[HTML][HTML] Big Data architecture for intelligent maintenance: a focus on query processing and machine learning algorithms

C Lehmann, L Goren Huber, T Horisberger… - Journal of Big Data, 2020 - Springer
Exploiting available condition monitoring data of industrial machines for intelligent
maintenance purposes has been attracting attention in various application fields. Machine …

[HTML][HTML] Big data analytics for fault detection and its application in maintenance

L Zhang - 2016 - diva-portal.org
Big Data Analytics for Fault Detection and its Application in Maintenance diva-portal.org
Digitala Vetenskapliga Arkivet Simple search Advanced search - Research publications …

Big Data in maintenance decision support systems: aggregation of disparate data types

B Schmidt, D Galar, LI Wang - … 2016, Athens, 30 May-1 June, 2016, 2016 - diva-portal.org
There is need to obtain reliable information on current and future asset health status to
support maintenance decision making process. Within maintenance two main sources of …

[PDF][PDF] Building predictive maintenance framework for smart environment application systems

A Katona, P Panfilov, B Katalinic - Proceedings of the 29th DAAAM …, 2018 - academia.edu
Predictive maintenance is a powerful maintenance strategy that makes it possible to
significantly reduce operation and maintenance costs of public, commercial and industrial …

[PDF][PDF] The need for Big Data collection and analyses to support the development of an advanced maintenance strategy

D Baglee, S Marttonen, D Galar - … of the World Congress in Computer …, 2015 - academia.edu
Data mining applications are becoming increasingly important for the wide range of
manufacturing processes. During daily manufacturing operations large amounts of data is …

Fault classification driven by maintenance management for smart maintenance applications

R Bodo, M Bertocco, A Bianchi - … on Metrology for Industry 4.0 & …, 2020 - ieeexplore.ieee.org
The study focuses on health monitoring applications that enables companies to offer smart
maintenance services in the general context of industry 4.0. To this aim, a common practice …

[HTML][HTML] Providing fault detection from sensor data in complex machines that build the smart city

A Gascón, R Casas, D Buldain, Á Marco - Sensors, 2022 - mdpi.com
Household appliances, climate control machines, vehicles, elevators, cash counting
machines, etc., are complex machines with key contributions to the smart city. Those devices …

[HTML][HTML] An industrial big data pipeline for data-driven analytics maintenance applications in large-scale smart manufacturing facilities

P O'Donovan, K Leahy, K Bruton, DTJ O'Sullivan - Journal of big data, 2015 - Springer
The term smart manufacturing refers to a future-state of manufacturing, where the real-time
transmission and analysis of data from across the factory creates manufacturing intelligence …

A survey on predictive maintenance through big data

A Patwardhan, AK Verma, U Kumar - Current Trends in Reliability …, 2016 - Springer
Modern manufacturing systems use thousands of sensors retrieving information at hundreds
to thousands of samples per second. The real time data being generated is mostly used for …

[HTML][HTML] Implementation and transfer of predictive analytics for smart maintenance: A case study

S von Enzberg, A Naskos, I Metaxa… - Frontiers in Computer …, 2020 - frontiersin.org
Smart maintenance offers a promising potential to increase efficiency of the maintenance
process, leading to a reduction of machine downtime and thus an overall productivity …