Smart Data Collection System for Brownfield CNC Milling Machines: A New Benchmark Dataset for Data-Driven Machine Monitoring

1 code implementation • Procedia CIRP 2022 • Mohamed-Ali Tnani, Michael Feil, Klaus Diepold

To enhance the scalability of machine learning in real-world applications, this paper presents a benchmark dataset for process monitoring of brownfield milling machines based on acceleration data.

BIG-bench Machine Learning Philosophy +2