A PNN self-learning tool breakage detection system in end milling operations
The system provides a function of on-line real-time cutting tool monitoring. The system applies PNN to shorten the training time to achieve the objective of real-time learning in manufacturing. The property of PNN prevents the detection system from Type II error to ensure the quality of product. The self-learning ability enables the system to achieve higher accuracy of the system.
self-learning tool breakage end milling operations probabilistic neural network