On-line tool wear monitoring under variable milling conditions based on a condition-adaptive hidden semi-Markov model (CAHSMM)

Hidden semi-Markov models

Shun‐Zheng Yu · Artificial Intelligence · 2009 · 739 citations

A Comparative Study on Machine Learning Algorithms for Smart Manufacturing: Tool Wear Prediction Using Random Forests

Dazhong Wu, Connor Jennings, Janis Terpenny et al. · Journal of Manufacturing Science and Engineering · 2017 · 662 citations · Full text

Engineering, Industrial Engineering, Manufacturing Engineering +17

Deep Transfer Learning Based on Sparse Autoencoder for Remaining Useful Life Prediction of Tool in Manufacturing

Chuang Sun, Meng Ma, Zhibin Zhao et al. · IEEE Transactions on Industrial Informatics · 2018 · 523 citations

Engineering, Industrial Engineering, Manufacturing Engineering +17

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

Gaussian process regression for tool wear prediction

Dongdong Kong, Yongjie Chen, Ning Li · Mechanical Systems and Signal Processing · 2017 · 334 citations

Engineering, Manufacturing Engineering, Mechanical Engineering +14