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Conference
|
2025 |
A Study on the Limitations of Time Series Foundation Models for High-Frequency Vibration Signals and Fine-Tuning-Based Improvements in Forecasting and Classification Performance
유유빈
차세대 AI·반도체·ICT 학술대회 2025, pp.1-2 |
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Journal
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2025 |
Enhanced Remaining Useful Life Prediction for Turbofan Engines Using Spatiotemporal Koopman Dual-Branch Transformer
Eden Kim
IEEE Transactions on Instrumentation and Measurement, v.74, pp.1-16 |
0 |
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Conference
|
2025 |
Koopman Autoencoder-Based High-Resolution Temporal Prediction for Physical Systems
황유민
한국멀티미디어학회 학술 발표 대회 (추계) 2025, pp.1-1 |
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Conference
|
2025 |
Integration of Power-based Distributed Network Protocols with Energy IoT
이형옥
대한전기학회 전기물성·응용부문회 학술대회 (추계) 2025, pp.1-1 |
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Conference
|
2025 |
A hybrid forecasting method combining time-series foundation models and seasonal-trend-dispersion decomposition
이상준
대한전기학회 전기물성·응용부문회 학술대회 (추계) 2025, pp.1-1 |
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Journal
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2025 |
Knowledge Distillation Using Koopman Autoencoders for Forecasting Nonlinear Dynamical Systems
황유민
멀티미디어학회논문지, v.28, no.11, pp.1800-1807 |
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Conference
|
2025 |
Lightweight CNN-Based Bearing Fault Diagnosis Method Considering Sideband Signal Characteristics
유유빈
대한전기학회 전기물성·응용부문회 학술대회 (추계) 2025, pp.1-1 |
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Conference
|
2025 |
Development of a Teleoperation-Based Robotic Testbed to Enable Smart Operations on Legacy Electrical Distribution Panels
Jungi Lee
International Conference on Information and Communication Technology Convergence (ICTC) 2025, pp.1867-1869 |
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Conference
|
2025 |
Comparison of Time-Series Foundation Models on power plant emission data
SangJoon Lee
International Conference on Information and Communication Technology Convergence (ICTC) 2025, pp.1-4 |
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Conference
|
2025 |
Autonomous Drone Flight Using Object Detection in X-Ray Images for Wind Turbine Blade Internal Inspection
HyunYong Lee
European Conference on Artificial Intelligence (ECAI) 2025, pp.5319-5326 |
0 |
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Journal
|
2025 |
An Analysis of Technology Trends in Digital Carbon Neutrality Platforms
김영화
전자통신동향분석, v.40, no.4, pp.94-103 |
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Conference
|
2025 |
Optimal ESS scheduling method based on probabilistic forecasting
이상준
대한전기학회 학술 대회 (하계) 2025, pp.2054-2055 |
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Conference
|
2025 |
Physics Prediction Using Knowledge Distillation-Based Koopman Autoencoder
황유민
대한전자공학회 학술 대회 (하계) 2025, pp.1-1 |
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Conference
|
2024 |
Calculation of AI-LCOE Through Photovoltaic Performance Loss Rate Assessment
김에덴
한국통신학회 종합 학술 발표회 (추계) 2024, pp.1-2 |
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Journal
|
2024 |
Koopman Theory-Based Missing Value Imputation Model for Nonlinear Dynamical Systems
황유민
전기학회논문지, v.73, no.11, pp.2004-2010 |
0 |
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Conference
|
2024 |
Deep Learning-Based Method for Pressure Prediction of City Gas Pipeline Network Using Simulation Data
유유빈
한국가스학회 학술 대회 (추계) 2024, pp.226-226 |
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|
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Conference
|
2024 |
Imputation of Missing Data Based on Koopman Autoencoder
황유민
한국통신학회 종합 학술 발표회 (추계) 2024, pp.1-1 |
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Conference
|
2024 |
Stochastic programming method for volatile resource distribution problem
SangJoon Lee
International Conference on Information and Communication Technology Convergence (ICTC) 2024, pp.936-939 |
0 |
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Conference
|
2024 |
Missing Data Imputation via Recurrent and Generative Training Method
황유민
대한전기학회 전기물성·응용부문회 학술대회 (추계) 2024, pp.116-116 |
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Conference
|
2024 |
Continual Active Learning with Ensemble Method
Eden Kim
International Conference on Information and Communication Technology Convergence (ICTC) 2024, pp.2240-2245 |
0 |
|
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Conference
|
2024 |
Domain-invariant Feature-driven Model and Data Selection for Domain Adaptive RUL Prediction in Real-world Scenarios
HyunYong Lee
European Conference on Artificial Intelligence (ECAI) 2024, pp.1-8 |
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|
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Conference
|
2024 |
A Study of Source Domain Data Selection for Successful Regressive Domain Adaptation
HyunYong Lee
International Conference on Information and Communication Technology Convergence (ICTC) 2024, pp.1380-1384 |
0 |
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Journal
|
2024 |
A Training/Inference Strategy based on Restart: Improvement of Performance of Koopman Autoencoder for Future Estimation
박상준
전기학회논문지, v.73, no.8, pp.1376-1383 |
0 |
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Journal
|
2024 |
Cost-optimizing ESS Environmental Control Based on Internal Resistance and Time-Series Forecasting of External Conditions
이상준
전기학회논문지, v.73, no.8, pp.1369-1375 |
0 |
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Conference
|
2024 |
Development of Large Language Model for field of electricity based on Retrieval-Augmented Generation
이준기
대한전기학회 학술 대회 (하계) 2024, pp.2063-2064 |
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|
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Conference
|
2024 |
External temperature based ESS environmental control
이상준
대한전기학회 학술 대회 (하계) 2024, pp.2053-2054 |
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|
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Conference
|
2024 |
Drone Flight Direction Determination using Object Detection for Wind Turbine Blade Diagnosis
이현용
한국풍력에너지학회 학술 대회 (춘계) 2024, pp.1-2 |
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|
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Conference
|
2024 |
Object Tracking Model Based on X-ray Images for Wind Blade Fault Diagnosis
황유민
한국통신학회 종합 학술 발표회 (하계) 2024, pp.1-1 |
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|
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Conference
|
2024 |
Physics Prediction with Koopman Autoencoder based on Multi-Scale Time Resolution
황유민
통신 정보 합동 학술 대회 (JCCI) 2024, pp.517-517 |
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|
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Journal
|
2024 |
A Drone-driven X-ray Image-based Diagnosis of Wind Turbine Blades for Reliable Operation of Wind Turbine
Hyunyong Lee
IEEE Access, v.12, pp.56141-56158 |
16 |
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Journal
|
2024 |
A robust Gated-PINN to resolve local minima issues in solving differential algebraic equations
SangJoon Lee
Results in Engineering, v.21, pp.1-10 |
7 |
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Journal
|
2024 |
SIMA: Scalable IoT Microservice Architecture with Users and Things Joint Load Balancing
Seung-Chul Son
IEEE Internet of Things Journal, v.11, no.5, pp.8170-8184 |
1 |
|
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Conference
|
2024 |
Reliability Evaluation and Failure Analysis of MLPE for Solar Power Generation
윤광수
대한기계학회 신뢰성 부문 학술대회 (춘계) 2024, pp.118-118 |
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|
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Conference
|
2024 |
Object recognition and direction tracking in X-ray images
황유민
영상처리 및 이해에 관한 워크샵 (IPIU) 2024, pp.1-2 |
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Journal
|
2024 |
Technical Trends in Artificial Intelligence for Robotics Based on Large Language Models
이준기
전자통신동향분석, v.39, no.1, pp.95-105 |
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|
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Conference
|
2024 |
Convolutional Vision Transformer-based Deblurring Model for X-ray Images
이현용
영상처리 및 이해에 관한 워크샵 (IPIU) 2024, pp.1-5 |
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Conference
|
2024 |
X-ray영상 기반 풍력발전 블레이드 피뢰케이블 이상해석 기법
김낙우
영상처리 및 이해에 관한 워크샵 (IPIU) 2024, pp.1-2 |
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|
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Conference
|
2023 |
A study of analysis of photovoltaic performance loss rate using pre-trained model
김에덴
한국소프트웨어 종합 학술 대회 2023, pp.795-797 |
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Conference
|
2023 |
Microservice-based digital twin platform for energy facility control
이형옥
한국통신학회 종합 학술 발표회 (추계) 2023, pp.1-2 |
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|
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Conference
|
2023 |
Automated labeling method for direction detection of objects inside X-ray image
Jungi Lee
International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1358-1360 |
0 |
|
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Conference
|
2023 |
A Convolutional Transformer-based Model for Estimation of Soiling-driven PV Power Loss
HyunYong Lee
International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1665-1667 |
0 |
|
|
Conference
|
2023 |
CNC Milling Machine Anomaly Classification with Continual Active Learning
Eden Kim
International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1289-1291 |
2 |
|
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Conference
|
2023 |
SpatioTemporal Transformer-based Regressive Domain Adaptation for Remaining Useful Life Prediction
HyunYong Lee
International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1662-1664 |
0 |
|
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Conference
|
2023 |
Reliability Evaluation of MLPE for Solar Power Generation
윤광수
대한전기학회 전기물성·응용부문회 학술대회 (추계) 2023, pp.1-1 |
|
|
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Conference
|
2023 |
PINN application for compressible gas flow transient analysis
Sangjoon Lee
International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1703-1708 |
2 |
|
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Journal
|
2023 |
Internet of Things (IoT) interface technology for the energy sector
고석갑
전기의 세계, v.72, no.10, pp.12-16 |
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Conference
|
2023 |
An Introduction to the Method of Energy System Modeling using the Koopman Operator
박상준
한국 에너지 학술 대회 2023, pp.45-46 |
|
|
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Conference
|
2023 |
Lightning Cable Fault Diagnosis Technology Based on X-ray Image for Wind Blade Condition Monitoring
김낙우
대한전기학회 학술 대회 (하계) 2023, pp.1740-1741 |
|
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Conference
|
2023 |
Convolutional Transformer-based Deblurring Model for X-ray Images
HyunYong Lee
International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC) 2023, pp.834-839 |
0 |
|
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Conference
|
2023 |
A study on the implementation of SCADA-linked digital twin based on 3D modeling of gas facilities
이준기
한국통신학회 종합 학술 발표회 (하계) 2023, pp.1-2 |
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