Predictive maintenance of machine tool systems using artificial intelligence techniques applied to machine condition data WJ Lee, H Wu, H Yun, H Kim, MBG Jun, JW Sutherland Procedia Cirp 80, 506-511, 2019 | 197 | 2019 |
Autoencoder-based anomaly detection of industrial robot arm using stethoscope based internal sound sensor H Yun, H Kim, YH Jeong, MBG Jun Journal of Intelligent Manufacturing 34 (3), 1427-1444, 2023 | 30 | 2023 |
Development of internal sound sensor using stethoscope and its applications for machine monitoring H Yun, H Kim, E Kim, MBG Jun Procedia Manufacturing 48, 1072-1078, 2020 | 28 | 2020 |
System and methods for machine anomaly detection based on sound spectrogram images and neural networks MBG Jun, H Kim US Patent 11,475,910, 2022 | 8 | 2022 |
Machine Anomaly Detection Using Sound Spectrogram Images and Neural Networks H Kim Purdue University, 2019 | 1 | 2019 |
System and methods for machine anomaly detection based on sound spectrogram images and neural networks MBG Jun, H Kim US Patent 11,688,415, 2023 | | 2023 |
스핀들 베어링 파손시 가속도 센서 신호 시뮬레이션 김한준, 윤희택, 전병국 한국생산제조학회 학술발표대회 논문집, 92-92, 2018 | | 2018 |