A Time-Distributed Spatiotemporal Feature Learning Method for Machine Health Monitoring with Multi-Sensor Time Series

Machine Health Monitoring Using Local Feature-Based Gated Recurrent Unit Networks

(2018) Rui Zhao et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Learning Deep Spatio-Temporal Dependence for Semantic Video Segmentation

(2018) Zhaofan Qiu et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Deep learning for automatic stereotypical motor movement detection using wearable sensors in autism spectrum disorders

(2018) Nastaran Mohammadian Rad et al.   SIGNAL PROCESSING

Dislocated Time Series Convolutional Neural Architecture: An Intelligent Fault Diagnosis Approach for Electric Machine

(2017) Ruonan Liu et al.   IEEE Transactions on Industrial Informatics

A Convolutional Neural Network for Fault Classification and Diagnosis in Semiconductor Manufacturing Processes

(2017) Ki Bum Lee et al.   IEEE TRANSACTIONS ON SEMICONDUCTOR MANUFACTURING

Real-time vibration-based structural damage detection using one-dimensional convolutional neural networks

(2017) Osama Abdeljaber et al.   JOURNAL OF SOUND AND VIBRATION

An analysis of Convolutional Long Short-Term Memory Recurrent Neural Networks for gesture recognition

(2017) Eleni Tsironi et al.   NEUROCOMPUTING

Using LSTM recurrent neural networks for monitoring the LHC superconducting magnets

(2017) Maciej Wielgosz et al.   NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT

An Adaptive Multi-Sensor Data Fusion Method Based on Deep Convolutional Neural Networks for Fault Diagnosis of Planetary Gearbox

(2017) Luyang Jing et al.   SENSORS

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

(2017) Rui Zhao et al.   SENSORS

Bearing Fault Diagnosis under Variable Speed Using Convolutional Neural Networks and the Stochastic Diagonal Levenberg-Marquardt Algorithm

(2017) Viet Tra et al.   SENSORS

Railway Track Circuit Fault Diagnosis Using Recurrent Neural Networks

(2017) Tim de Bruin et al.   IEEE Transactions on Neural Networks and Learning Systems

Industrial Big Data Analysis in Smart Factory: Current Status and Research Strategies

(2017) Xiaoya Xu et al.   IEEE Access

Real-Time Motor Fault Detection by 1-D Convolutional Neural Networks

(2016) Turker Ince et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Tool condition monitoring for form milling of large parts by combining spindle motor current and acoustic emission signals

(2016) Masahiro Uekita et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Maxout neurons for deep convolutional and LSTM neural networks in speech recognition

(2016) Meng Cai et al.   SPEECH COMMUNICATION

Fault Diagnosis in Internal Combustion Engines Using Extension Neural Network

(2013) Yousef Shatnawi et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Planetary gearbox fault diagnosis using an adaptive stochastic resonance method

(2012) Yaguo Lei et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING