Works (10)
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).
author keywords: EnergyPlus; artificial neural network; long short-term memory; discharged air temperature; optimal control
open access via www.mdpi.com (publisher PDF)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy
(Web of Science; OpenAlex)
11. Sustainable Cities and Communities
(Web of Science)
13. Climate Action
(Web of Science)
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.
author keywords: Double skin facade system; Retrofitting; Energy savings; Carbon dioxide emission; Life cycle cost analysis
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy
(Web of Science)
11. Sustainable Cities and Communities
(Web of Science)
13. Climate Action
(Web of Science)
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).
author keywords: EnergyPlus; artificial neural network; economizer; discharged air temperature; optimal control
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy
(Web of Science; OpenAlex)
11. Sustainable Cities and Communities
(Web of Science)
13. Climate Action
(Web of Science)
Source: Web Of Science
Added: June 19, 2023
2021 journal article
In-situ application of an ANN algorithm for optimized chilled and condenser water temperatures set-point during cooling operation
ENERGY AND BUILDINGS, 233.
author keywords: Artificial neural network; Model predictive control; Chilled water temperature; Condenser water temperature; Cooling energy; COP
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy
(Web of Science; OpenAlex)
11. Sustainable Cities and Communities
(Web of Science)
13. Climate Action
(Web of Science)
Source: Web Of Science
Added: November 15, 2021
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.
author keywords: Variable refrigerant flow (VRF); EnergyPlus; Matlab; BCVTB; Cooling energy; Water-cooled VRF
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy
(Web of Science; OpenAlex)
11. Sustainable Cities and Communities
(Web of Science)
13. Climate Action
(Web of Science)
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.
author keywords: double-skin facade; retrofitting; high-rise apartment; heating energy; building simulation
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy
(Web of Science)
11. Sustainable Cities and Communities
(Web of Science)
13. Climate Action
(Web of Science)
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.
author keywords: ANN (Artificial Neural Network); Venetian blind; Slat angle; Daylight; EnergyPlus; Matlab; BCVTB
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 Goal Categories
7. Affordable and Clean Energy
(Web of Science; OpenAlex)
11. Sustainable Cities and Communities
(Web of Science)
13. Climate Action
(Web of Science)
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).
author keywords: Double Skin Facade; HVAC optimal control; EnergyPlus; load prediction; artificial neural network
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy
(Web of Science; OpenAlex)
11. Sustainable Cities and Communities
(Web of Science)
13. Climate Action
(Web of Science)
Source: Web Of Science
Added: January 27, 2020
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.
author keywords: Double skin facade; Retrofitting; High-rise apartment; Floor levels; Building simulation
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy
(Web of Science)
11. Sustainable Cities and Communities
(Web of Science)
13. Climate Action
(Web of Science)
Source: Web Of Science
Added: January 6, 2020
2018 journal article
Heating energy performance and part load ratio characteristics of boiler staging in an office building
FRONTIERS IN ENERGY, 13(2), 339–353.
author keywords: EnergyPlus; boiler; part load ratio; gas consumption; office building; boiler staging
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy
(Web of Science; OpenAlex)
11. Sustainable Cities and Communities
(Web of Science)
13. Climate Action
(Web of Science)
Source: Web Of Science
Added: September 30, 2019
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