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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 …
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
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 …
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
Recent developments in prognostic models have led to increased use of prognostic
information to improve the benefits of condition-based maintenance (CBM). Existing CBM …
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
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 …
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 …
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
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 …
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
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 …
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
Increasing research efforts have been devoted to mission-oriented preventive maintenance
(PM) policies that are restricted mainly to certain missions. This paper investigates the …
(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
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 …
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
This paper proposes an opportunistic maintenance policy for maintaining mechanical
systems consisting of two series units with economic dependency. Condition monitoring and …
systems consisting of two series units with economic dependency. Condition monitoring and …