Smart Manufacturing and Smart Factory
Environmentally-friendly Manufacturing and 3D Printing
Interdisciplinary Design Education
Journal Articles
(2024)
Fostering collaboration and interactions: Unveiling the design thinking process in interdisciplinary education.
THINKING SKILLS AND CREATIVITY.
52,
(2024)
Visual coating inspection framework via self-labeling and multi-stage deep learning strategies.
JOURNAL OF INTELLIGENT MANUFACTURING.
(2023)
Development of robust fault diagnosis model for variable situations in robotic spot-welding (RSW) process based on transfer learning.
JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY.
37,
12
(2023)
Sustainable 3D printing with recycled materials: a review.
JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY.
37,
11
(2023)
A Study on Metallographic and Machining Characteristics of Functionally Graded Material Produced by Directed Energy Deposition.
CRYSTALS.
13,
10
(2023)
직접분사 적층공정 결함 진단 정확도 향상을 위한 가상 데이터 생성 방법론에 관한 연구.
대한기계학회논문집 A.
47,
6
(2023)
고장 데이터 부재 및 부족 상황에서의 딥러닝 기반 기계시스템의 고장진단 방법론.
한국정밀공학회지.
40,
5
(2023)
Optimal design of thermo-compression bonder via ANN-based surrogate modeling under uncertainty.
JOURNAL OF ENGINEERING DESIGN.
34,
3
(2022)
Development of multi‐defect diagnosis algorithm for the directed energy deposition (DED) process with in situ melt‐pool monitoring.
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY.
(2022)
Development of an Explainable Fault Diagnosis Framework Based on Sensor Data Imagification: A Case Study of the Robotic Spot-Welding Process.
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS.
18,
10
(2022)
A Parametric Study on Milling Process of Multi-directional Carbon Fiber Reinforced Plastic (MD-CFRP) Composite Using Nano-solid Dry Lubrication.
Manufacturing Letters.
33,
1
(2022)
A Study on the Drilling Process Optimization of Carbon Fiber Reinforced Plastics based on Nano-solid Dry Lubrication.
Transactions of the Korean Society of Mechanical Engineers, A.
46,
3
(2022)
Artificial intelligence enabled smart machining and machine tools.
JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY.
36,
1
(2021)
Recent Advances of Artificial Intelligence in Manufacturing Industrial Sectors: A Review.
INTERNATIONAL JOURNAL OF PRECISION ENGINEERING AND MANUFACTURING.
23,
1
(2021)
DEFECT DETECTION USING DEEP LEARNING-BASED YOLOV3 IN CROSS-SECTIONAL IMAGE OF ADDITIVE MANUFACTURING.
ARCHIVES OF METALLURGY AND MATERIALS.
66,
4
(2021)
Numerical study of flow and thermal characteristics in titanium alloy milling with hybrid nanofluid minimum quantity lubrication and cryogenic nitrogen cooling.
INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER.
170,
(2021)
Multi-Objective Instance Weighting-Based Deep Transfer Learning Network for Intelligent Fault Diagnosis.
APPLIED SCIENCES-BASEL.
11,
5
(2021)
A Study on Machining Performances of Micro-Drilling of Multi-Directional Carbon Fiber Reinforced Plastic (MD-CFRP) Based on Nano-Solid Dry Lubrication Using Graphene NanoPlatelets.
MATERIALS.
14,
3
(2021)
Implementation of an Automated Manufacturing Process for Smart Clothing: The Case Study of a Smart Sports Bra.
PROCESSES.
9,
2
(2021)
Smart-textronics Product Development Process by Systematic Participatory Design Method.
한국융합학회논문지.
12,
1
Publications
(2023)
기계공작법.
퍼스트북.
Lead author
(2015)
기계공작법.
퍼스트북.
Co-author
(2015)
융합예술과 창의성 2.
도서출판 상.
Co-author
(2015)
융합설계방법론.
홍릉과학출판사.
Lead author
(2011)
(지식 경제 시대의) 서비스 사이언스.
생능출판사.
Co-author
Patent/Intellectual Property
의류 원단 핸들링 자동화 장치 및 방법(AUTOMATION DEVICE AND METHOD THAT HANDLING CLOTHING FABRIC).
10-2597-7040000.
20231030.
KOREA, REPUBLIC OF
적층물의 가시화 방법 및 장치, 컴퓨터 판독 가능한 기록 매체 및 컴퓨터 프로그램(METHOD AND APPARATUS FOR VISUALIZING OF STACK, COMPUTER-READABLESTORAGE MEDIUM AND COMPUTER PROGRAM).
10-2021-0152176.
20231025.
KOREA, REPUBLIC OF
METHODS AND APPARATUSES FOR DIAGNOSING HEALTH STATE OF THREE - DIMENSIONAL PRINTER.
US16/214,536.
20221122.
UNITED STATES
진공 그리퍼를 이용해 파지 대상물을 파지하여 이송하는 시스템 및 방법.
10-2019-0177576.
20220121.
KOREA, REPUBLIC OF
디지털 트윈 기반 리얼타임 모니터링 방법 및 장치.
10-2021-0005404.
20220112.
KOREA, REPUBLIC OF
3D 프린터의 건전성 진단 방법 및 장치.
10-2017-0168652.
20191101.
KOREA, REPUBLIC OF
인공지능 기반 실시간 스폿 용접 품질 예측 프로그램.
C-2018-039073.
20181219.
KOREA, REPUBLIC OF
공작기계 기계가공 모니터링 및 공구마모 상태진단 프로그램.
C-2015-031687.
20151217.
KOREA, REPUBLIC OF
사출성형 공정의 특성신호도출 방법 및 이를 이용한 사출성형 공정 모니터링 방법.
10-2013-0074166.
20141119.
KOREA, REPUBLIC OF
PSS 기능 모델링 장치 및 방법(APPARATUS AND METHOD FOR PSS FUNCTION MODELING).
10-1329567-0000.
20131108.
KOREA, REPUBLIC OF
사출성형공정 모니터링 및 상태 진단용 자동 신호특성 분석 프로그램.
C-2012-024004.
20121130.
KOREA, REPUBLIC OF
개인 웹 서비스 제공 시스템 및 방법(SYSTEM AND METHOD FOR PROVIDING INDIVIDUAL WEB SERVICE).
10-1130777-0000.
20120320.
KOREA, REPUBLIC OF
무게중심 이동을 고려한 분산형 고속전철 진동해석 프로그램.
2011-01-123-001015.
20110223.
KOREA, REPUBLIC OF
휠-레일 크리프력을 고려한 14자유도 철도차량 임계속도해석 프로그램.
2010-01-123-002983.
20100503.
KOREA, REPUBLIC OF
개인 입력 장치를 활용한 공용 디스플레이 시스템.
10-2010-0040100.
20100429.
KOREA, REPUBLIC OF
34자유도 철도차량 진동해석 프로그램.
..
20090415.
KOREA, REPUBLIC OF
Conference Paper
(2023)
이미지 객체 분할 및 결함 데이터 증강 기반 의류 원단 품질 검사 알고리즘 개발.
한국생산제조학회 2023년도 추계학술대회.
KOREA, REPUBLIC OF
(2023)
준지도 학습 기반 공작기계 베어링 고장진단 모델 개발.
한국생산제조학회 2023년도 추계학술대회.
KOREA, REPUBLIC OF
(2023)
산업용 로봇 기반 제조 아바타 및 멀티버스 프레임워크 구축.
한국정밀공학회 2023 년도 추계학술대회.
KOREA, REPUBLIC OF
(2023)
A Study on Explainable Artificial Intelligence Algorithm for Fault Diagnosis of Directed Energy Deposition Process with Fuzzy Inference-based Data Visualization.
International Conferenceon Design for 3D Printing (ICD3DP) 2023.
KOREA, REPUBLIC OF
(2023)
A Study on Hierarchical Defect Detection Algorithm for Transparent Plastic Bottles Based on YOLO.
Asia Pacific Conference ofthe Prognostics and Health Management Society 2023.
JAPAN
(2023)
Optimization of Composite Material-Based Injection Molding Process Based on Transfer Learning and Genetic Algorithms.
MSEC 2023ASME International Manufacturing Science & Engineering Conference.
UNITED STATES
(2023)
Optimization of Non-Conformal Temperature Control Blow Molding Process Based on Gradient Class Activation Map (Grad-Cam).
MSEC 2023ASME International Manufacturing Science & Engineering Conference.
UNITED STATES
(2023)
실시간 모니터링 모듈 연계 직접분사 적층공정 디지털 트윈 개발.
한국정밀공학회 2023 년도 춘계학술대회.
KOREA, REPUBLIC OF
(2022)
Industrial Digital Twin for Smart Manufacturing: A Case Study on Robotic Welding System.
International Conference on Precision Engineering and Sustainable Manufacturing (PRESM2022).
KOREA, REPUBLIC OF
(2022)
A Study on Filling Rate Prediction for Injection Molding Process of Composite Material with Artificial Intelligence.
International Conference on Precision Engineering and Sustainable Manufacturing (PRESM2022).
KOREA, REPUBLIC OF
(2022)
Thermal Analysis of Directed Energy Deposition Process by Finite Volume Method.
International Conference on Precision Engineering and Sustainable Manufacturing (PRESM2022).
KOREA, REPUBLIC OF
(2022)
Development of an Interactive Digital Twin for Directed Energy Deposition (DED) Process.
ASME 2022 17th International Manufacturing Science and Engineering Conference.
UNITED STATES
(2022)
비등각 온도제어 블로우성형 시뮬레이션 및 합성곱 신경망 연계 기반 공정예측 모델 개발.
2022 년도 대한기계학회 생산 및 설계공학부문 춘계학술대회.
KOREA, REPUBLIC OF
(2022)
비공기압 타이어 사출성형 시뮬레이션 기반 품질예측 모델 개발.
한국정밀공학회 2022 년도 춘계학술대회.
KOREA, REPUBLIC OF
(2022)
산업용 로봇 디지털 트윈 기반 차량 스폿 용접 라인 시뮬레이션 인터페이스 개발.
한국정밀공학회 2022 년도 춘계학술대회.
KOREA, REPUBLIC OF
(2022)
전이학습을 이용한 데이터 불균형 환경에서의 베어링 고장 진단 모델 개발.
한국정밀공학회 2022 년도 춘계학술대회.
KOREA, REPUBLIC OF
(2021)
A Study on Bearing State Diagnosis Model Based on Artificial Intelligence.
Asia Pacific Conference of the Prognostics and Health Management Society 2021.
KOREA, REPUBLIC OF
(2021)
Development of Defect Diagnosis System for Directed Energy Deposition (DED) Process Using Machine Learning Algorithm.
Asia Pacific Conference ofthe Prognostics and Health Management Society 2021.
KOREA, REPUBLIC OF
(2021)
설명 가능한 결함 진단 모델을 위한 센서 데이터 이미지화 기법 개발.
한국PHM학회 정기학술대회.
KOREA, REPUBLIC OF
(2021)
Indoor Position Tracking Methods Using IMU sensor and High-speed Camera with Machine Learning Algorithm.
International Symposium on Precision Engineering and Sustainable Manufacturing (PRESM2021).
KOREA, REPUBLIC OF