Dawn An

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 3

Top Topics

Image Generation

Convolutional Neural Networks

Combinatorial Optimization

Practical Problems

Top Venues

Reliab. Eng. Syst. Saf.

Publications

Jun-Kyu Park, Howon Lee, Woojin Kim, Gyu-Man Kim, Dawn An
Degradation Feature Extraction Method for Prognostics of an Extruder Screw Using Multi-Source Monitoring Data. Sensors 23 (2) (2023)
Seung-Hwan Choi, Junkyu Park, Dawn An, Chang-Hyun Kim, Gunseok Park, Jongbum Park, Tae-Keun Kim, Byung-jin Jung, Suwoong Lee
A Comparative Study on the Failure Detection Methods Using Time-Series Data Image Generation and CNN for Driving Module of Cobots. CoDIT (2023)
Seung-Hwan Choi, Jun-Kyu Park, Dawn An, Chang-Hyun Kim, Gunseok Park, Inho Lee, Suwoong Lee
Fault Diagnosis Method for Human Coexistence Robots Based on Convolutional Neural Networks Using Time-Series Data Generation and Image Encoding. Sensors 23 (24) (2023)
Dawn An, Nam Ho Kim, Joo Ho Choi
Practical options for selecting data-driven or physics-based prognostics algorithms with reviews. Reliab. Eng. Syst. Saf. 133 (2015)
Dawn An, Joo Ho Choi, Nam Ho Kim
Prognostics 101: A tutorial for particle filter-based prognostics algorithm using Matlab. Reliab. Eng. Syst. Saf. 115 (2013)
Jin Hyuk Gang, Dawn An, Jin Won Joo, Joo Ho Choi
Uncertainty analysis of solder alloy material parameters estimation based on model calibration method. Microelectron. Reliab. 52 (6) (2012)