Development of a Stochastic Effective Independence (SEFI) Method for Optimal Sensor Placement under Uncertainty

Taejin Kim*, Byeng D. Youn*, and Hyunseok Oh Mechanical Systems and Signal Processing, 2018-10, SCIE (IF: 7.9, Rank: 2.5%) , Vol. 111, pp. 615–627

A Framework for Prognostics and Health Management Applications toward Smart Manufacturing Systems

Insun Shin¹, Junmin Lee¹, Jun Young Lee¹, Kyusung Jung¹, Daeil Kwon*, Byeng D. Youn*, Hyun Soo Jang*, and Joo-Ho Choi* International Journal of Precision Engineering and Manufacturing-Green Technology, 2018-08, SCIE (IF: 5.3, Rank: 9.2%) , Vol. 5, pp. 535-554

An Omnidirectional Biomechanical Energy Harvesting (OBEH) Sidewalk Block for a Self-Generative Power Grid in a Smart City

Jinshi Cui¹, Heonjun Yoon¹, and Byeng D. Youn* International Journal of Precision Engineering and Manufacturing-Green Technology, 2018-08, SCIE (IF: 5.3, Rank: 9.2%) , Vol. 5, pp. 507-517

Failure Prediction of a Motor-driven Gearbox in a Pulverizer Under External Noise and Disturbance

Jungho Park, Byungjoo Jeon, Jongmin Park, Jinshi Cui, Myungyon Kim, and Byeng D. Youn* Smart Structures and Systems, 2018-08, SCIE (IF: 2.1, Rank: 45.3%) , Vol 22, No. 2, pp. 185-192

An Efficient Decoupled Sensitivity Analysis Method for Multiscale Concurrent Topology Optimization Problems

Junpeng Zhao, Heonjun Yoon, and Byeng D. Youn* Structural and Multidisciplinary Optimization, 2018-08, SCIE (IF: 3.6, Rank: 17.0%) , Vol. 58, pp. 445-457

Tooth-wise Fault Identification for a Planetary Gearbox Based on a Health Data Map

Jong M. Ha, Jungho Park, Kyumin Na, Yunhan Kim, and Byeng D. Youn* IEEE Transactions on Industrial Electronics, 2018-07, SCIE (IF: 7.5, Rank: 0.2%) , Vol. 65, No. 7, pp. 5903 - 5912

TDR-based Multiple Leaks Detection System using an S-parameter Transmission Line Model for Long-distance Pipeline

Sihyeong Woo, Taejin Kim, Junmin Lee, Hyunseok Oh, Byeng D. Youn*, and Daeil Kwon International Journal of Prognostics and Health Management, 2018-07, IF: 0.0, Rank: 0.0% , Vol. 9, No. 3, pp. 1-13

On the Orthogonal Similarity Transformation (OST)-Based Sensitivity Analysis Method for Robust Topology Optimization under Loading Uncertainty: A Mathematical Proof and Its Extension

Junpeng Zhao, Byeng D. Youn*, Heonjun Yoon, Zhifang Fu, and Chunjie Wang Structural and Multidisciplinary Optimization, 2018-07, SCIE (IF: 3.6, Rank: 17.0%) , Vol. 58, pp. 51–60

A Comprehensive Study on Enhanced Optimization-Based Model Calibration Using Gradient Information

Guesuk Lee, Guilian Yi, and Byeng D. Youn* Structural and Multidisciplinary Optimization, 2018-05, SCIE (IF: 3.6, Rank: 17.0%) , Vol. 57, pp. 2005–2025

Scalable and Unsupervised Feature Engineering Using Vibration-Imaging and Deep Learning for Rotor System Diagnosis

Hyunseok Oh¹, Joon Ha Jung¹, Byung Chul Jeon, and Byeng D. Youn* IEEE Transactions on Industrial Electronics, 2018-04, SCIE (IF: 7.5, Rank: 0.2%) , Vol. 65, No. 4, pp. 3539-3549

Autonomous Health Management for PMSM Rail Vehicles through Demagnetization Monitoring and Prognosis Control

Gang Niu*, Junjie Jiang, Byeng D. Youn, and Michael Pecht ISA Transactions, 2018-01, SCIE (IF: 6.3, Rank: 4.2%) , Vol. 72, pp. 245-255

Time-Varying Output Performances of Piezoelectric Vibration Energy Harvesting under Nonstationary Random Vibrations

Heonjun Yoon, Miso Kim*, Choon-Su Park, and Byeng D. Youn* Smart Materials and Structures, 2018-01, SCIE (IF: 3.7, Rank: 21.7%) , Vol. 27, No. 1, pp. 015004