A comprehensive review of big data analytics throughout product lifecycle to support sustainable smart manufacturing: A framework, challenges and future research …
Smart manufacturing has received increased attention from academia and industry in recent
years, as it provides competitive advantage for manufacturing companies making industry …
years, as it provides competitive advantage for manufacturing companies making industry …
Industrial maintenance decision-making: A systematic literature review
E Ruschel, EAP Santos, EFR Loures - Journal of Manufacturing Systems, 2017 - Elsevier
The increasing competition among industries has leveraged the emergence of various tools
and methods for maintenance decision-making support. This paper identifies in literature the …
and methods for maintenance decision-making support. This paper identifies in literature the …
Data-driven smart manufacturing
The advances in the internet technology, internet of things, cloud computing, big data, and
artificial intelligence have profoundly impacted manufacturing. The volume of data collected …
artificial intelligence have profoundly impacted manufacturing. The volume of data collected …
A big data analytics architecture for cleaner manufacturing and maintenance processes of complex products
Cleaner production (CP) is considered as one of the most important means for
manufacturing enterprises to achieve sustainable production and improve their sustainable …
manufacturing enterprises to achieve sustainable production and improve their sustainable …
Condition based maintenance of machine tools—A review
During the operation, machines generate vibrations which result in deterioration of machine
tools eventually causing failure of some subsystems or the machine itself. The vibration …
tools eventually causing failure of some subsystems or the machine itself. The vibration …
[HTML][HTML] Condition-based maintenance—an extensive literature review
This paper presents an extensive literature review on the field of condition-based
maintenance (CBM). The paper encompasses over 4000 contributions, analysed through …
maintenance (CBM). The paper encompasses over 4000 contributions, analysed through …
Big Data enabled Intelligent Immune System for energy efficient manufacturing management
Abstract The Big Data driven approach has become a new trend for manufacturing
optimisation. In this paper, an innovative Big Data enabled Intelligent Immune System (I 2 S) …
optimisation. In this paper, an innovative Big Data enabled Intelligent Immune System (I 2 S) …
Condition based maintenance of bearings and gears for fault detection–A review
Abstract Machines without vibrations in the working environment are something non-
existent, which create vibrations and henceforth result in deterioration of machine …
existent, which create vibrations and henceforth result in deterioration of machine …
Establishment of maintenance inspection intervals: an application of process mining techniques in manufacturing
E Ruschel, EAP Santos, EFR Loures - Journal of Intelligent Manufacturing, 2020 - Springer
Reducing costs and increasing equipment availability (uptime) are among the main goals of
industrial ventures. Well defined interval durations between maintenance inspections …
industrial ventures. Well defined interval durations between maintenance inspections …
Remaining useful life prediction using prognostic methodology based on logical analysis of data and Kaplan–Meier estimation
Most of the reported prognostic techniques use a small number of condition indicators
and/or use a thresholding strategies in order to predict the remaining useful life (RUL). In this …
and/or use a thresholding strategies in order to predict the remaining useful life (RUL). In this …