Industrial Engineering | Machine Learning | Predictive Maintenance Advanced Machine Learning Techniques for Corrosion Rate Estimation and Prediction in Industrial Cooling Water Pipelines. June 19, 2024
Health Management | Predictive Maintenance Remaining Useful Life Prediction Based on Deep Learning: A Survey. June 19, 2024
Industry 4.0 | Machine Learning | Predictive Maintenance Application of the Nadaraya-Watson estimator based attention mechanism to the field of predictive maintenance. June 7, 2024
Hydraulic Engineering | Machine Learning | Predictive Maintenance Predicting deep well pump performance with machine learning methods during hydraulic head changes. June 3, 2024
Manufacturing | Predictive Maintenance Condition Monitoring and Predictive Maintenance of Assets in Manufacturing Using LSTM-Autoencoders and Transformer Encoders. May 25, 2024
Data Science | Engineering | Machine Learning | Predictive Maintenance A Novel Piecewise Cubic Hermite Interpolating Polynomial-Enhanced Convolutional Gated Recurrent Method under Multiple Sensor Feature Fusion for Tool Wear Prediction. February 24, 2024
Deep Learning | Oil and Gas Pipelines | Predictive Maintenance A novel neural network-based framework to estimate oil and gas pipelines life with missing input parameters. February 24, 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
Aeronautical Engineering | Machine Learning | Predictive Maintenance Multi-modal LSTM network for anomaly prediction in piston engine aircraft. February 6, 2024
Industrial Engineering | Mechanical Engineering | Predictive Maintenance Anomaly-informed remaining useful life estimation (AIRULE) of bearing machinery using deep learning framework. January 31, 2024
Machine Learning | Mechanical Engineering | Predictive Maintenance Remaining Useful Life Prediction of Rolling Bearings Based on ECA-CAE and Autoformer. January 22, 2024
Data Science | Electrical Engineering | Predictive Maintenance Residual LSTM-based short duration forecasting of polarization current for effective assessment of transformers insulation. January 16, 2024