Yeobeom Yoon

Works (10)

Updated: September 12th, 2023 05:03

2023 article

Comparative Analysis of ANN and LSTM Prediction Accuracy and Cooling Energy Savings through AHU-DAT Control in an Office Building

Seo, B., Yoon, Y., Lee, K. H., & Cho, S. (2023, May 31). Buildings.

By: B. Seo n, Y. Yoon*, K. Lee * & S. Cho n

author keywords: EnergyPlus; artificial neural network; long short-term memory; discharged air temperature; optimal control
topics (OpenAlex): Building Energy and Comfort Optimization; Energy Load and Power Forecasting; Smart Grid Energy Management
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (Web of Science; OpenAlex)
13. Climate Action (Web of Science)
Source: Web Of Science
Added: July 10, 2023

2023 article

Energy savings and life cycle cost analysis of advanced double skin facade system applied to old apartments in South Korea

Yoon, Y., Seo, B., Mun, J., & Cho, S. (2023, April 11). Journal of Building Engineering.

By: Y. Yoon n, B. Seo n, J. Mun & S. Cho n

author keywords: Double skin facade system; Retrofitting; Energy savings; Carbon dioxide emission; Life cycle cost analysis
topics (OpenAlex): Building Energy and Comfort Optimization; Facilities and Workplace Management; Sustainable Building Design and Assessment
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
Source: Web Of Science
Added: September 11, 2023

2023 article

Potential Cooling Energy Savings of Economizer Control and Artificial-Neural-Network-Based Air-Handling Unit Discharge Air Temperature Control for Commercial Building

Yoon, Y., Seo, B., & Cho, S. (2023, April 28). Buildings.

By: Y. Yoon n, B. Seo n & S. Cho n

author keywords: EnergyPlus; artificial neural network; economizer; discharged air temperature; optimal control
topics (OpenAlex): Building Energy and Comfort Optimization; Refrigeration and Air Conditioning Technologies; Energy Efficiency and Management
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (Web of Science; OpenAlex)
13. Climate Action (Web of Science)
Source: Web Of Science
Added: June 19, 2023

2021 article

In-situ application of an ANN algorithm for optimized chilled and condenser water temperatures set-point during cooling operation

Kang, W. H., Yoon, Y., Lee, J. H., Song, K. W., Chae, Y. T., & Lee, K. H. (2021, January 8). Energy and Buildings.

By: W. Kang*, Y. Yoon n, J. Lee*, K. Song*, Y. Chae* & K. Lee *

author keywords: Artificial neural network; Model predictive control; Chilled water temperature; Condenser water temperature; Cooling energy; COP
topics (OpenAlex): Building Energy and Comfort Optimization; Urban Heat Island Mitigation; Greenhouse Technology and Climate Control
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (Web of Science; OpenAlex)
13. Climate Action (Web of Science)
Source: Web Of Science
Added: November 15, 2021

2020 article

Comparative analysis of cooling energy performance between water-cooled VRF and conventional AHU systems in a commercial building

Seo, B., Yoon, Y. B., Yu, B. H., Cho, S., & Lee, K. H. (2020, January 24). Applied Thermal Engineering.

By: B. Seo n, Y. Yoon n, B. Yu*, S. Cho n & K. Lee *

author keywords: Variable refrigerant flow (VRF); EnergyPlus; Matlab; BCVTB; Cooling energy; Water-cooled VRF
topics (OpenAlex): Building Energy and Comfort Optimization; Refrigeration and Air Conditioning Technologies; Adsorption and Cooling Systems
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (Web of Science; OpenAlex)
13. Climate Action (Web of Science)
Source: Web Of Science
Added: April 14, 2020

2020 article

Heating energy savings potential from retrofitting old apartments with an advanced double-skin façade system in cold climate

Yoon, Y. B., Seo, B., Koh, B. B., & Cho, S. (2020, March 31). Frontiers in Energy.

By: Y. Yoon n, B. Seo n, B. Koh & S. Cho n

author keywords: double-skin facade; retrofitting; high-rise apartment; heating energy; building simulation
topics (OpenAlex): Building Energy and Comfort Optimization; Urban Heat Island Mitigation; Facilities and Workplace Management
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
Source: Web Of Science
Added: April 20, 2020

2019 article

ANN based automatic slat angle control of venetian blind for minimized total load in an office building

Yeon, S., Yu, B., Seo, B., Yoon, Y., & Lee, K. H. (2019, January 15). Solar Energy.

By: S. Yeon*, B. Yu *, B. Seo n, Y. Yoon n & K. Lee *

author keywords: ANN (Artificial Neural Network); Venetian blind; Slat angle; Daylight; EnergyPlus; Matlab; BCVTB
topics (OpenAlex): Building Energy and Comfort Optimization; Solar Energy Systems and Technologies; Wind and Air Flow Studies
TL;DR: The ANN model was applied to minimize the combined total load consisting of lighting, cooling, and heating loads through automatic slat angle control of venetian blinds and it was confirmed that the cooling and heating load could be significantly reduced by real-time automatic control via the ANN under various operating conditions, rather than fixing the blinds at one angle. (via Semantic Scholar)
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (Web of Science; OpenAlex)
13. Climate Action (Web of Science)
Source: Web Of Science
Added: May 6, 2019

2019 article

Application of Artificial Neural Network for the Optimum Control of HVAC Systems in Double-Skinned Office Buildings

Seo, B., Yoon, Y. B., Mun, J. H., & Cho, S. (2019, December 13). Energies.

By: B. Seo n, Y. Yoon n, J. Mun & S. Cho n

author keywords: Double Skin Facade; HVAC optimal control; EnergyPlus; load prediction; artificial neural network
topics (OpenAlex): Building Energy and Comfort Optimization; Urban Heat Island Mitigation; Infection Control and Ventilation
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (Web of Science; OpenAlex)
13. Climate Action (Web of Science)
Source: Web Of Science
Added: January 27, 2020

2019 article

Performance analysis of a double-skin façade system installed at different floor levels of high-rise apartment building

Yoon, Y. B., Seo, B., Koh, B. B., & Cho, S. (2019, July 30). Journal of Building Engineering.

By: Y. Yoon n, B. Seo n, B. Koh & S. Cho n

author keywords: Double skin facade; Retrofitting; High-rise apartment; Floor levels; Building simulation
topics (OpenAlex): Building Energy and Comfort Optimization; Architecture and Computational Design; Facilities and Workplace Management; Urban Heat Island Mitigation; Wind and Air Flow Studies
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
Source: Web Of Science
Added: January 6, 2020

2018 article

Heating energy performance and part load ratio characteristics of boiler staging in an office building

Lee, D. Y., Seo, B. M., Yoon, Y. B., Hong, S. H., Choi, J. M., & Lee, K. H. (2018, December 5). Frontiers in Energy.

By: D. Lee *, B. Seo  n, Y. Yoon n, S. Hong *, J. Choi * & K. Lee *

author keywords: EnergyPlus; boiler; part load ratio; gas consumption; office building; boiler staging
topics (OpenAlex): Building Energy and Comfort Optimization; Energy and Environmental Systems; Radiative Heat Transfer Studies
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (Web of Science; OpenAlex)
13. Climate Action (Web of Science)
Source: Web Of Science
Added: September 30, 2019

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