This study aims to present an overall review of the recent research status regarding Machine
Learning (ML) applications in machining processes. In the current industrial systems …

In this paper, a neural network modeling approach is presented for the prediction of surface
roughness (Ra) in CNC face milling. The data used for the training and checking of the …

Surface roughness plays an important role in the performance of a finished part. The
roughness is usually measured off-line when the part is already machined, although in …

A method of determining the contact force on laminated composite plates subjected to low
velocity impact is developed using the finite element method and a neural network. The …

In the present work a new approach for the modelling of milling is described. The cutting
forces are calculated for milling operations directly from the tool path provided by a …

Sculptured surface machining (SSM) is one of the continually used manufacturing processes
for die/mold, aerospace (especially turbine blades), precision machine design, bio-medical …

Monitoring of machining processes is a critical requirement in the implementation of any
unmanned operation in a shop floor and, particularly, in the establishment of Flexible …

In today's business environment, reliability and maintenance drastically affect the three key
elements of competitiveness-quality, cost, and product lead time. Well-maintained machines …

High productive milling of complex sculptured surfaces is extremely important in many
different industries. Determination of the appropriate tool path styles and milling parameters …

Abstract Light Amplification Stimulation Emission of Radiation or the common name is Laser.
The laser light differs from ordinary light due to it has the photons of same frequency …