...Jane Kelly Barbosa de Almeida; Rodrigo Sampaio Lopes; Marcele Elisa Fontana Purpose This paper proposes a framework to assist in managing predictive maintenance by detecting progressive surface wear on spur gears through the analysis of digital images of gear teeth using computer vision (CV...

... be contacted at: debasis.srf.min21@itbhu.ac.in 08 11 2023 29 03 2024 28 05 2024 © Emerald Publishing Limited 2024 Emerald Publishing Limited Licensed re-use rights only Bayesian network Predictive maintenance Operational reliability Reliability is commonly used...

...Zhixuan Shao; Mustafa Kumral Purpose This study aims to address the critical issue of machine breakdowns in industrial settings, which jeopardize operation economy, worker safety, productivity and environmental compliance. It explores the efficacy of a predictive maintenance program in mitigating...

... 4.0 Machine learning Predictive maintenance Machine learning (ML) is a core technology for predicting failures of material systems, such as components, machines and manufacturing plants. These predictions assume a critical role in data-driven maintenance strategies that aim at circumventing...

.... Different data-driven methods for predictive maintenance have been proposed in the literature. Most of these methods implement CBM solutions, while others are used to implement modeled or simulated predictive maintenance (statistically predictive). Both these approaches aim to define critical assets...

...-plant stoppages and components breakdowns within a defined time interval, supports the decision maker in determining whether it is better to perform predictive maintenance or corrective interventions on the basis of probability measurements. Design/methodology/approach The formalism applied...

...Ming-Yi You Purpose The purpose of this paper is to propose a predictive maintenance (PdM) system for hybrid degradation processes with continuous degradation and sudden damage to improve maintenance effectiveness. Design/methodology/approach The PdM system updates the degradation model using...