activity
20182022
most citedSelf-Optimizing Grinding Machines using Gaussian Process Models and Constrained Bayesian Optimization

34 citations · 85 across the 6 of their papers we have counts for

collaborators

6 papers

cond-mat.mtrl-sci2022★ 10 cited

Dry Cutting Experiments Database Ti6Al4V and Ck45

Hagen Klippel, Stefan Süssmaier, Michal Kuffa +1

The numerical simulation of metal cutting processes requires material data for constitutive equations, which cannot be obtained with standard material testing procedures. Instead,…

cond-mat.mtrl-sci2020★ 3 cited

Johnson Cook Flow Stress Parameter for Free Cutting Steel 50SiB8

Hagen Klippel, Marcel Gerstgrasser, Darko Smolenicki +3

The present documents deals with the material characterization of the free cutting steel 50SiB8 for numerical simulations. Quasi-static tensile tests as well as Split Hopkinson Ten…

eess.SY2020★ 34 cited

Self-Optimizing Grinding Machines using Gaussian Process Models and Constrained Bayesian Optimization

Markus Maier, Alisa Rupenyan, Christian Bobst +1

In this study, self-optimization of a grinding machine is demonstrated with respect to production costs, while fulfilling quality and safety constraints. The quality requirements o…

math.NA2020★ 24 cited

Model order reduction of thermo-mechanical models with parametric convective boundary conditions: focus on machine tool

Pablo Hernández-Becerro, Daniel Spescha, Konrad Wegener

This paper presents a parametric Model Order Reduction (MOR) method for weakly coupled thermo-mechanical Finite Element (FE) models of machine tools and other similar mechatronic s…

physics.comp-ph2018★ 6 cited

Meshless Methods for Large Deformation Elastodynamics

Matthias Röthlin, Hagen Klippel, Konrad Wegener

Meshless methods are a promising candidate to reliably simulate materials undergoing large deformations. Unlike mesh based methods like the FEM, meshless methods are not limited in…

physics.app-ph2018★ 8 cited

Flash Temperature and Force Measurements in Single Diamond Scratch Tests

Mansur Akbari, Mikhail Kliuev, Jens Boos +1

Analysis of the highest temperature in the machining processes, namely the flash temperature, helps to understand the physics of the process, to improve cutting tool geometry, and…