LAPSE:2023.19864
Published Article
LAPSE:2023.19864
Simulation Modeling of a Photovoltaic-Green Roof System for Energy Cost Reduction of a Building: Texas Case Study
Sojung Kim, Burchan Aydin, Sumin Kim
March 9, 2023
This study aims at introducing a modeling and simulation approach for a green roof system which can reduce energy cost of a building exposed to high temperatures throughout the summer season. First, to understand thermal impact of a green roof system on a building surface, a field-based study has been conducted in Commerce, Texas, U.S., where the average maximum temperature in summer is 104 °F (40 °C). Two types of analyses were conducted: (1) comparison of temperature between different plant type via Analysis of variance (ANOVA) and (2) polynomial regression analysis to develop thermal impact estimation model based on air temperature and presence of a green roof. In addition, an agent-based simulation (ABS) model was developed via AnyLogic® University 8.6.0 simulation software, Chicago, IL, U.S., in order to accurately estimate energy cost and benefits of a building with a photovoltaic-green roof system. The proposed approach was applied to estimate energy reduction cost of the Keith D. McFarland Science Building at Texas A&M University, Commerce, Texas (33.2410° N, 95.9104° W). As a result, the proposed approach was able to save $740,325.44 in energy cost of a heating, ventilation, and air conditioning (HAVC) system in the subject building. The proposed approach will contribute to the implementation of a sustainable building and urban agriculture.
Keywords
condensate water, green roof, photovoltaic, Renewable and Sustainable Energy, Simulation, urban agriculture
Suggested Citation
Kim S, Aydin B, Kim S. Simulation Modeling of a Photovoltaic-Green Roof System for Energy Cost Reduction of a Building: Texas Case Study. (2023). LAPSE:2023.19864
Author Affiliations
Kim S: Industrial and Systems Engineering, Dongguk University-Seoul, Seoul 04620, Korea [ORCID]
Aydin B: Engineering and Technology, Texas A&M University-Commerce, Commerce, TX 75429, USA
Kim S: Department of Environmental Horticulture & Landscape Architecture, College of Life Science & Biotechnology, Dankook University, Cheonan-si 31116, Korea [ORCID]
Journal Name
Energies
Volume
14
Issue
17
First Page
5443
Year
2021
Publication Date
2021-09-01
Published Version
ISSN
1996-1073
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Original Submission
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PII: en14175443, Publication Type: Journal Article
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LAPSE:2023.19864
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doi:10.3390/en14175443
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Mar 9, 2023
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