|
Conference
|
2025 |
Stochastic optimal control of chiller systems: data-driven vs. hybrid AI
Sunghyun Kim
International Symposium on Heating, Ventilating, and Air Conditioning (ISHAVC) 2025, pp.1-7 |
|
|
|
Conference
|
2025 |
Analyzing the Key Drivers of System Marginal Price using a Transformer-XGBoost Hybrid Model
최우주
한국통신학회 종합 학술 발표회 (추계) 2025, pp.1-2 |
|
|
|
Conference
|
2025 |
Causal Analysis of Inter-room Differential Pressure using GC-xLSTM
Hansol Shin
International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (BuildSys) 2025, pp.302-303 |
|
|
|
Conference
|
2025 |
Stochastic Optimal Control for Chilled-Water Systems Using a Hybrid AI Model
김승현
한국건축친환경설비학회 학술발표대회 (추계) 2025, pp.235-236 |
|
|
|
Conference
|
2025 |
Causal Analysis of Differential Pressure and Damper Operation using GC-xLSTM
신한솔
대한건축학회 학술 대회 (추계) 2025, pp.541-542 |
|
|
|
Conference
|
2025 |
Optimizing Free-Cooling Operation in GMP-Regulated Pharmaceutical Cleanroom HVAC Systems via Transformer Attention-Aligned RL
Joa Hyoung Lee
International Conference on Information and Communication Technology Convergence (ICTC) 2025, pp.954-959 |
|
|
|
Conference
|
2025 |
Reinforcement Learning-Based Free Cooling Capacity Optimization for Pharmaceutical Cleanroom HVAC Systems
Joa Hyoung Lee
International Conference on Information and Communication Technology Convergence (ICTC) 2025, pp.427-432 |
|
|
|
Conference
|
2024 |
Stochastic and interpretable prediction of industrial electricity consumption using Temporal Fusion Transformer
Hansol Shin
Asia Conference of International Building Performance Simulation Association (ASim) 2024, pp.1257-1264 |
|
|
|
Conference
|
2024 |
Seasonal Contract Electricity Optimization using Forecasting Model
김상욱
한국 인공지능 학술대회 2024, pp.301-302 |
|
|
|
Conference
|
2024 |
Abnormal Process and Cause Detection using Random Forest Classification for Automated Fault Data Collection in Paper-making MES
손형준
한국 인공지능 학술대회 2024, pp.145-146 |
|
|
|
Conference
|
2024 |
Stochastic prediction of electric use in industrial facilities using weather data
신한솔
한국통신학회 종합 학술 발표회 (하계) 2024, pp.243-244 |
|
|
|
Conference
|
2024 |
Stochastic prediction of electric power use for time-series missing data imputation
신한솔
한국통신학회 종합 학술 발표회 (동계) 2024, pp.62-63 |
|
|
