Online tool condition monitoring based on parsimonious ensemble

Online tool condition monitoring based on parsimonious ensemble

Existing methodologies for tool condition monitoring (TCM) still rely on batch approaches which cannot cope with a fast sampling rate of a metal cutting process. Furthermore, they require a retraining process to be completed from scratch when dealing with a new set of machining parameters. This pape...

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Bibliographic Details
Main Authors: Pratama, Mahardhika, Dimla, Eric, Tjahjowidodo, Tegoeh, Pedrycz, Witold, Lughofer, Edwin
Other Authors: School of Computer Science and Engineering
Format: Article
Language:English
Published: 2021
Subjects:
Engineering::Computer science and engineering
Concept Drifts
Ensemble Classifier
Online Access:https://hdl.handle.net/10356/154226
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Institution: Nanyang Technological University
Language: English

Internet

https://hdl.handle.net/10356/154226

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