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Experimental Analysis on Transitions in Learning Paradigm and Output Representation for Fault Detection through Process Image based Deep Learning in Automated Manufacturing Systems

Minhee Lee, Sujeong Baek

Journal of Korean Society of Industrial and Systems Engineering :: Vol.48 No.2 pp.101-110

DOI:https://doi.org/10.11627/jksie.2025.48.2.101
Open abstract
Mobility-Aware Multi-sensor UAV Health Monitoring via Vision and Vibration Fusion

Berdibayev Yergali, Heon Gyu Lee

Journal of Korean Society of Industrial and Systems Engineering :: Vol.48 No.2 pp.163-177

DOI:https://doi.org/10.11627/jksie.2025.48.2.163
Open abstract
Real-time Fault Detection in a Bearing-shaft System Through Deep Learning-Based Machine Sound Analysis Robust to Environmental Noises

Min Hee Lee, Gun Chang Lee, Su Jeong Oh, Sujeong Baek

Journal of Korean Society of Industrial and Systems Engineering :: Vol.47 No.4 pp.132-144

DOI:https://doi.org/10.11627/jksie.2024.47.4.132
Open abstract
Real-time Fault Detection System of a Pneumatic Cylinder Via Deep-learning Model Considering Time-variant Characteristic of Sensor Data

Byeong Su Kim, Geun Myeong Song, Min Jeong Lee, Sujeong Baek

Journal of Korean Society of Industrial and Systems Engineering :: Vol.47 No.2 pp.10-20

DOI:https://doi.org/10.11627/jksie.2024.47.2.010
Open abstract
Development of a Framework for Improvement of Sensor Data Quality from Weather Buoys

Ju-Yong Lee, Jae-Young Lee, Jiwoo Lee, Sangmun Shin, Jun-hyuk Jang, Jun-Hee Han

Journal of Korean Society of Industrial and Systems Engineering :: Vol.46 No.3 pp.186-197

DOI:https://doi.org/10.11627/jksie.2023.46.3.186
Open abstract
Fault Pattern Extraction Via Adjustable Time Segmentation Considering Inflection Points of Sensor Signals for Aircraft Engine Monitoring

Sujeong Baek

Journal of Korean Society of Industrial and Systems Engineering :: Vol.44 No.3 pp.86-97

DOI:https://doi.org/10.11627/jkise.2021.44.3.086
Open abstract
Real-Time Fault Detection in Discrete Manufacturing Systems Via LSTM Model based on PLC Digital Control Signals

Yong-Uk Song, Sujeong Baek

Journal of Korean Society of Industrial and Systems Engineering :: Vol.44 No.2 pp.115-123

DOI:https://doi.org/10.11627/jkise.2021.44.2.115
Open abstract
Correlation Analysis of Event Logs for System Fault Detection

Ju-Won Park, Eunhye Kim, Jaekeun Yeom, Sungho Kim

Journal of Korean Society of Industrial and Systems Engineering :: Vol.39 No.2 pp.129-137

DOI:https://doi.org/10.11627/jkise.2016.39.2.129
Open abstract