This study proposes a hybrid machine learning (ML) model that combines a radial basis
function network (RBFN) with principal component analysis (PCA) to predict residual stress …

Residual stress induced by coupling thermo-mechanical fields cannot be completely
released and remains inside the workpiece after the cutting process, which has a significant …

Residual stresses in the surface and subsurface of the machined part are important factors
for surface integrity, which can significantly influence its performance and service life …

Most studies have been carried out to investigate the surface integrity induced by metal
cutting process. However, the previous studies are limited to a longitudinal turning or …

Precise prediction of milling force is a crucial issue in multi-axis milling, which is important
for evaluating the tool life and surface quality. In this paper, an improved force model for ball …

Slender shafts have wide application on the aerospace, automotive and medical devices.
However, they are prone to bending deformation during cutting process due to their low …

Pore deformation and damage are caused by the compression of the cutting tool during the
machining of porous materials. Tool-edge radius is a key factor in the nano-cutting of pores …

Residual stress is of great importance on the fatigue life of components; nevertheless, most
of the simulations of turning operation focus on the first cut and ignore the evolution of …

Titanium is widely employed in aerospace space, where the surface integrity plays an
important role in part quality. This paper presents the numerical and experimental results of …

High-performance manufacturing (HPM) is essential for high-quality equipment and parts
manufacturing, which requires not only geometric accuracy but also control of surface …