Byeongmo Seo
College of Design
Works (13)
Updated: September 12th, 2023 05:03
2023 journal article
Comparative Analysis of ANN and LSTM Prediction Accuracy and Cooling Energy Savings through AHU-DAT Control in an Office Building
BUILDINGS, 13(6).
co-author countries:
Korea (Republic of) 🇰🇷 United States of America 🇺🇸
author keywords: EnergyPlus; artificial neural network; long short-term memory; discharged air temperature; optimal control
www.mdpi.com (publisher PDF)
Source: Web Of Science
Added: July 10, 2023
2023 journal article
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.
co-author countries:
United States of America 🇺🇸
author keywords: Double skin facade system; Retrofitting; Energy savings; Carbon dioxide emission; Life cycle cost analysis
Source: Web Of Science
Added: September 11, 2023
2023 journal article
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).
co-author countries:
United States of America 🇺🇸
author keywords: EnergyPlus; artificial neural network; economizer; discharged air temperature; optimal control
Source: Web Of Science
Added: June 19, 2023
2023 journal article
Predictive Model for Solar Insolation Using the Deep Learning Technique
INTERNATIONAL JOURNAL OF ENERGY RESEARCH, 2023.
co-author countries:
Korea (Republic of) 🇰🇷 United States of America 🇺🇸
Source: Web Of Science
Added: March 20, 2023
2020 journal article
Comparative analysis of cooling energy performance between water-cooled VRF and conventional AHU systems in a commercial building
APPLIED THERMAL ENGINEERING, 170.
co-author countries:
Korea (Republic of) 🇰🇷 United States of America 🇺🇸
author keywords: Variable refrigerant flow (VRF); EnergyPlus; Matlab; BCVTB; Cooling energy; Water-cooled VRF
Source: Web Of Science
Added: April 14, 2020
2020 journal article
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.
co-author countries:
United States of America 🇺🇸
author keywords: double-skin facade; retrofitting; high-rise apartment; heating energy; building simulation
Source: Web Of Science
Added: April 20, 2020
2019 journal article
ANN based automatic slat angle control of venetian blind for minimized total load in an office building
SOLAR ENERGY, 180, 133–145.
co-author countries:
Korea (Republic of) 🇰🇷 United States of America 🇺🇸
author keywords: ANN (Artificial Neural Network); Venetian blind; Slat angle; Daylight; EnergyPlus; Matlab; BCVTB
Source: Web Of Science
Added: May 6, 2019
2019 journal article
Application of Artificial Neural Network for the Optimum Control of HVAC Systems in Double-Skinned Office Buildings
ENERGIES, 12(24).
co-author countries:
United States of America 🇺🇸
author keywords: Double Skin Facade; HVAC optimal control; EnergyPlus; load prediction; artificial neural network
Source: Web Of Science
Added: January 27, 2020
2019 journal article
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.
co-author countries:
Korea (Republic of) 🇰🇷 United States of America 🇺🇸
author keywords: ANN (Artificial Neural Network); AHU (Air Handling Unit); AHU Discharge Air Temperature (DAT); EnergyPlus; Matlab; BCVTB (Building Controls Virtual Test Bed)
Source: Web Of Science
Added: June 24, 2019
2019 journal article
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.
co-author countries:
Korea (Republic of) 🇰🇷 United States of America 🇺🇸
author keywords: EnergyPlus; Standing column well; Storage tank; Part load ratio; COP; Cooling and heating efficiency; Residential cluster homes
Source: Web Of Science
Added: June 17, 2019
2019 journal article
Performance analysis of a double-skin facade system installed at different floor levels of high-rise apartment building
JOURNAL OF BUILDING ENGINEERING, 26.
co-author countries:
United States of America 🇺🇸
author keywords: Double skin facade; Retrofitting; High-rise apartment; Floor levels; Building simulation
Source: Web Of Science
Added: January 6, 2020
2018 journal article
Influences of different operational configurations on combined effects of room air stratification and thermal decay in UFAD system
ENERGY AND BUILDINGS, 176, 262–274.
co-author countries:
Korea (Republic of) 🇰🇷 United States of America 🇺🇸
author keywords: Underfloor air distribution; Thermal decay; EnergyPlus; Room air stratification; Underfloor supply plenum; Energy modeling
Source: Web Of Science
Added: October 16, 2018
2018 journal article
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.
co-author countries:
Korea (Republic of) 🇰🇷 United States of America 🇺🇸
author keywords: Vertical Closed Loop Ground Source Heat; Pump (VGSHP); Part Load Ratio (PLR); Energyplus; Heat storage tank; Coefficient of Performance (COP); Performance curve
Source: Web Of Science
Added: December 3, 2018
