Presentation
Conference Presentation (Korea, 2024. 5. 2.)
Conference: KSME CAE
Title: Transformer-Based Prediction of Tool Remaining Useful Life in CNC Milling Machines Using Physical Knowledge
Factory Hack Korea 2024 (Korea, 2024. 1. 30.)
Title: AI-Based Prediction of CNC Milling Machine Wear and Optimal Cutting Conditions Considering Industrial Data Uncertainty
(Top Award)
Hyundai Motor Company Conference Invitation (Korea, 2023. 12. 11.)
Title: Sequential Domain Adaptation for Fault Diagnosis in Rotating Machinery
Conference Presentation (Korea, 2023. 11. 3.)
Conference: KSME
Title: Partial Transfer Learning using Envelope Filter for Fault Diagnosis of Bearing
Conference Presentation (Japan, 2023. 9. 14.)
Conference: PHM AP
Title: Sequential Domain Adaptation for Fault Diagnosis in Rotating Machinery
Conference Presentation (Korea, 2023. 7. 4.)
Conference: PHM Korea
Title: Metric Learning based Gear Fault Dignosis for Real-time Signals
Conference Presentation (Canada, 2023. 6. 6.)
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 Presentation (Korea, 2023. 5. 18.)
Conference: KSME CAE
Title: Multi-source Domain Adaptation based Fault Diagnosis under Variable Operating Conditions of a Hydraulic Rock Drill
Conference Presentation (Korea, 2022. 11. 11.)
Conference: KSME
Title: Instance Distance in Latent Space based Domain Adaptation for Fault Diagnosis in Rotating Machinery
Conference Presentation (USA, 2022. 11. 3.)
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 Presentation (Korea, 2022. 5. 19.)
Conference: KSME CAE
Title: Pseudo-labeling-based Domain Adaptation for Fault Diagnosis in Rotating Machinery