2 papers
cs.LG2025
Data-Driven Temperature Modelling of Machine Tools by Neural Networks: A Benchmark
C. Coelho, M. Hohmann, D. Fernández +3
Thermal errors in machine tools significantly impact machining precision and productivity. Traditional thermal error correction/compensation methods rely on measured temperature-de…
cs.CE2025
An Open Dataset for Temperature Modelling in Machine Tools
C. Coelho, D. Fernández, M. Hohmann +3
This data set descriptor introduces a structured, high-resolution dataset of transient thermal simulations for a vertical axis of a machine tool test rig. The data set includes tem…