Fault Diagnosis | Mechanical Engineering Hybrid Rubbing Fault Identification Using a Deep Learning-Based Observation Technique. October 8, 2020
Industrial Engineering | Mechanical Engineering A Novel Deep Learning Model for the Detection and Identification of Rolling Element-Bearing Faults. September 11, 2020
Deep Learning | Fault Diagnosis | Mechanical Engineering A Novel End-To-End Fault Diagnosis Approach for Rolling Bearings by Integrating Wavelet Packet Transform into Convolutional Neural Network Structures. September 5, 2020
High-speed Train Technology | Mechanical Engineering Fault Diagnosis for High-Speed Train Axle-Box Bearing Using Simplified Shallow Information Fusion Convolutional Neural Network. September 3, 2020
Data Science | Mechanical Engineering Deep learning algorithms for rotating machinery intelligent diagnosis: An open source benchmark study. August 28, 2020
Computer Vision | Mechanical Engineering Vision Measurement of Gear Pitting Under Different Scenes by Deep Mask R-CNN. August 7, 2020
Automobile Engineering | Intelligent Failure Recognition | Mechanical Engineering A Deep Learning Model for Fault Diagnosis with a Deep Neural Network and Feature Fusion on Multi-Channel Sensory Signals. August 7, 2020
Mechanical Engineering Fault Diagnosis of Rotary Machines Using Deep Convolutional Neural Network with Wide Three Axis Vibration Signal Input. August 6, 2020
Fault Diagnosis | Machine Learning | Mechanical Engineering A Fault Diagnosis Method of Rotating Machinery Based on One-Dimensional, Self-Normalizing Convolutional Neural Networks. July 14, 2020
Mechanical Engineering | Robotics Prognosis of Bearing and Gear Wears Using Convolutional Neural Network with Hybrid Loss Function. June 25, 2020
Materials Science | Mechanical Engineering Temporal and Spatial Detection of the Onset of Local Necking and Assessment of its Growth Behavior. May 29, 2020
Materials Science | Mechanical Engineering Learning to Predict Crystal Plasticity at the Nanoscale: Deep Residual Networks and Size Effects in Uniaxial Compression Discrete Dislocation Simulations. May 19, 2020