Do Hoon Kim

Name: Do Hoon Kim

Hyundai Mobis Co., Ltd.

Module Business Unit

Associate Researcher

Biographical Information

• M. E. (2022-2024), Mechanical Engineering, Dongguk University, Seoul, Korea

• B. S. (2016-2022), Department of Mechanical, Robotics, and Energy Engineering, Dongguk University, Seoul, Korea 

Academic Experience

• March 2024 - June 2024, Master's Degree Researcher, Dongguk University, Seoul, Korea

• April 2023 - December 2023, Visiting Researcher, University of Washington, Seattle, WA, USA

• March 2022 - June 2023, Teaching Assistant, Dongguk University, Seoul, Korea

• June 2021 - February 2024, Research Assistant, Dongguk University, Seoul, Korea

Research Interests  

• Artificial Intelligence (AI), Machine Learning 

• Prognostics, and Health Management (PHM)

• Finite Element Method(FEM), CAE

• Surrogate Model

• Human-Machine Interface (HMI),  Gesture Recognition

Honors and Awards  

1.  Best Achievement Award: Real-time Human-Machine Interfaces (HMI) for robotic arm control combined with gesture recognition via touchless CNT sensors. DGU Global Smart Factory Center, Feb 21, 2024, Dongguk University, Republic of Korea

2.  Best Presentation Award: Data-Driven Surrogate Modeling for Global Sensitivity Analysis and Design Optimization of Medical Waste Shredding Systems. BK21FOUR AIMS Center Annual Award Ceremony. Feb 19, 2024, Dongguk University, Republic of Korea

3.  Best Poster Award: LHS Data-Driven Surrogate Model for Sensitivity Analysis and Design Optimization of Medical Waste Shredder. KMSM 2022 Symposium. Dec 15 - Dec 16, 2022, The K Hotel Seoul, Republic of Korea

4.  Best Paper Award: 의료폐기물 파쇄기 응력 추정을 위한 대리 모델 개발. 2022 Korean Society of Mechanical Engineering Conference. Nov 09 - Nov 11, 2022, ICC Jeju, Jeju, Republic of Korea

Korean Patent

1.  김흥수, 김도훈, 무하마드무자밀아자드, 살만칼리드, 김진주, 기형호, “Device and method for designing medical waste shredding system,” 출원, 2023/07/15, 출원번호 10-2023-0092093.

2.  김흥수, 무하마드무자밀아자드, 김도훈, 살만칼리드, “Method and device for designing medical waste shredder,” 출원, 2022/05/03, 출원번호 10-2022-0055096.

PUBLICATIONS-INTERNATIONAL JOURNAL/ COMMUNICATED INTERNATIONAL JOURNALS

1. Kim, D., Azad, M. M., Khalid, S., Kim, H. S. "Data-driven surrogate modeling for global sensitivity analysis and the design optimization of medical waste shredding systems," Alexandria Engineering Journal, 2023, 82 (SCIE | Q1 | IF: 6.626 | JCR Ranking 7.065%)

2. Azad, M. M., Kim, D., Khalid, S., Kim, H. S. "Topology Optimization and Fatigue Life Estimation of Sustainable Medical Waste Shredder Blade," Mathematics, 2022, 10(11) (SCIE | Q1 | IF: 2.592 | JCR Ranking 6.156%)

Publications Korean Journal Papers

1. Kim, D., Azad, M. M., Khalid, S., Kim, H. S. "Sensitivity Analysis of Medical Waste Sterilization Shredder using Surrogate Model," Trans. Korean Soc. Mech. Eng. A, 2023. 

2. Azad, M. M., Kim, D., Khalid, S., Kim, H. S. "Structural Stability Analysis of Medical Waste Sterilization Shredder," Journal of the Computational Structural Engineering Institute of Korea (JCOSEIK), 2021.

RESEARCH PAPER PRESENTED IN NATIONAL / INTERNATIONAL CONFERENCES

1. 김도훈, 무하마드무자밀아자드, 정재현, 기대연, 김흥수, "CAE기반 대리모델을 통한 기계시스템의 응력예측 및 최적화," 2024 대한기계학회 CAE 및 응용역학부문 정기학술대회, 제주, 2024/05/01 ~ 4

2. 김도훈, 무하마드무자밀아자드, 김흥수, 정재현, "Design Optimization and Metamodel-based Sensitivity Analysis of Various Sterilization Shredder,” 2024 AIAA SciTech Forum (SCITECH 2024), Orlando, FL, USA, January 8-12, 2024.

3. 김도훈, 무하마드무자밀아자드, 살만칼리드, 김흥수, "LHS Data-Driven Surrogate Model for Sensitivity Analysis and Design Optimization of Medical Waste Shredder," KMSM 2022 Symposium, 서울, 2022/12/15 ~ 2022/12/16

4. 김도훈, 무하마드무자밀아자드, 살만칼리드, 김흥수, "대리모델을 통한 의료폐기물 멸균파쇄기 응력 추정 및 민감도 분석," 2022 한국전산구조공학회 학술심포지엄, 속초, 2022/11/24 ~ 2022/11/25

5. 김도훈, 무하마드무자밀아자드, 살만칼리드, 김흥수, "의료폐기물 파쇄기 응력 추정을 위한 대리 모델 개발," 대한기계학회 2022년 학술대회, 제주, 2022/11/09 ~ 2022/11/12 

6. 김도훈, 무하마드무자밀아자드, 살만칼리드, 김흥수, "멸균파쇄기 처리용량 증가로 인한 구조적 특성 변화 분석," PHM Korea 2022 (한국PHM학회 정기학술대회), 서울, 2022/06/29 ~ 2022/07/01

7. 무하마드무자밀아자드, 김도훈, 살만칼리드, 김흥수, "Strain Energy Based Topology Optimization of Medical Waste Shredder Blade," PHM Korea 2022 (한국PHM학회 정기학술대회), 서울, 2022/06/29 ~ 2022/07/01

8.  김도훈, 무하마드무자밀아자드, 살만칼리드, 김흥수, "처리 용량에 따른 의료폐기물 멸균파쇄기의 정적, 동적 특성 분석," 2022 대한기계학회 CAE 및 응용역학부문 정기학술대회, 부산, 2022/05/18 ~ 21

9. 무하마드무자밀아자드, 김도훈, 살만칼리드, 김흥수, "Effect of Topology Optimization on Material Efficiency of Medical Waste Shredder Blade," 2022 대한기계학회 CAE 및 응용역학부문 정기학술대회, 부산, 2022/05/18 ~ 21

10. 김도훈, 무하마드무자밀아자드, 연제석, 김흥수, 고봉환,  "의료폐기물 멸균파쇄기 최적화에 따른 동적 특성 분석," 2022 한국전산구조공학회 정기학술대회, 제주, 2022/04/13 ~ 15

11.  무하마드무자밀아자드, 김도훈, 살만칼리드, 김흥수, "Weight Reduction of Medical Waste Shredding System using Topology Optimization ," 2022 한국전산구조공학회 정기학술대회, 제주, 2022/04/13 ~ 15

12.  무하마드무자밀아자드, 김도훈, 살만칼리드, 김흥수, "Topological Optimization and Fatigue Life Estimation of Medical Waste Shredder Blade," KMSM 2021 Symposium, 구미, 2021/12/21 ~ 22

13.  무하마드무자밀아자드, 김도훈, 김준영, 정혜석, 살만칼리드, 김흥수, "의료폐기물 파쇄기의 응력특성 및 피로수명 예측에 대한 수치 연구," 2021 한국전산구조공학회 학술심포지엄, 부산, 2021/11/25 ~ 26