| Comparative analysis of the optimized ANN, SVM, and tree ensemble models using Bayesian optimization for predicting GSHP COP HU Cho, Y Nam, EJ Choi, YJ Choi, H Kim, S Bae, JW Moon Journal of Building Engineering 44, 103411, 2021 | 50 | 2021 |
| Improvement in energy performance of building envelope incorporating electrochromic windows (ECWs) BR Park, J Hong, EJ Choi, YJ Choi, C Lee, JW Moon Energies 12 (6), 1181, 2019 | 43 | 2019 |
| Performance level criteria for semi-transparent photovoltaic windows based on dye-sensitized solar cells MH Chung, BR Park, EJ Choi, YJ Choi, C Lee, J Hong, HU Cho, JH Cho, ... Solar Energy Materials and Solar Cells 217, 110683, 2020 | 32 | 2020 |
| Development of a control algorithm aiming at cost-effective operation of a VRF heating system JW Moon, YK Yang, EJ Choi, YJ Choi, KH Lee, YS Kim, BR Park Applied Thermal Engineering 149, 1522-1531, 2019 | 32 | 2019 |
| Development of an adaptive artificial neural network model and optimal control algorithm for a data center cyber–physical system YJ Choi, BR Park, JY Hyun, JW Moon Building and Environment 210 (108704), 2022 | 31 | 2022 |
| Adaptive control algorithm with a retraining technique to predict the optimal amount of chilled water in a data center cooling system BR Park, YJ Choi, EJ Choi, JW Moon Journal of Building Engineering 50, 104167, 2022 | 27 | 2022 |
| Development of occupant pose classification model using deep neural network for personalized thermal conditioning EJ Choi, Y Yoo, BR Park, YJ Choi, JW Moon Energies 13 (1), 45, 2019 | 20 | 2019 |
| Seasonal effects of thermal comfort control considering real-time clothing insulation with vision-based model EJ Choi, YJ Choi, NH Kim, JW Moon Building and Environment 235, 110255, 2023 | 19 | 2023 |
| Accuracy analysis of DNN-based pose-categorization model and activity-decision algorithm BR Park, EJ Choi, YJ Choi, JW Moon Energies 13 (4), 839, 2020 | 15 | 2020 |
| Impact of thermal control by real-time PMV using estimated occupants personal factors of metabolic rate and clothing insulation EJ Choi, JY Yun, YJ Choi, MC Seo, JW Moon Energy and Buildings 307, 113976, 2024 | 12 | 2024 |
| Development of occupancy prediction model and performance comparison according to the recurrent neural network models YJ Choi, BR Park, JY Hyun, JW Moon Journal of the Architectural Institute of Korea 38 (10), 231-240, 2022 | 7 | 2022 |
| Development an image recognition-based clothing estimation model for comfortable building thermal controls BR Park, EJ Choi, YJ Choi, JW Moon Journal of the Architectural Institute of Korea 38 (1), 215-223, 2022 | 6 | 2022 |
| Development of an indoor particulate matter (PM2. 5) prediction model for improving school indoor air quality environment YJ Choi, EJ Choi, HU Cho, JW Moon KIEAE J 21 (1), 35-40, 2021 | 6 | 2021 |
| 재실자 활동량 산출을 위한 Pose 분류 모델 개발 최은지， 박보랑， 최영재， 문진우 KIEAE Journal 18 (5), 93-98, 2018 | 5 | 2018 |
| 학교시설 실내공기질 환경 개선을 위한 실내 미세먼지(PM2.5) 예측모델 개발 최영재， 최은지， 조혜운， 문진우 KIEAE Journal 21 (1), 35-40, 2021 | 4 | 2021 |
| 순환 신경망 모델에 따른 재실 인원 예측모델 개발 및 성능비교 최영재， 박보랑， 현지연， 문진우 대한건축학회논문집 38 (10), 231-240, 2022 | 3 | 2022 |
| 데이터센터 냉방 에너지 절약을 위한 최적 냉수 유량 예측· 제어 알고리즘 개발 박보랑， 최영재， 현지연， 태영란， 문진우 KIEAE Journal 21 (3), 47-53, 2021 | 3 | 2021 |
| 건물 열 환경 쾌적 제어를 위한 이미지 인식 기반 착의량 산출 모델개발 박보랑， 최은지， 최영재， 문진우 대한건축학회논문집 38 (1), 215-223, 2022 | 2 | 2022 |
| 실내 이산화탄소 농도 예측 기반 적응형 환기 제어 알고리즘 개발 최영재， 배강우， 정용기， 문현준， 문진우 KIEAE Journal 23 (2), 23-29, 2023 | 1 | 2023 |
| 리빙랩 데이터 기반 학교시설 미세먼지(PM2.5) 예측모델 개발 변재윤， 김태원， 최영재， 문진우 한국생태환경건축학회 학술발표대회 논문집 22 (1), 90-91, 2022 | 1 | 2022 |
Jin MoonChung-Ang Univ., KoreaVerificeret mail på cau.ac.kr