The Construction of a Mock-Up Test Building and a Statistical Analysis of the Data Acquired to Evaluate the Power Generation Performance of Photovoltaic Modules

Traditionally, studies on the power generation performance analysis of the photovoltaic (PV) modules used in building-integrated PV (BIPV) systems have been based on computer simulations and actual experiments with constraints, resulting in the results being inaccurate and limited. This paper propos...

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Main Authors: Seung-Joon Lee, Kyu-Jin Kim, Da-Sol Kim, Eui-Hwan Ryu, Jae Lee
Format: Article
Language:English
Published: MDPI AG 2020-03-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/13/7/1546
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spelling doaj-a50d395ca8854fbd8291a8a49df7e38c2020-11-25T02:32:09ZengMDPI AGEnergies1996-10732020-03-01137154610.3390/en13071546en13071546The Construction of a Mock-Up Test Building and a Statistical Analysis of the Data Acquired to Evaluate the Power Generation Performance of Photovoltaic ModulesSeung-Joon Lee0Kyu-Jin Kim1Da-Sol Kim2Eui-Hwan Ryu3Jae Lee4Energy Division, Korea Conformity Laboratories, Ducksan-myon, Jinchon-gun, Choongchongbuk-do 365-841, KoreaEnergy Division, Korea Conformity Laboratories, Ducksan-myon, Jinchon-gun, Choongchongbuk-do 365-841, KoreaEnergy Division, Korea Conformity Laboratories, Ducksan-myon, Jinchon-gun, Choongchongbuk-do 365-841, KoreaEnergy Division, Korea Conformity Laboratories, Ducksan-myon, Jinchon-gun, Choongchongbuk-do 365-841, KoreaDepartment of Systems Engineering, Ajou University, Suwon 16499, KoreaTraditionally, studies on the power generation performance analysis of the photovoltaic (PV) modules used in building-integrated PV (BIPV) systems have been based on computer simulations and actual experiments with constraints, resulting in the results being inaccurate and limited. This paper proposes a two-step analysis method that results in a more versatile and reliable means of analysis. The steps are: (1) construction of a mock-up test building in the form of BIPV systems and the collection of a massive amount of operational data for one year; and (2) a statistical analysis of the acquired data using Minitab software (Version: 17, Manufacturer: Minitab Inc., State College, PA, USA) to examine the power generation performance. The constructed BIPV mock-up applies design elements such as material types (c-Si and a-Si) and various directions and angles for different module installations. Prior to the analysis, the reliability of the large database (DB) constructed from the acquired data is statistically validated. Then, from the statistical correlation analysis of the DB, several plots that visualize the performance characteristics governed by design elements, including contour plots that show the region of higher performance, are generated. Further, a regression model equation for power generation performance is derived and verified. The results of this study will be useful in determining whether a BIPV system should be adopted in a building’s architectural design and, subsequently, selecting design element values for an actual BIPV system.https://www.mdpi.com/1996-1073/13/7/1546building-integrated photovoltaic (bipv) systemsolar photovoltaic modulesmock-up test buildingsolar insolationpower generation performancestatistical correlation analysis
collection DOAJ
language English
format Article
sources DOAJ
author Seung-Joon Lee
Kyu-Jin Kim
Da-Sol Kim
Eui-Hwan Ryu
Jae Lee
spellingShingle Seung-Joon Lee
Kyu-Jin Kim
Da-Sol Kim
Eui-Hwan Ryu
Jae Lee
The Construction of a Mock-Up Test Building and a Statistical Analysis of the Data Acquired to Evaluate the Power Generation Performance of Photovoltaic Modules
Energies
building-integrated photovoltaic (bipv) system
solar photovoltaic modules
mock-up test building
solar insolation
power generation performance
statistical correlation analysis
author_facet Seung-Joon Lee
Kyu-Jin Kim
Da-Sol Kim
Eui-Hwan Ryu
Jae Lee
author_sort Seung-Joon Lee
title The Construction of a Mock-Up Test Building and a Statistical Analysis of the Data Acquired to Evaluate the Power Generation Performance of Photovoltaic Modules
title_short The Construction of a Mock-Up Test Building and a Statistical Analysis of the Data Acquired to Evaluate the Power Generation Performance of Photovoltaic Modules
title_full The Construction of a Mock-Up Test Building and a Statistical Analysis of the Data Acquired to Evaluate the Power Generation Performance of Photovoltaic Modules
title_fullStr The Construction of a Mock-Up Test Building and a Statistical Analysis of the Data Acquired to Evaluate the Power Generation Performance of Photovoltaic Modules
title_full_unstemmed The Construction of a Mock-Up Test Building and a Statistical Analysis of the Data Acquired to Evaluate the Power Generation Performance of Photovoltaic Modules
title_sort construction of a mock-up test building and a statistical analysis of the data acquired to evaluate the power generation performance of photovoltaic modules
publisher MDPI AG
series Energies
issn 1996-1073
publishDate 2020-03-01
description Traditionally, studies on the power generation performance analysis of the photovoltaic (PV) modules used in building-integrated PV (BIPV) systems have been based on computer simulations and actual experiments with constraints, resulting in the results being inaccurate and limited. This paper proposes a two-step analysis method that results in a more versatile and reliable means of analysis. The steps are: (1) construction of a mock-up test building in the form of BIPV systems and the collection of a massive amount of operational data for one year; and (2) a statistical analysis of the acquired data using Minitab software (Version: 17, Manufacturer: Minitab Inc., State College, PA, USA) to examine the power generation performance. The constructed BIPV mock-up applies design elements such as material types (c-Si and a-Si) and various directions and angles for different module installations. Prior to the analysis, the reliability of the large database (DB) constructed from the acquired data is statistically validated. Then, from the statistical correlation analysis of the DB, several plots that visualize the performance characteristics governed by design elements, including contour plots that show the region of higher performance, are generated. Further, a regression model equation for power generation performance is derived and verified. The results of this study will be useful in determining whether a BIPV system should be adopted in a building’s architectural design and, subsequently, selecting design element values for an actual BIPV system.
topic building-integrated photovoltaic (bipv) system
solar photovoltaic modules
mock-up test building
solar insolation
power generation performance
statistical correlation analysis
url https://www.mdpi.com/1996-1073/13/7/1546
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