Preventive maintenance model analysis on wind-turbine gearbox under stochastic disturbance
In recent, with the rapid scientific and technical developments, condition-based maintenance(CBM) has already been broadly applied in modern large-scale wind plants increasingly and reported that tremendous achievements are gained.
Li Chen, Hongsheng Su, Lanlan Huangfu
doaj +1 more source
A Comprehensive Review of Machine Learning Techniques for Condition-Based Maintenance
While most industrial maintenance strategies are centered on optimizing machine runtime and cost reduction, the condition-based maintenance (CBM) strategy distinguishes itself from others in its use of real-time operational data from machines to help ...
Tyler Ward +3 more
doaj +1 more source
Clustering of Condition-Based Maintenance Activities with Imperfect Maintenance and Predication Signals [PDF]
Condition-based maintenance (CBM) is a well-known maintenance cost minimization strategy in which maintenance activities are performed based on the actual state of the system being maintained.
Hasan Rasay +2 more
doaj
Condition-based maintenance considering shock and degradation processes [PDF]
An important issue in maintaining the industrial equipment is to introduce an appropriate maintenance policy to monitor the conditions of the equipment. In this research, an investigation on the concurrent effects of erosion and random shocks during the ...
Hossein Rahimi Komijani +3 more
doaj +1 more source
Improving planned and condition-based maintenance decision support [PDF]
In both civil and military aviation, maintenance plays a large role in ensuring continued safe operation and accounts for a significant portion of operating costs.
Lim Chi Keong, Reuben
core +4 more sources
Train Wheel Condition Monitoring via Cepstral Analysis of Axle Box Accelerations
Continuous wheel condition monitoring is indispensable for the early detection of wheel defects. In this paper, we provide an approach based on cepstral analysis of axle-box accelerations (ABA).
Benjamin Baasch +3 more
doaj +1 more source
Unlocking the Potential of Soft Computing for Predicting Lubricant Elemental Spectroscopy
Predictive maintenance of mechanical systems relies on accurate condition monitoring of lubricants. This study assesses the performance of soft computing models in predicting the elemental spectroscopy (Fe, Pb, Cu, Cr, Al, Si, and Zn) of engine ...
Mohammad-Reza Pourramezan +2 more
doaj +1 more source
Towards quantification of condition monitoring benefit for wind turbine generators [PDF]
Condition monitoring systems are increasingly installed in wind turbine generators with the goal of providing component-specific information to the wind farm operator and hence increase equipment availability through maintenance and operating actions ...
Ault, G.W., Mcmillan, David
core +3 more sources
Condition based maintenance in the context of opportunistic maintenance
Condition based maintenance (CBM) uses the operating condition of a component to predict a failure event. Compared to age based replacement (ABR), CBM usually results in higher availability and lower maintenance costs, since it tries to prevent unplanned downtime and avoid unnecessary preventive maintenance activities for a component.
Koochaki, Javid +3 more
openaire +2 more sources
ABSTRACT Background Loneliness is associated with adverse physical and mental health outcomes and remains understudied in children and adolescents undergoing cancer therapy. Pediatric oncology patients may be at increased risk due to medical isolation and disruption of social networks.
Charlotte N. Stahlfeld +5 more
wiley +1 more source

