Manufacturing | Predictive Maintenance Condition Monitoring and Predictive Maintenance of Assets in Manufacturing Using LSTM-Autoencoders and Transformer Encoders. May 25, 2024
Condition Monitoring | Mechanical Engineering Physics-Informed Neural Networks for the Condition Monitoring of Rotating Shafts. January 11, 2024
Condition Monitoring | Equipment Maintenance A Sensor Fusion Method Using Transfer Learning Models for Equipment Condition Monitoring. September 23, 2022
Condition Monitoring | IIoT | Manufacturing Edge-to-Cloud IIoT for Condition Monitoring in Manufacturing Systems with Ubiquitous Smart Sensors. August 15, 2022
Artificial Intelligence | Industrial Engineering | Manufacturing Real-Time Fault Detection and Condition Monitoring for Industrial Autonomous Transfer Vehicles Utilizing Edge Artificial Intelligence. May 20, 2022
Condition Monitoring | Fault Detection | Machine Learning | Maintenance Condition Monitoring of Ball Bearings Based on Machine Learning with Synthetically Generated Data. April 12, 2022
Cyber-Physical Production Systems | Manufacturing Operations | Predictive Maintenance A Deep Learning Model for Predictive Maintenance in Cyber-Physical Production Systems Using LSTM Autoencoders. February 4, 2021
Industrial Engineering | Mechanical Engineering A Novel Deep Learning Model for the Detection and Identification of Rolling Element-Bearing Faults. September 11, 2020
Condition Monitoring | Engineering | Fault Diagnosis Bidirectional deep recurrent neural networks for process fault classification. July 20, 2020
Data Science | Industrial Engineering Sensitivity Analysis of Sensors in a Hydraulic Condition Monitoring System Using CNN Models. June 13, 2020