Journal ArticleDOI
An overview of time-based and condition-based maintenance in industrial application
TLDR
It can be concluded that the application of the CBM technique is more realistic, and thus more worthwhile to apply, than the TBM one, however, further research on CBM must be carried out in order to make it more realistic for making maintenance decisions.About:
This article is published in Computers & Industrial Engineering.The article was published on 2012-08-01. It has received 729 citations till now. The article focuses on the topics: Condition-based maintenance & Predictive maintenance.read more
Citations
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Journal ArticleDOI
A review on condition-based maintenance optimization models for stochastically deteriorating system
Suzan Alaswad,Yisha Xiang +1 more
TL;DR: A review of CBM literature with emphasis on mathematical modeling and optimization approaches, and classifies the literature on CBM models based on the underlying deterioration processes, namely discrete- and continuous-state deterioration, and proportional hazard model.
Journal ArticleDOI
Wind Turbine Condition Monitoring: State-of-the-Art Review, New Trends, and Future Challenges
Pierre Tchakoua,Rene Wamkeue,Mohand Ouhrouche,Fouad Slaoui-Hasnaoui,Tommy Andy Tameghe,Gabriel Ekemb +5 more
TL;DR: In this article, a general review and classification of wind turbine condition monitoring methods and techniques with a focus on trends and future challenges is provided, and interesting insights from this research are used to point out strengths and weaknesses in today's WTCM industry and define research priorities needed for the industry to meet the challenges in wind industry technological evolution and market growth.
Journal ArticleDOI
Performance-based health monitoring, diagnostics and prognostics for condition-based maintenance of gas turbines: A review
TL;DR: In this paper, a systematic review of recently developed engine performance monitoring, diagnostic and prognostic techniques is presented, which provides experts, students or novice researchers and decision-makers working in the area of gas turbine engines with the state of the art for performance-based condition monitoring.
Journal ArticleDOI
Prognostics and Health Management: A Review on Data Driven Approaches
TL;DR: This paper provides a concise review of mainstream methods in major aspects of the PHM framework, including the updated research from both statistical science and engineering, with a focus on data-driven approaches.
Mechanical systems and signal processing
TL;DR: Vehicle system dynamics integration encompasses interdisciplinary challenges innovations in various aspects related to vehicle system/subsystems/components dynamic characteristics, modeling and validation, vehicle dynamics state measurement and estimation, vehicle/chassis control systems, coordination of power management and dynamics/stability control, etc.
References
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Journal ArticleDOI
A model to predict the residual life of aircraft engines based upon oil analysis data
Wenbin Wang,Wenjuan Zhang +1 more
TL;DR: A recursive prediction model is formulated for the item's residual life given measured oil monitoring information to date and the model is fitted to the actual SOAP data from the aircraft engines, and the goodness‐of‐fit test has been carried out.
Journal ArticleDOI
Multi-step ahead direct prediction for the machine condition prognosis using regression trees and neuro-fuzzy systems
TL;DR: The results show that the ANFIS prediction model can track the change in machine conditions and has the potential for using as a tool to machine fault prognosis.
Journal ArticleDOI
HMM-Based Fault Detection and Diagnosis Scheme for Rolling Element Bearings
Hasan Ocak,Kenneth A. Loparo +1 more
TL;DR: In this article, a new bearing fault detection and diagnosis scheme based on hidden Markov modeling (HMM) of vibration signals was introduced. But the proposed scheme was also adapted to diagnose multiple bearing faults.
Journal ArticleDOI
Predictive condition-based maintenance for continuously deteriorating systems
Susan Lu,Yu-Chen Tu,Huitian Lu +2 more
TL;DR: A predictive condition-based maintenance approach based on monitoring, modeling, and predicting a system's deterioration is addressed to provide economic and preventive maintenance solutions in order to maximize the profit of the ownership of a system.
BookDOI
Maintenance, modeling, and optimization
TL;DR: In this paper, the authors present a general approach for the coordination of maintenance Frequencies R. van Dijkhuizen et al. proposed a framework for analyzing maintenance policies and a general EMQ model with machine breakdown.