Drilling tool fialure prediction using machine learning

B. Parkhe, N. Figliola, “Drill bit fault detection and classification using k-nearest neighbor, decision tree, artificial neural network, support vector machine, and Naive Bayes classifier”
Drill Fault Classification - Paper
Drill Fault Classification - Final Presentation