Oral Presentation Sessions

September 8(Wed)

WA3

Deep Learning Methods for PHM I

Oral,

Ballroom 3,

10:10~11:30 KST

Chair: Prof. Namwoo Kang, KAIST, Republic of Korea

WA3-1

10:10~10:30

P00085 Deep Learning-based Bearing Health Indicator Construction using Bayes's Theorem

Taewan Kim and Seungchul Lee* (POSTECH)

WA3-2

10:30~10:50

P00089 Point-level Deep Learning Approach for 3D Acoustic Source Localization

Soo Young Lee (POSTECH), Jiho Chang (Korea Research Institute of Standards and Science), Seungchul Lee* (POSTECH)

WA3-3

10:50~11:10

P00093 Bearing Fault Diagnosis using Multiple Sensors and Convolutional Neural Network

Tingli Xie (Georgia Institute of Technology), Xufeng Huang (University of Michigan-Dearborn), Seung-Kyum Choi* (Georgia Institute of Technology)

WA3-4

11:10~11:30

P00110 Personal Mobility Driving Safety Monitoring System Using Deep Learning

Eunji Kim, Hanyoung Ryu, and Hyunji Oh (Sookmyung Women's University), Namwoo Kang* (Korea Advanced Institute of Science and Technology)