Towards data mining based decision support in manufacturing maintenance

K Gandhi, B Schmidt, AHC Ng - Procedia Cirp, 2018 - Elsevier
The current work presents a decision support system architecture for evaluating the features
representing the health status to predict maintenance actions and remaning useful life of …

Application of data mining in a maintenance system for failure prediction

P Bastos, I Lopes, L Pires - Safety, Reliability and Risk …, 2014 - api.taylorfrancis.com
In industrial environment, data generated during equipment maintenance and monitoring
activities has become increasingly overwhelming. Data mining presents an opportunity to …

[PDF][PDF] Machine learning approaches for failure type detection and predictive maintenance

P Jahnke - Technische Universität Darmstadt, 2015 - Citeseer
With an increasing number of embedded sensing computer systems set up in production
plants, machines, cars, etc., there are new possibilities to monitor and log the data from such …

cbmLAD-using logical analysis of data in condition based maintenance

MA Mortada, S Yacout - 2011 3rd International Conference on …, 2011 - ieeexplore.ieee.org
Condition Based Maintenance (CBM) software, called cbmLAD, under development at École
Polytechnique de Montréal is presented in this paper. The backbone of the software is a …

Identification of abnormal events by data monitoring: Application to complex systems

P Bect, Z Simeu-Abazi, PL Maisonneuve - Computers in Industry, 2015 - Elsevier
Many maintenance actions, such as mechanical, electrical, and hydraulic skills, are
mandatory to maintain complex systems in operational conditions. Considerable research …

[PDF][PDF] Multi-class classification approach based on fuzzy-filtering for condition monitoring

H Aljoumaa, D Soffker - IAENG International Journal of Computer …, 2011 - researchgate.net
Analytical model-based methods have been devel-oped during the last decades to achieve
the goals of fault diagnosis of systems. One of the drawbacks of these methods, is the …

A holistic approach for quality oriented maintenance planning supported by data mining methods

R Glawar, Z Kemeny, T Nemeth, K Matyas, L Monostori… - Procedia cIRP, 2016 - Elsevier
Appropriate maintenance measures, which are carried out at the right time are a key factor to
secure plant availability, product quality and process efficiency in modern manufacturing …

Research on the condition based maintenance decision of equipment in power plant

YL Dong, YJ Gu, K Yang - Proceedings of 2004 International …, 2004 - ieeexplore.ieee.org
Aiming at the problem that the condition information of the equipment in power plant is
seldom considered during making maintenance decision and as a result insufficiency or …

The use of knowledge-based systems in evaluation and enhancement of maintenance routines

KAH Kobbacy - International Journal of Production Economics, 1992 - Elsevier
For large industrial organisations, a considerable saving in operations costs can be
achieved through improving the effectiveness of the maintenance function. Special …

Fault diagnosis of manufacturing systems using data mining techniques

I Djelloul, Z Sari - 2018 5th International Conference on …, 2018 - ieeexplore.ieee.org
Fault is one of the main causes of failure, and the accurate diagnosis is one of the most
significant steps in fault treatment. This paper considers the diagnosis system to solve some …