Transfer learning enabled convolutional neural networks for estimating health state of cutting tools

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A hybrid predictive maintenance approach for CNC machine tool driven by Digital Twin

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Remaining useful life prediction based on health index similarity

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Automatic Identification of Tool Wear Based on Convolutional Neural Network in Face Milling Process

(2019) Xuefeng Wu et al.   SENSORS

Flexible Robot With Variable Stiffness in Transoral Surgery

(2019) Changsheng Li et al.   IEEE-ASME TRANSACTIONS ON MECHATRONICS

In-process machine vision monitoring of tool wear for Cyber-Physical Production Systems

(2019) Romulo Gonçalves Lins et al.   ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING

Rolling element bearing fault diagnosis using convolutional neural network and vibration image

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Machinery health prognostics: A systematic review from data acquisition to RUL prediction

(2018) Yaguo Lei et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Using multiple feature spaces-based deep learning for tool condition monitoring in ultra-precision manufacturing

(2018) Chengming Shi et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Deep learning and its applications to machine health monitoring

(2018) Rui Zhao et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Deep Model Based Domain Adaptation for Fault Diagnosis

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Reliability model of a component equipped with PHM capabilities

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Fuzzy logic based tool condition monitoring for end-milling

(2017) Besmir Cuka et al.   ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING

Multisensory fusion based virtual tool wear sensing for ubiquitous manufacturing

(2017) Jinjiang Wang et al.   ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING

Learning to Monitor Machine Health with Convolutional Bi-Directional LSTM Networks

(2017) Rui Zhao et al.   SENSORS

Convolutional Neural Network Based Fault Detection for Rotating Machinery

(2016) Olivier Janssens et al.   JOURNAL OF SOUND AND VIBRATION

ImageNet Large Scale Visual Recognition Challenge

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Monitoring online cutting tool wear using low-cost technique and user-friendly GUI

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