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Keywords: Data mining
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Journal Articles
A data mining approach for lubricant-based fault diagnosis
Available to Purchase
Journal of Quality in Maintenance Engineering (2021) 27 (2): 264–291.
Published: 09 July 2020
..., a high value depicted by a parameter like silicon may be attributed to dirt ingression to the sample due to wrong sampling procedures. In this study, we use data mining methods to explore significant correlation and patterns in used oil analysis data for maintenance decision support and more...
Journal Articles
Diagnosis and economic impact of operational variability – a case from the chemical forest industry
Available to Purchase
Journal of Quality in Maintenance Engineering (2015) 21 (3): 294–309.
Published: 10 August 2015
...Jukka Mikael Rantamäki; Olli Saarela Purpose – This paper deals with the identification and diagnosis of operational variability in chemical processes, which is a common problem in mills but little explored in literature. The Cross-Industry Standard Process for Data Mining (CRISP-DM) is a widely...
Journal Articles
Condition based maintenance: a survey
Available to Purchase
Journal of Quality in Maintenance Engineering (2012) 18 (4): 384–400.
Published: 19 October 2012
... in automotive, aviation, manufacturing, defense, and other industries. It involves various disciplines like data mining, artificial intelligence, and statistics to enable the systems to be maintenance intelligent. These disciplines help in predicting the future consequences based on the past and current system...
