Health Management | Predictive Maintenance Remaining Useful Life Prediction Based on Deep Learning: A Survey. June 19, 2024
Aeronautical Engineering | Prognostics and Health Management A novel transformer-based DL model enhanced by position-sensitive attention and gated hierarchical LSTM for aero-engine RUL prediction. May 2, 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
Machine Learning | Mechanical Engineering | Predictive Maintenance Remaining Useful Life Prediction of Rolling Bearings Based on ECA-CAE and Autoformer. January 22, 2024
Artificial Intelligence | Industrial Engineering A Lightweight Group Transformer-Based Time Series Reduction Network for Edge Intelligence and Its Application in Industrial RUL Prediction. January 3, 2024
Prognostics and Health Management Local-Global Correlation Fusion-Based Graph Neural Network for Remaining Useful Life Prediction. November 20, 2023
Engineering | Predictive Maintenance Interactive Prognosis Framework Between Deep Learning and a Stochastic Process Model for Remaining Useful Life Prediction. September 19, 2023
Lithium-Ion Batteries | Spacecraft Power Systems A Hybrid Data Preprocessing-Based Hierarchical Attention BiLSTM Network for Remaining Useful Life Prediction of Spacecraft Lithium-Ion Batteries. September 19, 2023
Manufacturing | Mechanical Engineering Remaining Useful-Life Prediction of the Milling Cutting Tool Using Time-Frequency-Based Features and Deep Learning Models. July 8, 2023
Other Remaining Useful Life Prediction of Rolling Bearings Based on Multi-Scale Attention Residual Network. May 27, 2023
Other DLformer: A Dynamic Length Transformer-Based Network for Efficient Feature Representation in Remaining Useful Life Prediction. April 8, 2023
Mechanical Engineering | Predictive Maintenance Two-Stage Multi-Channel Fault Detection and Remaining Useful Life Prediction Model of Internal Gear Pumps Based on Robust-ResNet. March 11, 2023