A two-stage method based on extreme learning machine for predicting the remaining useful life of rolling-element bearings

Z Pan, Z Meng, Z Chen, W Gao, Y Shi - Mechanical Systems and Signal …, 2020 - Elsevier
Rolling-element bearing is one of the main parts of rotating equipment. In order to avoid the
mechanical equipment damage caused by the sudden failure of rolling-element bearings, it …

Technology development and commercial applications of industrial fault diagnosis system: a review

C Liu, A Cichon, G Królczyk, Z Li - The International Journal of Advanced …, 2021 - Springer
Machinery will fail due to complex and tough working conditions. It is necessary to apply
reliable monitoring technology to ensure their safe operation. Condition-based maintenance …

Condition-based maintenance optimization for multi-component systems considering prognostic information and degraded working efficiency

R He, Z Tian, Y Wang, M Zuo, Z Guo - Reliability Engineering & System …, 2023 - Elsevier
Recent developments in prognostic models have led to increased use of prognostic
information to improve the benefits of condition-based maintenance (CBM). Existing CBM …

A reliability-and-cost-based fuzzy approach to optimize preventive maintenance scheduling for offshore wind farms

S Zhong, AA Pantelous, M Goh, J Zhou - Mechanical Systems and Signal …, 2019 - Elsevier
We study the preventive maintenance scheduling problem of wind farms in the offshore wind
energy sector which operates under uncertainty due to the state of the ocean and market …

A hybrid repair-replacement policy in the proportional hazards model

R Zheng, J Wang, Y Zhang - European Journal of Operational Research, 2023 - Elsevier
Cox's proportional hazards model is widely used to describe the hazard rate of a system
deteriorating with age and diagnostic covariates. Existing maintenance in the proportional …

Joint optimization of inspection and condition-based maintenance for a deteriorating product under extended warranty

R Zheng, H Fang, C Hu - Reliability Engineering & System Safety, 2024 - Elsevier
Condition-based maintenance (CBM) has been widely applied in engineering practice, but it
has been rarely integrated into extended warranty policies. When the inspection cost is high …

Condition-based maintenance with dynamic thresholds for a system using the proportional hazards model

R Zheng, B Chen, L Gu - Reliability Engineering & System Safety, 2020 - Elsevier
The hazard rate of many practical systems depends not only on age but also on a diagnostic
covariate process. Effective maintenance decisions for such systems need to combine both …

A repair-replacement policy for a system subject to missions of random types and random durations

R Zheng, X Zhao, C Hu, X Ren - Reliability Engineering & System Safety, 2023 - Elsevier
Increasing research efforts have been devoted to mission-oriented preventive maintenance
(PM) policies that are restricted mainly to certain missions. This paper investigates the …

Optimal condition-based maintenance with general repair and two dependent failure modes

R Zheng, V Makis - Computers & Industrial Engineering, 2020 - Elsevier
This paper proposes a condition-based maintenance (CBM) policy for a system subject to
dependent soft and hard failures. When the deterioration exceeds a predetermined level, the …

An optimal opportunistic maintenance policy for a two-unit series system with general repair using proportional hazards models

S Najafi, R Zheng, CG Lee - Reliability Engineering & System Safety, 2021 - Elsevier
This paper proposes an opportunistic maintenance policy for maintaining mechanical
systems consisting of two series units with economic dependency. Condition monitoring and …