[HTML][HTML] Multivariate modelling of AA6082-T6 drilling performance using RSM, ANN and response optimization

A Tzotzis, A Antoniadis, P Kyratsis - International Journal of Lightweight …, 2024 - Elsevier
The AA6082-T6 was experimentally studied in the present research with respect to the
drilling performance. Drill diameter, cutting speed and feed rate were examined, using a full …

RSM-based surface roughness modelling during AISI-H13 slot milling

A TZOTZIS, K KAKOULIS, N EFKOLIDIS… - ACTA TECHNICA …, 2023 - atna-mam.utcluj.ro
Surface roughness is a critical parameter when considering machining cost, tool longevity
and mechanical component performance. A widely applied method for developing …

Fundamentals of 3D Finite Element Modeling in Conventional Machining

P Kyratsis, A Tzotzis, JP Davim - 3D FEA Simulations in Machining, 2023 - Springer
The present chapter introduces the fundamentals of Finite Element Method (FEM) applied in
standard machining processes such as turning, drilling, and milling. The most broadly used …

A Comparative Study Between 2D and 3D Finite Element Methods in Machining

P Kyratsis, A Tzotzis, JP Davim - 3D FEA Simulations in Machining, 2023 - Springer
Abstract The Finite Element Method (FEM) is arguably one of the most valuable tools when
studying manufacturing processes. Therefore, it is widely used for the development of …