| 2024-07 |
Classification of battery laser welding defects via enhanced image preprocessing methods and explainable artificial intelligence-based verification |
Engineering Applications of Artificial Intelligence
|
| 2024-03 |
베이지안 최적화를 활용한 물리 기반 펌프 시스템 시뮬레이션의 실시간 성능 예측 |
한국전산유체공학회지
|
| 2024-01 |
Designable Data Augmentation-Based Domain-Adaptive Design of Electric Vehicle Considering Dynamic Responses |
International Journal of Precision Engineering and Manufacturing Smart Technology
|
| 2024-01 |
Enhancement of virtual data quality using pre-trained Bayesian transfer learning under inaccurate and insufficient measurement data |
Advanced Engineering Informatics
|
| 2023-12 |
Virtual data-based generative optimization using domain-adaptive designable data augmentation (DADDA): Application to electric vehicle design |
Expert Systems with Applications
|
| 2023-11 |
반사경 형상 패턴에 따른 파면오차 및 중량 최소화 최적 설계 |
Transactions of the KSME, A
|
| 2023-10 |
Vision-based virtual vibration sensor using error calibration convolutional neural network with signal augmentation |
Mechanical Systems and Signal Processing
|
| 2023-09 |
Prediction of Internal Temperature of Starter Solenoid Via PoF-Based Fault Reproduction Experiment |
IEEE Transactions on Instrumentation and Measurement
|
| 2023-09 |
도심 및 고속도로 에너지 소비를 고려한 C-Segment 전기차 주행거리 최적화 |
Transactions of the KSME, A
|
| 2023-08 |
Diagnosis-based domain-adaptive design using designable data augmentation and Bayesian transfer learning: Target design estimation and validation |
Applied Soft Computing Journal
|
| 2023-07 |
Crack growth degradation-based diagnosis and design of high pressure liquefied natural gas pipe via designable data-augmented anomaly detection |
Journal of Computational Design and Engineering
|
| 2023-04 |
Diagnosis and Prognosis of Chassis Systems in Autonomous Driving Conditions |
SAE Technical Papers
|
| 2023-04 |
Randomized learning-based classification of sound quality using spectrogram image and time-series data: A practical perspective |
Engineering Applications of Artificial Intelligence
|
| 2022-11 |
데이터 증강 및 전이학습을 이용한 진단 기반 도메인 적응 설계 평가 및 검증 |
Transactions of the Korean Society of Mechanical Engineers, A
|
| 2022-11 |
Predictive evaluation of spectrogram-based vehicle sound quality via data augmentation and explainable artificial intelligence: Image color adjustment with brightness and contrast |
MECHANICAL SYSTEMS AND SIGNAL PROCESSING
|
| 2022-09 |
Statistical Classification of Vehicle Interior Sound Through Upsampling-Based Augmentation and Correction Using 1D CNN and LSTM |
IEEE Access
|
| 2022-08 |
1D CNN을 이용한 이미지 기반의 진동 신호 측정 및 보정 |
Transactions of the KSME, A
|
| 2022-07 |
Deep learning-based efficient metamodeling via domain knowledge-integrated designable data augmentation with transfer learning: application to vehicle crash safety |
STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
|
| 2022-07 |
Instance-based transfer learning method via modified domain-adversarial neural network with influence function: Applications to design metamodeling and fault diagnosis |
APPLIED SOFT COMPUTING
|
| 2022-06 |
Multiclass anomaly detection for unsupervised and semi-supervised data based on a combination of negative selection and clonal selection algorithms |
APPLIED SOFT COMPUTING
|
| 2022-05 |
데이터 증강에 따른 스팩트로그램 기반 차량 주행음의 감성적인 음질 특성 분류 정확도 변화 |
Transactions of the Korean Society of Mechanical Engineers, A
|
| 2022-02 |
Physician-Customized Strategies for Reducing Outpatient Waiting Time in South Korea Using Queueing Theory and Probabilistic Metamodels |
International Journal of Environmental Research and Public Health
|
| 2021-09 |
설계가능 데이터 증강 이용 설계도메인 적응 생성적 성능 최적화 방법 |
한국CDE학회 논문집
|
| 2021-08 |
Neural network prediction of sound quality via domain knowledge-based data augmentation and Bayesian approach with small data sets |
MECHANICAL SYSTEMS AND SIGNAL PROCESSING
|
| 2021-04 |
Probabilistic optimization of engine mount to enhance vibration characteristics using first-order reliability-based target cascading |
JOURNAL OF VIBRATION AND CONTROL
|
| 2021-03 |
베이지안 네트워크를 이용한 출입문 장치의 확률론적 고장 분석 |
한국CDE학회 논문집
|
| 2021-02 |
Data Augmentation-Based Prediction of System Level Performance under Model and Parameter Uncertainties: Role of Designable Generative Adversarial Networks (DGAN) |
RELIABILITY ENGINEERING & SYSTEM SAFETY
|
| 2020-08 |
Stress-life prediction of 25C polypropylene materials based on calibration of Zhurkov fatigue life model |
FATIGUE & FRACTURE OF ENGINEERING MATERIALS & STRUCTURES
|
| 2020-06 |
통합마스트-송수신 모듈의 열화인자 분석을 통한 결함진단 및 잔여수명 예측 연구 |
한국CDE학회 논문집
|
| 2020-05 |
Early stage data-based probabilistic wear life prediction and maintenance interval optimization of driving wheels |
RELIABILITY ENGINEERING & SYSTEM SAFETY
|
| 2020-03 |
Reliability assessment of display delamination considering adhesive properties based on statistical model calibration and validation |
INTERNATIONAL JOURNAL OF MECHANICS AND MATERIALS IN DESIGN
|
| 2020-03 |
Multi-objective genetic algorithm in reliability-based design optimization with sequential statistical modeling: an application to design of engine mounting |
STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
|
| 2020-03 |
Multi-objective optimization in the vibration characteristics of a hydraulic steering system using a conservative and feasible response surface method |
ENGINEERING OPTIMIZATION
|
| 2019-11 |
Optimal pile design of dolphin structure considering axial compressive pressure-bending moment ratio under offshore load conditions |
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART M-JOURNAL OF ENGINEERING FOR THE MARITIME ENVIRONMENT
|
| 2019-07 |
Integrated shape-morphing and metamodel-based optimization of railway wheel web considering thermo-mechanical loads |
STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
|
| 2019-04 |
CNTs 기하학적 파라미터에 따른 폴리머 나노복합재의 퍼콜레이션 임계치 예측 및 전기 전도도 특성 연구 |
Transactions of the Korean Society of Mechanical Engineers, A
|
| 2019-03 |
접촉 압력 불균일성을 고려한 곡면 형상을 가지는 다층 구조 전자부품의 공정 장비 형상 파라미터 분석 |
Transactions of the Korean Society of Mechanical Engineers, A
|
| 2019-02 |
Sustainable Manufacturing of High-Precision, Heat-Resistant Aspherical Lenses Using Ultraviolet Illumination With Prognosis of Remaining Useful Life |
JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME
|
| 2019-01 |
Viscoplastic parameter identification of temperature‐dependent mechanical behavior of modified polyphenylene oxide polymers |
POLYMER ENGINEERING AND SCIENCE
|
| 2019-01 |
Multi-objective design of thickness and curvature of a bendable structure considering delamination and strength characteristics |
Journal of Computational Design and Engineering
|
| 2018-12 |
Reliability-based robust design optimization of gap size of annular nuclear fuels using kriging and inverse distance weighting methods |
ENGINEERING OPTIMIZATION
|
| 2018-11 |
Modelica-based dynamic analysis and design of lift-generating disk-type wind blade using computational fluid dynamics and wind tunnel test data |
MECHATRONICS
|
| 2018-11 |
Reliability assessment on the degradation properties of polymers under operating temperature and vibration conditions |
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART D-JOURNAL OF AUTOMOBILE ENGINEERING
|
| 2018-10 |
근사 최적 기법을 이용한 변성 폴리페닐렌 옥사이드 폴리머의 점소성 모델 보정 연구 |
Transactions of the Korean Society of Mechanical Engineers, A
|
| 2018-08 |
Optimal Design of Thickness and Young's Modulus of Multi-Layered Foldable Structure Considering Bending Stress, Neutral Plane and Delamination under 2.5 mm Radius of Curvature |
INTERNATIONAL JOURNAL OF PRECISION ENGINEERING AND MANUFACTURING
|
| 2018-08 |
Role of multi-response principal component analysis in reliability-based robust design optimization: an application to commercial vehicle design |
STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
|
| 2018-07 |
Determination of the best distribution and effective interval using statistical characterization of uncertain variables |
Journal of Computational Design and Engineering
|
| 2018-06 |
회전익 무인항공기 블레이드의 추력 성능 검증을 위한 추력 측정 실험기 설계 |
Transactions of the Korean Society of Mechanical Engineers, A
|
| 2018-04 |
Bayesian estimation of the lethargy coefficient for probabilistic fatigue life model |
Journal of Computational Design and Engineering
|
| 2018-02 |
답면 제동을 고려한 차륜 웹부 형상에 따른 열전달 및 열응력 해석 |
Transactions of the Korean Society of Mechanical Engineers, A
|
| 2018-02 |
협동 최적화를 이용한 진공청소기 손잡이 최적설계 |
Transactions of the Korean Society of Mechanical Engineers, A
|
| 2018-02 |
Parameter analysis and design for the hovering thrust of a quad-rotor air vehicle using CFD and design of experiment |
JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY
|
| 2018-01 |
주성분분석을 이용한 캡 서스펜션의 영향인자 분석 및 신뢰성기반최적설계 |
Transactions of the Korean Society of Mechanical Engineers, A
|
| 2017-11 |
응력수명법을 이용한 탄소섬유강화복합재 로어 컨트롤 아암의 내구성 평가 |
Transactions of the Korean Society of Mechanical Engineers, A
|
| 2017-11 |
물리적 불확실성을 내재한 입력변수의 확률 통계 기반 유효 범위 결정 방법 및 신뢰성 평가 |
Transactions of the Korean Society of Mechanical Engineers, A
|
| 2017-10 |
Altitude and roll control of a hovering quad-rotor air vehicle using the multi-objective approximate optimization of proportional?integral?differential control |
ENGINEERING OPTIMIZATION
|
| 2017-08 |
실험계획법을 이용한 날개 없는 선풍기의 노즐 형상 최적 설계 |
Transactions of the Korean Society of Mechanical Engineers, A
|
| 2017-08 |
모델리카를 이용한 2자유도 시스템 진동해석 및 파라미터 설계 |
Transactions of the Korean Society of Mechanical Engineers, A
|
| 2017-08 |
Topologically optimized shape of CFRP front lower control ARM |
INTERNATIONAL JOURNAL OF AUTOMOTIVE TECHNOLOGY
|
| 2016-12 |
강도 및 강성 조건을 고려한 탄소섬유강화플라스틱(CFRP) 로어 컨트롤 아암의 치수 최적설계 |
한국CDE학회 논문집
|
| 2016-09 |
열화물성을 고려한 차량용 플라스틱 부품의 신뢰성 기반 설계 |
한국자동차공학회 논문집
|
| 2016-08 |
Fatigue design of a cellular phone folder using regression model-based multi-objective optimization |
ENGINEERING OPTIMIZATION
|
| 2016-06 |
Prediction of the mechanical behavior of double walled-CNTs using a molecular mechanics-based finite element method: Effects of chirality |
COMPUTERS & STRUCTURES
|
| 2016-03 |
Back-propagation neural network-based approximate analysis of true stress-strain behaviors of high-strength metallic material |
JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY
|
| 2016-01 |
An enhancement of selection and crossover operations in real-coded genetic algorithm for large-dimensionality optimization |
JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY
|
| 2015-10 |
Interval Prediction of the Fatigue Crack Cycle Using Evidence Theory and the Kriging Meta-Model |
INTERNATIONAL JOURNAL OF PRECISION ENGINEERING AND MANUFACTURING
|
| 2015-10 |
굽힙하중을 받는 섬유 금속 적층판의 응력-변형률 예측을 위한 대변형 유한요소해석 |
Transactions of the Korean Society of Mechanical Engineers, A
|
| 2015-09 |
가압경수로용 환형 핵연료의 간극 크기 다중목적 근사최적설계 |
한국정밀공학회지
|
| 2015-07 |
PID 제어를 통한 쿼드콥터 다중목적 근사최적설계 |
Transactions of the Korean Society of Mechanical Engineers, A
|
| 2015-06 |
자동차용 휠의 응력을 고려한 근사 최적 설계 |
한국생산제조시스템학회지
|
| 2015-06 |
축하중을 고려한 스크롤 압축기 하부 프레임의 최적설계 |
한국생산제조시스템학회지
|
| 2015-05 |
강도조건을 고려한 벽걸이 모니터 브라켓 암의 다중목적 근사최적설계 |
Transactions of the Korean Society of Mechanical Engineers, A
|
| 2015-04 |
수직하중을 고려한 자전거 프레임의 다중목적 최적설계 |
한국생산제조시스템학회지
|
| 2015-04 |
강도 조건을 고려한 동력 전달 드라이브 샤프트의 근사최적설계 |
한국생산제조시스템학회지
|
| 2015-04 |
강도조건을 고려한 강구조물 보강재의 다목적 근사최적설계 |
한국생산제조시스템학회지
|
| 2015-02 |
Structural Design of a Level-Luffing Crane through Trajectory Optimization and Strength-Based Size Optimization |
STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
|
| 2014-10 |
Electrode design optimization of lithium secondary batteries to enhance adhesion and deformation capabilities |
ENERGY
|
| 2014-06 |
복소 고유치 해석을 통한 브레이크 시스템의 저주파 불안정성 영향인자 분석 |
Transactions of the Korean Society of Mechanical Engineers, A
|
| 2014-06 |
데이터 마이닝을 이용한 리튬 이차전지의 전류밀도 영향인자 분석 |
Transactions of the Korean Society of Mechanical Engineers, A
|
| 2014-05 |
무인비행체 블레이드 형상 변화에 따른 단일로터의 제자리 비행 추력성능 분석 |
Transactions of the Korean Society of Mechanical Engineers, A
|
| 2014-05 |
Optimal Doctor Blade Design Considering Contact Stress and Toner Properties |
INTERNATIONAL JOURNAL OF PRECISION ENGINEERING AND MANUFACTURING
|
| 2014-05 |
Approximate multi-objective optimization using conservative and feasible moving least squares method: application to automotive knuckle design |
STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
|
| 2013-12 |
Quality Engineering Optimization of Robot Casting Considering Design Robustness: Comparison with Reliability |
INTERNATIONAL JOURNAL OF PRECISION ENGINEERING AND MANUFACTURING
|
| 2013-10 |
압입축의 손상저감을 위한 최적설계 연구 |
한국생산제조시스템학회지
|
| 2013-04 |
반응표면법 및 비지배 분류 유전자 알고리즘을 이용한 취배수문의 응력 및 변형 최적화 |
한국해양공학회지
|
| 2013-04 |
균일 화상 품질 구현을 위한 닥터 블레이드 접촉압력 근사모델링 |
한국생산제조시스템학회지
|
| 2013-04 |
Estimation of submerged-arc welding design parameters using Taguchi method and fuzzy logic |
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART B-JOURNAL OF ENGINEERING MANUFACTURE
|
| 2013-04 |
Optimization of rail profile to reduce wear on curved track |
INTERNATIONAL JOURNAL OF PRECISION ENGINEERING AND MANUFACTURING
|
| 2013-03 |
Optimization of a railway wheel profile to minimize flange wear and surface fatigue |
WEAR
|
| 2013-02 |
Conservative multi-objective optimization considering design robustness and tolerance: a quality engineering design approach |
STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
|
| 2012-12 |
트리즈를 이용한 에어컨디셔너 프레임구조 설계 |
한국생산제조시스템학회지
|
| 2012-12 |
처짐과 무게를 고려한 주물 프레임의 다중목적 근사최적설계 |
한국생산제조시스템학회지
|
| 2012-12 |
보수적 근사모델을 적용한 신뢰성 기반 강건 최적설계 방법 |
한국해양공학회지
|
| 2012-12 |
Reduction in the nitrogen oxide and soot emissions in a diesel engine combustion system using an approximate optimization method |
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART D-JOURNAL OF AUTOMOBILE ENGINEERING
|
| 2012-11 |
Genetic-Algorithm-Based Controlling of Microcontact Distributions to Minimize Electrical Contact Resistance |
IEEE Transactions on Components Packaging and Manufacturing Technology
|
| 2012-11 |
Design optimization of an accumulator for reducing rotary compressor noise |
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART E-JOURNAL OF PROCESS MECHANICAL ENGINEERING
|
| 2012-10 |
Reliability assessment using feed-forward neural network-based approximate meta-models |
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART O-JOURNAL OF RISK AND RELIABILITY
|