Byeongmo Seo

Seo, B., Yoon, Y., Lee, K. H., & Cho, S. (2023). Comparative Analysis of ANN and LSTM Prediction Accuracy and Cooling Energy Savings through AHU-DAT Control in an Office Building. BUILDINGS, 13(6). https://doi.org/10.3390/buildings13061434

Yoon, Y., Seo, B., Mun, J., & Cho, S. (2023). Energy savings and life cycle cost analysis of advanced double skin facade system applied to old apartments in South Korea. JOURNAL OF BUILDING ENGINEERING, 71. https://doi.org/10.1016/j.jobe.2023.106535

Yoon, Y., Seo, B., & Cho, S. (2023). Potential Cooling Energy Savings of Economizer Control and Artificial-Neural-Network-Based Air-Handling Unit Discharge Air Temperature Control for Commercial Building. BUILDINGS, 13(5). https://doi.org/10.3390/buildings13051174

Park, J., Hong, S. H., Yeon, S. H., Seo, B. M., & Lee, K. H. (2023). Predictive Model for Solar Insolation Using the Deep Learning Technique. INTERNATIONAL JOURNAL OF ENERGY RESEARCH, 2023. https://doi.org/10.1155/2023/3525651

Seo, B., Yoon, Y. B., Yu, B. H., Cho, S., & Lee, K. H. (2020). Comparative analysis of cooling energy performance between water-cooled VRF and conventional AHU systems in a commercial building. APPLIED THERMAL ENGINEERING, 170. https://doi.org/10.1016/j.applthermaleng.2020.114992

Yoon, Y. B., Seo, B., Koh, B. B., & Cho, S. (2020). Heating energy savings potential from retrofitting old apartments with an advanced double-skin facade system in cold climate. FRONTIERS IN ENERGY, 14(2), 224–240. https://doi.org/10.1007/s11708-020-0801-1

Yeon, S., Yu, B., Seo, B., Yoon, Y., & Lee, K. H. (2019). ANN based automatic slat angle control of venetian blind for minimized total load in an office building. SOLAR ENERGY, 180, 133–145. https://doi.org/10.1016/j.solener.2019.01.027

Seo, B., Yoon, Y. B., Mun, J. H., & Cho, S. (2019). Application of Artificial Neural Network for the Optimum Control of HVAC Systems in Double-Skinned Office Buildings. ENERGIES, 12(24). https://doi.org/10.3390/en12244754

Lee, J. M., Hong, S. H., Seo, B. M., & Lee, K. H. (2019). Application of artificial neural networks for optimized AHU discharge air temperature set-point and minimized cooling energy in VAV system. APPLIED THERMAL ENGINEERING, 153, 726–738. https://doi.org/10.1016/j.applthermaleng.2019.03.061

Lee, D. Y., Seo, B. M., Hong, S. H., Choi, J. M., & Lee, K. H. (2019). Part load ratio characteristics and energy saving performance of standing column well geothermal heat pump system assisted with storage tank in an apartment. ENERGY, 174, 1060–1078. https://doi.org/10.1016/j.energy.2019.03.029

Yoon, Y. B., Seo, B., Koh, B. B., & Cho, S. (2019). Performance analysis of a double-skin facade system installed at different floor levels of high-rise apartment building. JOURNAL OF BUILDING ENGINEERING, 26. https://doi.org/10.1016/j.jobe.2019.100900

Yu, B. H., Seo, B.-M., Hong, S. H., Yeon, S., & Lee, K. H. (2018). Influences of different operational configurations on combined effects of room air stratification and thermal decay in UFAD system. ENERGY AND BUILDINGS, 176, 262–274. https://doi.org/10.1016/j.enbuild.2018.07.015

Kim, M. J., Seo, B. M., Lee, J. M., Choi, J. M., & Lee, K. H. (2018). Operational behavior characteristics and energy saving potential of vertical closed loop ground source heat pump system combined with storage tank in an office building. ENERGY AND BUILDINGS, 179, 239–252. https://doi.org/10.1016/j.enbuild.2018.09.025