...Rafael Oliveira Silva; Fabio Roberto Chavarette; Roberto Outa Purpose The purpose of this study is to develop and evaluate a data-driven framework for vibration-based condition monitoring aimed at supporting predictive maintenance of polymeric components in rotating mechanical systems. The work...

... © Emerald Publishing Limited 2025 Emerald Publishing Limited Licensed re-use rights only Predictive maintenance decision Knowledge-informed learning Industrial machine Constrained Pareto optimization Condition monitoring Imbalanced failure propagation Zero-shot reliability metric...

... Emerald Publishing Limited Licensed re-use rights only Condition monitoring Diagnosis Fault detection Industrial maintenance Predictive maintenance Machine learning In the semiconductor manufacturing industry, high utilization and low operation cost of equipment have become...

... of the proposed implementation of LAD is compared to six common machine learning algorithms. Finally, the paper ends by the summary and the conclusions in section 7 . Pattern classification Condition monitoring Fault detection Rail wear Railway system is an essential mode of transportation...

... Emerald Publishing Limited 2022 Emerald Publishing Limited Licensed re-use rights only Predictive maintenance Fault detection Condition monitoring Nowadays, a vast amount of research is going on in the areas of smart manufacturing and smart production. Smart manufacturing introduces...

...Youn Ji Lee; Hyuk Jun Kwon; Yujin Seok; Sang Jeen Hong Purpose The purpose of this paper is to demonstrate industrial Internet of Things (IIoT) solution to improve the equipment condition monitoring with equipment status data and process condition monitoring with plasma optical emission...

... Gholami can be contacted at: javadgholami@mecheng.iust.ac.ir 11 03 2020 02 01 2021 17 06 2021 © Emerald Publishing Limited 2021 Emerald Publishing Limited Licensed re-use rights only Condition monitoring Corrective maintenance Decision-making framework Fuzzy inference...

... re-use rights only Condition monitoring Diagnosis Quality control Vibration analysis Spare parts provisioning Cutting tool vibration types may be free, forced and/or self-exited with the chatter which is a form of self-excited type being the most important issue. Quintana...

... the higher frequency components of the signal because the raw data were dominated by gear mesh frequencies. The features used were RMS, Kurtosis, standard deviation crest factor and skewness. These features are typical statistical features used for bearing condition monitoring (Jiang et al., 2014...

... 04 07 2019 © Emerald Publishing Limited 2019 Emerald Publishing Limited Licensed re-use rights only Detection Diagnosis Condition monitoring Condition maintenance Failure mode and effect analysis (FMEA) Among all renewable energies, in recent years, wind energy has been...

.... The purpose of this paper is to propose a just-in-time (JIT) spare parts availability approach by integrating condition monitoring (CM) with spare parts management by means of proportional hazards models (PHM) to eliminate some of the shortcomings of the spare parts demand forecasting methods. Design...

... of an innovative condition-based maintenance system designed to meet the requirements of twenty-first century airport systems and Industry 4.0. Design/methodology/approach An empirical experimental approach to this action research was taken to install a vibration condition monitoring pilot test in the north...

... operating in Latin America. Condition monitoring Environmental degradation Condition maintenance Pintelon et al. (1999) listed the following methodologies for maintenance approach: failure-based maintenance, use-based maintenance, condition-based maintenance, opportunity-based...

... maintains a workforce of 11,400 employees in the region (Caterpillar, 2016). Condition monitoring Environmental degradation Condition maintenance The Latin American market is an important source of revenue for US construction equipment manufacturers and multinational construction companies...

...Maria Del Pilar Colin Hernandez; Ashraf Labib Purpose The purpose of this paper is to propose a model for assisting in the decision-making process for acquiring a condition monitoring (CM) system for an oil-immersed power transformer in order to improve its maintainability. Design/methodology...

...Bernard Schmidt; Kanika Gandhi; Lihui Wang; Diego Galar Purpose The purpose of this paper is to exemplify and discuss the context aspect for predictive analytics where in parallel condition monitoring (CM) measurements data and information related to the context are gathered and analysed...

... and renewal and strategic decision making and for the road infrastructure. Johan Odelius can be contacted at: johan.odelius@ltu.se 28 11 2016 17 03 2017 06 04 2017 Condition monitoring Smartphone Floating data Industrial internet Road roughness In the Scandinavian...

... at: rosmainiahmad@unimap.edu.my 07 03 2016 20 06 2016 30 08 2016 © Emerald Publishing Limited 2017 Emerald Publishing Limited Licensed re-use rights only Decision support system Maintenance policy Condition monitoring Industry application Production machine perspective...

...Mike Gerdes; Dieter Scholz; Diego Galar Purpose The purpose of this paper is to analyze the effects of condition-based maintenance based on unscheduled maintenance delays that were caused by ATA chapter 21 (air conditioning). The goal is to show the introduction of condition monitoring in aircraft...

... ; Mollazade et al., 2009). © Emerald Group Publishing Limited 2014 Vibration analysis Condition monitoring K-nearest neighbour Support vector machine Unbalanced fault Since condition monitoring has substantial impacts in industry, it has received an enormous attention from...