Prediction and Optimization of Surface Roughness and Cutting Forces in Turning Process Using ANN, SHAP Analysis, and Hybrid MCDM Method

Prediction and Optimization of Surface Roughness and Cutting Forces in Turning Process Using ANN, SHAP Analysis, and Hybrid MCDM Method

As manufacturing technologies advance, the integration of artificial neural networks in machining high-hardness materials and optimization of multi-objective parameters is becoming increasingly prevalent. By employing modeling and optimization strategies during the machining of such materials, manuf...

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Bibliographic Details
Main Authors: Mirza Pasic, Dejan Marinkovic, Dejan Lukic, Derzija Begic-Hajdarevic, Aleksandar Zivkovic, Mijodrag Milosevic, Kenan Muhamedagic
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Applied Sciences
Subjects:
turning process
artificial neural network
SHAP analysis
PSI-TOPSIS
optimization
Online Access:https://www.mdpi.com/2076-3417/14/23/11386
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