Cutting tool wear prediction based on the multi-stage Wiener process

Remaining useful life estimation in prognostics using deep convolution neural networks

Xiang Li, Qian Ding, Jian‐Qiao Sun · Reliability Engineering & System Safety · 2017 · 1.6K citations

Prognostic Assessment, Prognostic Evaluation, Engineering +11

Remaining Useful Life Estimation Based on a Nonlinear Diffusion Degradation Process

Xiaosheng Si, Wenbin Wang, Changhua Hu et al. · IEEE Transactions on Reliability · 2012 · 628 citations

Reliability Engineering, Engineering, Useful Life Estimation +14

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 · 624 citations · Full text

Engineering, Machine Learning, Feed-forward Back Propagation +26

A Wiener-process-based degradation model with a recursive filter algorithm for remaining useful life estimation

Xiaosheng Si, Wenbin Wang, Chang-Hua Hu et al. · Mechanical Systems and Signal Processing · 2012 · 448 citations

Wiener-process-based Degradation Model, Reliability Engineering, Environmental Monitoring +13

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 · 386 citations

Engineering, Material Machining, Tool Wear +4