Yeobeom Yoon R&D Associate Staff Contact . . | YOONY@ORNL.GOV All Publications Energy performance evaluation of the ASHRAE Guideline 36 control and reinforcement learning–based control using field measu... Fault Dataset Development for VAV Terminal Units: Damper and Airflow Sensor Faults Advanced Building Technologies for Energy Savings and Decarbonization Generation of Low-GWP Refrigerants’ Fluid Properties for OpenStudio Measure Development Residential HVAC Fault Detection: Field Data Analysis and Interviews with Smart Thermostat Manufacturers Impact of refrigerant undercharge faults on building indoor conditions and HVAC system operation in residential Buildings: A ... Reported Energy and Cost Savings from the DOE ESPC IDIQ Program: FY 2023 Energy characteristics of multi-chiller load distribution algorithms in a large office building Late-Stage Research Development and Demonstration Sub-activities Updates – FY24 Q3 Unveiling the role of deployment in the performance of ASHRAE Guideline 36 Assessing the Impact of Variable Air Volume Box Damper Stuck Faults Using a Building Automation System and Building Energy Simulation Model Late-Stage Research Development and Demonstration Sub-activities Updates Systematic approach to define a prototype building model: Convenience Store Residential HVAC Fault Data Collection Plan: Refrigerant Undercharge and Overcharge Faults... Occupancy schedule development and its effect on OpenStudio prototype college building model Empirical Validation of Building Energy Modeling Input Parameters: Cooling Performance Curves of a Direct Expansion Coil LATE-STAGE RESEARCH DEVELOPMENT AND DEMONSTRATION SUB-ACTIVITIES UPDATES Lower and upper threshold limit for artificial neural network based chilled and condenser water temperatures set-point control in a chilled water system Empirical validation of building energy simulation model input parameter for multizone commercial building during the cooling season Machine learning based simultaneous control of air handling unit discharge air and condenser water temperatures set-point for minimized cooling energy in an office building Reported Energy and Cost Savings from the DOE ESPC IDIQ Program: FY 2022... Assessment of Existing OpenStudio Measures: Reviews, Interviews, and Future Developments Evaluation of thermostat location for multizone commercial building performance Energy savings and life cycle cost analysis of advanced double skin facade system applied to old apartments in South Korea Comparative Analysis of ANN and LSTM Prediction Accuracy and Cooling Energy Savings through AHU-DAT Control in an Office Building Pagination Current page 1 Page 2 Next page ›â¶Äº Last page Last » Key Links Organizations Energy Science and Technology Directorate Buildings and Transportation Science Division Building Technologies Research Section Integrated Building Deployment and Analysis User Facilities Building Technologies Research and Integration Center