A hybrid-driven probabilistic state space model for tool wear monitoring

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

Artificial intelligence systems for tool condition monitoring in machining: analysis and critical review

Danil Yurievich Pimenov, Andrés Bustillo, Szymon Wojciechowski et al. · Journal of Intelligent Manufacturing · 2022 · 341 citations

Engineering, Manufacturing Engineering, Mechanical Engineering +16

Physics guided neural network for machining tool wear prediction

Jinjiang Wang, Yilin Li, Rui Zhao et al. · Journal of Manufacturing Systems · 2020 · 279 citations

Engineering, Manufacturing Engineering, Mechanical Engineering +13

Remaining useful life estimation based on stochastic deterioration models: A comparative study

Khanh Le Son, Mitra Fouladirad, Anne Barros et al. · Reliability Engineering & System Safety · 2012 · 271 citations

Architecture, Building Science, Maintenance Engineering +11

A data-driven model for milling tool remaining useful life prediction with convolutional and stacked LSTM network

Qinglong An, Zhengrui Tao, Xingwei Xu et al. · Measurement · 2019 · 244 citations

Engineering, Industrial Engineering, Manufacturing Engineering +10