Deep Learning | Fault Diagnosis | Mechanical Engineering A Semi-supervised Gaussian Mixture Variational Autoencoder method for few-shot fine-grained fault diagnosis. June 30, 2024
Machine Learning | Mechanical Engineering The Fault Diagnosis of Rolling Bearings Is Conducted by Employing a Dual-Branch Convolutional Capsule Neural Network. June 19, 2024
Other Intelligent Fault Diagnosis of Rolling Bearing Based on Gramian Angular Difference Field and Improved Dual Attention Residual Network. April 13, 2024
Electrical Engineering | Fault Diagnosis IInception-CBAM-IBiGRU based fault diagnosis method for asynchronous motors. March 2, 2024
Fault Diagnosis | Machine Learning | Mechanical Engineering Fault Diagnosis of the Rolling Bearing by a Multi-Task Deep Learning Method Based on a Classifier Generative Adversarial Network. February 24, 2024
Machine Learning | Mechanical Engineering | Signal Processing Fault Diagnosis in Centrifugal Pumps: A Dual-Scalogram Approach with Convolution Autoencoder and Artificial Neural Network. February 10, 2024
Machine Learning | Mechanical Engineering Compound Fault Diagnosis of Planetary Gearbox Based on Improved LTSS-BoW Model and Capsule Network. February 10, 2024
Bearings Degradation Assessment | Predictive Maintenance | Prognostic and Health Management (PHM) | Remaining Useful Life (RUL) Prediction Joint optimization of degradation assessment and remaining useful life prediction for bearings with temporal convolutional auto-encoder. February 6, 2024
Fault Diagnosis | Mechanical Engineering | Predictive Maintenance Contrastive learning and dynamics embedding neural network for label-free interpretable machine fault diagnosis. November 29, 2023
Deep Learning | Structural Health Monitoring Deep Learning for Structural Health Monitoring: Data, Algorithms, Applications, Challenges, and Trends. November 14, 2023
Mechanical Engineering | Reliability Engineering Proactive Fault Diagnosis of a Radiator: A Combination of Gaussian Mixture Model and LSTM Autoencoder. November 14, 2023
Engineering | Signal Processing Speech extraction from vibration signals based on deep learning. October 25, 2023