"Physics-informed Convolutional Neural Network based Fault Diagnosis for Overhead Hoist Transports"

Chaehyun Suh, Chan Hee Park, Hyeongmin Kim, Minseok Chae, Heonjun Yoon and Byeng D. Youn Conference : Asia Pacific Conference of the Prognostics and Health Management Society 2021 2021-09-09

"Resonance in Elastic Waves for Enhanced Piezoelectric Energy Harvesting"

Yong Chang Shin, Soo-Ho Jo, Heonjun Yoon, and Byeng D. Youn Conference : Asia Pacific Conference of the Prognostics and Health Management Society 2021 2021-09-09

"A Disease Severity Regression Approach for Diagnosis of Abdominal Aortic Aneurysm using a Deep Neural Network"

Joo Hyeon Im, In Chan Lee, Donghyu Lee, Sooho Kim, Jin-Oh Hahn, and Byeng D. Youn Conference : Asia Pacific Conference of the Prognostics and Health Management Society 2021 2021-09-08

"A Model Updating Framework for a Digital Twin of On-Load Tap Changers"

Wongon Kim, Sunuwe Kim, Jingyo Jeong, Hyunjae Kim, and Byeng D Youn Conference : Asia Pacific Conference of the Prognostics and Health Management Society 2021 2021-09-08

"A Novel Multiscale Convolutional Neural Network for Industrial Gearbox Fault Diagnostics"

Yunhan Kim, Kyumin Na, and Byeng D. Youn Conference : Asia Pacific Conference of the Prognostics and Health Management Society 2021 2021-09-08

"A Physics-Informed Feature Engineering Approach to Boiler Tube Diagnosis"

Hyeonchan Lee, Kyumin Na, Hyeongmin Kim, and Byeng Dong Youn Conference : Asia Pacific Conference of the Prognostics and Health Management Society 2021 2021-09-08

"A Semi-Supervised Autoencoder with an Auxiliary Task (SAAT) to Extract a Health Feature Space for Power Transformer Fault Diagnosis Using Dissolved Gas Analysis"

Sunuwe Kim, Soo-Ho Jo, Wongon Kim, Jongmin Park, and Byeng D. Youn Conference : Asia Pacific Conference of the Prognostics and Health Management Society 2021 2021-09-08

"Augmentation of Vibration Signals of Rotating Machinery with Variable Sequence Length"

Jin Uk Ko, Myungyon Kim, Jinwook Lee, and Byeng D. Youn Conference : Asia Pacific Conference of the Prognostics and Health Management Society 2021 2021-09-08

"Diagnosis of Partial Discharge in Gas-Insulated Switchgear: Distinguishing from Ambient Noise Events"

Sooho Kim, Kibum Park, Boseong Seo, Jaekyung Shin, and Byeng D. Youn Conference : Asia Pacific Conference of the Prognostics and Health Management Society 2021 2021-09-08

"Domain Adversarial Class-Conditioned Alignment for Fault Diagnosis of Rotating Machinery"

Jinwook Lee, Myungyon Kim, Jin Uk Ko, Taehun Kim, and Byeng D. Youn Conference : Asia Pacific Conference of the Prognostics and Health Management Society 2021 2021-09-08

"Modeling and Analysis of Piezoelectric Vibration Energy Harvesting"

Heonjun Yoon, Soo-Ho Jo, Yong Chang Shin, and Byeng D. Youn Conference : Asia Pacific Conference of the Prognostics and Health Management Society 2021 2021-09-08

"Modeling and Design of a Phononic Crystal with Piezoelectric Defects for Broadband Energy Localization and Harvesting"

Soo-Ho Jo, Heonjun Yoon, Yong Chang Shin, and Byeng D. Youn Conference : Asia Pacific Conference of the Prognostics and Health Management Society 2021 2021-09-08

"Optimum Frequency Band Selection under Electromagnetic Interference for Low-speed bearing Diagnosis using AE Sensors"

Su J. Kim, Keunsu Kim, Jongmin Park, Hwayong Jeong, Sungjong Kim, Taejin Kim, and Byeng D. Youn Conference : Asia Pacific Conference of the Prognostics and Health Management Society 2021 2021-09-08

"Peripheral Arterial Disease Location Detection for Different Patient Severity Levels Using Domain-Adaptation-Based 1D CNN"

In Chan Lee, Sooho Kim, Joo Hyeon Im, Jin-Oh Hahn, and Byeng D. Youn Conference : Asia Pacific Conference of the Prognostics and Health Management Society 2021 2021-09-08

"Predictive Maintenance (PdM) of Power Transformers through Digital Innovation: Prognosis Framework and Case Studies"

Boseong Seo, Jaekyung Shin, Sooho Kim, Kibum Park, and Byeng D. Youn Conference : Asia Pacific Conference of the Prognostics and Health Management Society 2021 2021-09-08

"A Novel Deep learning-based Fault Diagnosis of a Servo Motor Under Non-stationary Conditions"

Chan Hee Park, Hyeongmin Kim, Chaehyun Suh, Minseok Chae, Heonjun Yoon, and Byeng D. Youn Conference : International Conference on Energy, Aquatech and Sustainability 2021 2021-08-13