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Ko Seok Kap Principal Researcher
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Energy Intelligence Research Section
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논문 검색결과
Type Year Title Cited Download
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
Journal
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
Conference
2025 Koopman Autoencoder-Based High-Resolution Temporal Prediction for Physical Systems   황유민   한국멀티미디어학회 학술 발표 대회 (추계) 2025, pp.1-1
Conference
2025 Integration of Power-based Distributed Network Protocols with Energy IoT   이형옥   대한전기학회 전기물성·응용부문회 학술대회 (추계) 2025, pp.1-1
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
Journal
2025 Knowledge Distillation Using Koopman Autoencoders for Forecasting Nonlinear Dynamical Systems   황유민   멀티미디어학회논문지, v.28, no.11, pp.1800-1807
Conference
2025 Lightweight CNN-Based Bearing Fault Diagnosis Method Considering Sideband Signal Characteristics   유유빈   대한전기학회 전기물성·응용부문회 학술대회 (추계) 2025, pp.1-1
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
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
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
Journal
2025 An Analysis of Technology Trends in Digital Carbon Neutrality Platforms   김영화   전자통신동향분석, v.40, no.4, pp.94-103
Conference
2025 Optimal ESS scheduling method based on probabilistic forecasting   이상준   대한전기학회 학술 대회 (하계) 2025, pp.2054-2055
Conference
2025 Physics Prediction Using Knowledge Distillation-Based Koopman Autoencoder   황유민   대한전자공학회 학술 대회 (하계) 2025, pp.1-1
Conference
2024 Calculation of AI-LCOE Through Photovoltaic Performance Loss Rate Assessment   김에덴   한국통신학회 종합 학술 발표회 (추계) 2024, pp.1-2
Journal
2024 Koopman Theory-Based Missing Value Imputation Model for Nonlinear Dynamical Systems   황유민   전기학회논문지, v.73, no.11, pp.2004-2010 0
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
Conference
2024 Imputation of Missing Data Based on Koopman Autoencoder   황유민   한국통신학회 종합 학술 발표회 (추계) 2024, pp.1-1
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
Conference
2024 Missing Data Imputation via Recurrent and Generative Training Method   황유민   대한전기학회 전기물성·응용부문회 학술대회 (추계) 2024, pp.116-116
Conference
2024 Continual Active Learning with Ensemble Method   Eden Kim   International Conference on Information and Communication Technology Convergence (ICTC) 2024, pp.2240-2245 0
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
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
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
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
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
Conference
2024 External temperature based ESS environmental control   이상준   대한전기학회 학술 대회 (하계) 2024, pp.2053-2054
Conference
2024 Drone Flight Direction Determination using Object Detection for Wind Turbine Blade Diagnosis   이현용   한국풍력에너지학회 학술 대회 (춘계) 2024, pp.1-2
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
Conference
2024 Physics Prediction with Koopman Autoencoder based on Multi-Scale Time Resolution   황유민   통신 정보 합동 학술 대회 (JCCI) 2024, pp.517-517
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
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
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
Conference
2024 Reliability Evaluation and Failure Analysis of MLPE for Solar Power Generation   윤광수   대한기계학회 신뢰성 부문 학술대회 (춘계) 2024, pp.118-118
Conference
2024 Object recognition and direction tracking in X-ray images   황유민   영상처리 및 이해에 관한 워크샵 (IPIU) 2024, pp.1-2
Journal
2024 Technical Trends in Artificial Intelligence for Robotics Based on Large Language Models   이준기   전자통신동향분석, v.39, no.1, pp.95-105
Conference
2024 Convolutional Vision Transformer-based Deblurring Model for X-ray Images   이현용   영상처리 및 이해에 관한 워크샵 (IPIU) 2024, pp.1-5
Conference
2024 X-ray영상 기반 풍력발전 블레이드 피뢰케이블 이상해석 기법   김낙우   영상처리 및 이해에 관한 워크샵 (IPIU) 2024, pp.1-2
Conference
2023 A study of analysis of photovoltaic performance loss rate using pre-trained model   김에덴   한국소프트웨어 종합 학술 대회 2023, pp.795-797
Conference
2023 Microservice-based digital twin platform for energy facility control   이형옥   한국통신학회 종합 학술 발표회 (추계) 2023, pp.1-2
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
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
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
Conference
2023 Reliability Evaluation of MLPE for Solar Power Generation   윤광수   대한전기학회 전기물성·응용부문회 학술대회 (추계) 2023, pp.1-1
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
Journal
2023 Internet of Things (IoT) interface technology for the energy sector   고석갑   전기의 세계, v.72, no.10, pp.12-16
Conference
2023 An Introduction to the Method of Energy System Modeling using the Koopman Operator   박상준   한국 에너지 학술 대회 2023, pp.45-46
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
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
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