A weighted hidden Markov model approach for continuous-state tool wear monitoring and tool life prediction

Estimation of tool wear during CNC milling using neural network-based sensor fusion

Nirmalya Ghosh, Yoganraj Ravi, Aditya Kumar Patra et al. · Mechanical Systems and Signal Processing · 2006 · 391 citations

Engineering, Manufacturing Engineering, Mechanical Engineering +14

Health assessment and life prediction of cutting tools based on support vector regression

Tarak Benkedjouh, Kamal Medjaher, N. Zerhouni et al. · Journal of Intelligent Manufacturing · 2013 · 380 citations

Engineering, Manufacturing Engineering, Risk Assessment +10

A Data-Driven Failure Prognostics Method Based on Mixture of Gaussians Hidden Markov Models

Diego Tobon-Mejia, Kamal Medjaher, Noureddine Zerhouni et al. · IEEE Transactions on Reliability · 2012 · 351 citations

Engineering, Data Science, Condition Assessment +16

CNC machine tool's wear diagnostic and prognostic by using dynamic Bayesian networks

Diego Tobon-Mejia, Kamal Medjaher, Noureddine Zerhouni · Mechanical Systems and Signal Processing · 2011 · 233 citations

Computing, Computer Science, Mechanical Engineering +14

Tool wear monitoring of micro-milling operations

Mohammad Malekian, Simon S. Park, Martin Byung‐Guk Jun · Journal of Materials Processing Technology · 2009 · 224 citations

Engineering, Manufacturing Engineering, Mechanical Engineering +12