A Comparative Study of Multiple Regression, ANN and Response Surface Method for Machining Force.

Autor: Mimoun, Chahrazed Hiba, Haddouche, Kamel, Makhfi, Souâd
Předmět:
Zdroj: Interdisciplinary Conference on Mechanics, Computers & Electrics (ICMECE); Oct2022, p78-83, 6p
Abstrakt: In this work, a comparative study of predictive models for machining force in turning has been investigated. The developed models use the Multiple Regression, Artificial Neural Networks, and Response Surface Method. Simulations, based on our experimental tests, were performed under Statgraphics and Matlab. The prediction of cutting force by Response Surface Method is most powerful because it gives a great determination coefficient, minimal MSE and minimal MAPE. [ABSTRACT FROM AUTHOR]
Databáze: Complementary Index