Machining quality control is a bottleneck operation as human inspectors and expensive equipment needed in most operations. Automated assurance the manufacturing industry has potential to replace humans lower cost of machined product. This paper presents analysis end-milled surfaces backed with experimental deep learning model investigations. The effects machining parameters like spindle speed, ...

A novel computational fluid dynamics and molecular kinetic theory (CFD-MK) method was developed to simulate the impingement of a nanodroplet onto a solid surface. A numerical solution of the Navier–Stokes equation using a volume-of-fluid (VOF) technique was used to model nanodroplet deformation. Dynamic contact angle during droplet impact was obtained by molecular kinetic theory. This dynamic c...