Introduction

• Sensor monitoring of chip form in turning was performed through cutting force signal detection and analysis

• Longitudinal turning tests were carried out on carbon steel Ck45

• Decision making on chip form typology was performed using a supervised neural network (NN) approach, using diverse back-propagation feed-forward NN configurations