Performance degradation assessment of rolling bearing based on convolutional neural network and deep long-short term memory network

A novel wavelet sequence based on deep bidirectional LSTM network model for ECG signal classification

(2018) Özal Yildirim   COMPUTERS IN BIOLOGY AND MEDICINE

Smart connected electronic gastroscope system for gastric cancer screening using multi-column convolutional neural networks

(2018) Hao Wang et al.   INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH

Application of the wavelet packet transform to vibration signals for surface roughness monitoring in CNC turning operations

(2018) E. García Plaza et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Deep learning and its applications to machine health monitoring

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

Surface roughness monitoring by singular spectrum analysis of vibration signals

(2017) E. García Plaza et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

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

(2017) Rui Zhao et al.   SENSORS

Fault diagnosis of rotary machinery components using a stacked denoising autoencoder-based health state identification

(2017) Chen Lu et al.   SIGNAL PROCESSING

A model based approach to assess the performance of production systems in degraded mode

(2016) Khalil Negrichi et al.   INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH

A sparse auto-encoder-based deep neural network approach for induction motor faults classification

(2016) Wenjun Sun et al.   MEASUREMENT

Gearbox fault diagnosis based on deep random forest fusion of acoustic and vibratory signals

(2016) Chuan Li et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Extracting human attributes using a convolutional neural network approach

(2015) Hugo Alberto Perlin et al.   PATTERN RECOGNITION LETTERS

Monitoring the tool wear, surface roughness and chip formation occurrences using multiple sensors in turning

(2014) M.S.H. Bhuiyan et al.   JOURNAL OF MANUFACTURING SYSTEMS

Investigation on the influence of tool-tip vibration on surface roughness and its representative measurement in ultra-precision diamond turning

(2013) H. Wang et al.   INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE

On the prediction of surface roughness in the hard turning based on cutting parameters and tool vibrations

(2013) Zahia Hessainia et al.   MEASUREMENT

Noisy matrix decomposition via convex relaxation: Optimal rates in high dimensions

(2012) Alekh Agarwal et al.   ANNALS OF STATISTICS

Local and Nonlocal Preserving Projection for Bearing Defect Classification and Performance Assessment

(2011) Jianbo Yu   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS