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…