발행물

전체 논문

44

11

Interpretable deep learning model for load and temperature forecasting: Depending on encoding length, models may be cheating on wrong answers
최원준, 이상원
ENERGY AND BUILDINGS, 2023

12

Evaluation of Summer Zone Temperature and Load Forecasting Performance of Transformer Architecture according to Training Dataset Size Change
최원준
Architectural Institute of Korea, 2023

13

ASHRAE 지열교환기 설계법에 대한 전역 민감도 분석
신은탁, 최원준, 김윤성
한국건축친환경설비학회, 2023

14

Probabilistic uncertainty quantification of borehole thermal resistance in real-world scenarios
최원준, Kikumoto Hideki, Ooka Ryozo
ENERGY, 2022

15

Influence of a Better Prediction of Thermal Satisfaction for the Implementation of an HVAC-Based Demand Response Strategy
최원준, 임종연
Energies, 2022

16

Experimental analysis of artificial intelligence-based model predictive control for thermal energy storage under different cooling load conditions
, , , , Yuki Matsuda, 최원준, Shintaro Ikeda, Ryozo Ooka, Doyun Lee
Sustainable Cities and Society, 2022

17

Bayesian prediction model of thermally satisfied occupants considering stochasticity due to inter- and intra-individual thermal sensation variations
, , 최원준, ,
Journal of Building Engineering, 2022

18

Development of probabilistic assessment framework for pedestrian wind environment using Bayesian technique
Kikumoto, H (Kikumoto, Hideki), Choi, W (Choi, Wonjun), Ooka, R (Ooka, Ryozo)
BUILDING AND ENVIRONMENT, 2021

19

Development of chiller-attached apparatus for accurate initial ground temperature measurement: Insights from global sensitivity analysis of thermal response tests
Choi, W (Choi, Wonjun), Choudhary, R (Choudhary, Ruchi, Ooka, R (Ooka, Ryozo)
ENERGY AND BUILDINGS, 2021

20

Unsteady-state exergetic performance comparison of externally and internally insulated building envelopes
Choi, W (Choi, Wonjun), Ooka, R (Ooka, Ryozo), Shukuya, M (Shukuya, Masanori)
INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER, 2020