Tool wear prediction method based on the SVM-Clara model

Tool wear prediction method based on the SVM-Clara model

To reduce the damage of mechanical parts during machining, a tool wear prediction method based on the SVM-Clara model is proposed. By analyzing the support vector machine (SVM) and Clara algorithm, using regular prediction data or unobservable data, the average dissimilarity of all objects is concen...

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Bibliographic Details
Main Authors: Yang Yi, Sun Liang
Format: Article
Language:English
Published: Sciendo 2024-01-01
Series:Applied Mathematics and Nonlinear Sciences
Subjects:
svm model
clara algorithm
tool wear prediction
data preprocessing
65y20
Online Access:https://doi.org/10.2478/amns.2023.1.00249

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