대표 논문

앵커 1

RESEARCH

연구 과제

대표 논문

대표 특허

A Tutorial for Feature Engineering in the Prognostics and Health Management of Gears and Bearings

Author

Jinwoo Sim, Seokgoo Kim, Hyung Jun Park and Joo-Ho Choi

Journal

Applied Sciences

2020

Comparative Study for Inspection Planning of Aircraft Structural Components

Author

Sung Jin Kim, and Joo-Ho Choi

Journal

International Journal of Aeronautical and Space Sciences

2020

Diagnostics 101: A Tutorial for Fault Diagnostics of Rolling Element Bearing Using Envelope Analysis in MATLAB

Author

Seokgoo Kim, Dawn An, and Joo-Ho Choi

Journal

Applied Sciences

2020

Transfer Learning-Based Fault Diagnosis under Data Deficiency

Author

Seong Hee Cho, Seokgoo Kim, and Joo-Ho Choi

Journal

Applied Sciences

2020

Machine Health Assessment Based on an Anomaly Indicator Using a Generative Adversarial Network

Author

Hyung Jun Park, Seokgoo Kim, Seok-Youn Han, Seokju Ham, Kee Jun Park and Joo-Ho Choi

Journal

International Journal of Precision Engineering and Manufacturing

2021

Challenges and Opportunities of System-Level Prognostics

Author

Seokgoo Kim, Joo-Ho Choi and Nam H. Kim

Journal

Sensors

2021

A Novel Prognostics Approach Using Shifting Kernel Particle Filter of Li-Ion Batteries Under State Changes

Author

Seokgoo Kim, Hyung Jun Park, Joo-Ho Choi, Daeil Kwon

Journal

IEEE Transactions on Industrial Electronics

2021

A Study towards Appropriate Architecture of System-level Prognostics: Physics-based and Data-driven approaches

Author

Seokgoo Kim, Nam Ho Kim, and Joo-Ho Choi

Journal

IEEE Access

2021

A Robust Health Indicator for Rotating Machinery Under Time-Varying Operating Conditions

Author

SEOKGOO KIM, HYUNG JUN PARK, YUN-HO SEO, AND JOO-HO CHOI

Journal

IEEE Access

2022

Inspection schedule for prognostics with uncertainty management

Author

Seokgoo Kim, Joo-Ho Choi, Nam Ho Kim

Journal

Reliability Engineering & System Safety

2022