Conference: KSME CAE

Title: Transformer-Based Prediction of Tool Remaining Useful Life in CNC Milling Machines Using Physical Knowledge

Title: Deep Learning based Prediction of Tool Remaining Useful Life in CNC Milling Machines Using Physical Knowledge

Conference: KSME CAE

Title: Transformer-Based Prediction of Tool Remaining Useful Life in CNC Milling Machines Using Physical Knowledge

(Top Award)

Title: AI-Based Prediction of CNC Milling Machine Wear and Optimal Cutting Conditions Considering Industrial Data Uncertainty

(Top Award)

Title: Sequential Domain Adaptation for Fault Diagnosis in Rotating Machinery

Conference: KSME

Title: Partial Transfer Learning using Envelope Filter for Fault Diagnosis of Bearing

Conference: PHM AP

Title: Sequential Domain Adaptation for Fault Diagnosis in Rotating Machinery

Conference: PHM Korea

Title: Metric Learning based Gear Fault Dignosis for Real-time Signals

Conference: ICPHM

Title: Inter-class Metric Learning based Depth-wise Convolutional Neural Network for Gear Fault Diagnosis

(1st Place Winner in 2023 ICPHM Data Challenge)

Conference: KSME CAE

Title: Multi-source Domain Adaptation based Fault Diagnosis under Variable Operating Conditions of a Hydraulic Rock Drill 

Conference: KSME

Title: Instance Distance in Latent Space based Domain Adaptation for Fault Diagnosis in Rotating Machinery 

Conference: PHM Society

Title: Domain Adaptation based Fault Diagnosis under Variable Operating Conditions of a Rock Drill

(2nd Place Winner in 2022 PHM Society Data Challenge)

Conference: KSME CAE

Title: Pseudo-labeling-based Domain Adaptation for Fault Diagnosis in Rotating Machinery