An intelligent approach for data pre-processing and analysis in predictive maintenance with an industrial case study
Journal article, 2020
unsupervised learning
CRISP-DM methodology
predictive maintenance
industrial big data
dimensionality reduction
machine learning
data pre-processing and analysis
Prognostics and health management
Author
Ebru Turanoglu Bekar
Chalmers, Industrial and Materials Science, Production Systems
Per Nyqvist
Chalmers, Industrial and Materials Science, Production Systems
Anders Skoogh
Chalmers, Industrial and Materials Science, Production Systems
Advances in Mechanical Engineering
1687-8132 (ISSN) 1687-8140 (eISSN)
Vol. 12 5 1687814020919207Subject Categories
Reliability and Maintenance
Computer Science
Computer Systems
DOI
10.1177/1687814020919207