2017 - Elsevier
Condition-based maintenance (CBM) is a key measure in preventing unexpected failures
caused by internal-based deterioration and external environmental shocks. This study …
caused by internal-based deterioration and external environmental shocks. This study …
Optimal replacement policy for a two-unit system subject to shocks and cumulative damage
This paper investigates an extended replacement policy for a two-unit system subject to
shocks and cumulative damage. As a shock occurs, the system suffers two types of effects …
shocks and cumulative damage. As a shock occurs, the system suffers two types of effects …
Extended optimal preventive replacement policies with random working cycle
This paper investigates the preventive replacement policies for an operating system that
works for projects at random times. The system is subject to shocks which arrive according to …
works for projects at random times. The system is subject to shocks which arrive according to …
[CARTE][B] Advanced maintenance policies for shock and damage models
X Zhao, T Nakagawa - 2018 - Springer
The number of aged plants and infrastructures has been greatly increasing in advanced
nations [1]. In order to conduct safe and economical maintenance strategies, modeling and …
nations [1]. In order to conduct safe and economical maintenance strategies, modeling and …
New one cycle criteria for optimizing preventive replacement policies
M Hamidi, F Szidarovszky, M Szidarovszky - Reliability Engineering & …, 2016 - Elsevier
Abstract Models are introduced and examined for the optimum scheduling of preventive
replacements. The “replace first” and “replace last” models are known from the literature if …
replacements. The “replace first” and “replace last” models are known from the literature if …
A generalised δ-shock model with two types of shocks
GJ Wang, R Peng - … Journal of Systems Science: Operations & …, 2017 - Taylor & Francis
In the δ-shock model, a system fails if the interval time between two consecutive shocks is
less than a fixed threshold δ, which can be seen as the system recovery time from a shock …
less than a fixed threshold δ, which can be seen as the system recovery time from a shock …
Optimal replacement last with continuous and discrete policies
This paper proposes age and periodic replacement last models with continuous, and
discrete policies. That is, an operating unit is replaced preventively at time T of operation as …
discrete policies. That is, an operating unit is replaced preventively at time T of operation as …
Joint optimization of preventive maintenance and product quality improvement policies for deteriorating manufacturing systems with quality-reliability dependency
J Zhang, X Chen, Y An, L Zhang, H Shi, W Xu - Reliability Engineering & …, 2025 - Elsevier
Abstract Machine reliability and product quality are usually investigated independently in
most traditional models. However, in the actual manufacturing process, machine reliability …
most traditional models. However, in the actual manufacturing process, machine reliability …