Dynamic Modeling of Predicting Chip Formation Based on Artificial Neural Networks and Real-time Simulation of Chip

Abstract

For the problem of process monitoring of chip generation in CNC machining, the dynamic modeling of predicting chip formation using artificial neural networks based on real -time condition intelligent moni- toring was studied. The dynamic model of predicting chip formation is established in the paper. Based on mathematical model of chip space motion path, the 3D model of chip shape was developed. The real -time simulation of chip generation was realized in the virtual reality environment.