Mechanical Engineering | Nondestructive Testing Deep Learning-Based Acoustic Emission Scheme for Nondestructive Localization of Cracks in Train Rails under a Load. January 6, 2021
Civil Engineering | Mechanical Engineering | Structural Engineering Damage identification using deep learning and long-gauge fiber Bragg grating sensors. December 28, 2020
Mechanical Engineering | Signal Processing A Multitask-Aided Transfer Learning-Based Diagnostic Framework for Bearings under Inconsistent Working Conditions. December 19, 2020
Fault Diagnosis | Hydraulics | Mechanical Engineering Intelligent Diagnosis towards Hydraulic Axial Piston Pump Using a Novel Integrated CNN Model. December 17, 2020
Data Science | Industrial Engineering | Mechanical Engineering Research on Bearing Fault Diagnosis Method Based on an Adaptive Anti-Noise Network under Long Time Series. December 11, 2020
Control Engineering | Mechanical Engineering Control of hybrid electromagnetic bearing and elastic foil gas bearing under deep learning. December 2, 2020
Aerospace Engineering | Mechanical Engineering Remaining Useful Life Prognosis for Turbofan Engine Using Explainable Deep Neural Networks with Dimensionality Reduction. November 24, 2020
Fault Diagnosis | Maintenance | Mechanical Engineering SDA: Regularization with Cut-Flip and Mix-Normal for machinery fault diagnosis under small dataset. November 23, 2020
Fault Diagnosis | Hydraulic Systems | Mechanical Engineering An Integrated Deep Learning Method towards Fault Diagnosis of Hydraulic Axial Piston Pump. November 21, 2020
Artificial Intelligence | Mechanical Engineering Fault diagnosis of rolling bearings using an Improved Multi-Scale Convolutional Neural Network with Feature Attention mechanism. November 7, 2020
Fault Diagnostics | Mechanical Engineering Blade Rub-Impact Fault Identification Using Autoencoder-Based Nonlinear Function Approximation and a Deep Neural Network. November 6, 2020
Condition Monitoring | Machine Learning | Mechanical Engineering | Signal Processing Fault Diagnosis of Rolling Bearings Based on a Residual Dilated Pyramid Network and Full Convolutional Denoising Autoencoder. October 14, 2020