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

A Study on Defect Prediction through Real-time Monitoring of Die-Casting Process Equipment

Chulsoon Park, Heungseob Kim

Journal of Korean Society of Industrial and Systems Engineering :: Vol.45 No.4 pp.157-166

DOI:https://doi.org/10.11627/jksie.2022.45.4.157

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

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