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 …

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 …

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 …

Optimal replacement policy for a two-unit system subject to shocks and cumulative damage

SH Sheu, TH Liu, WT Sheu, JC Ke, ZG Zhang - Reliability Engineering & …, 2023 - Elsevier
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 …

Extended optimal preventive replacement policies with random working cycle

SH Sheu, TH Liu, ZG Zhang - Reliability Engineering & System Safety, 2019 - Elsevier
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 …

[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 …

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 …

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 …

Optimal replacement last with continuous and discrete policies

X Zhao, T Nakagawa, MJ Zuo - IEEE Transactions on Reliability, 2014 - ieeexplore.ieee.org
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 …

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 …