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Soiling in Solar Energy Systems: The Role of the Thresholding Method in Image Analysis
| Indexado |
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| DOI | 10.1002/SOLR.202300654 | ||||
| Año | 2024 | ||||
| Tipo | artículo de investigación |
Citas Totales
Autores Afiliación Chile
Instituciones Chile
% Participación
Internacional
Autores
Afiliación Extranjera
Instituciones
Extranjeras
Abstract
Image analysis has often been suggested as a practical way to monitor the soiling accumulated on solar energy conversion devices. However, several methodologies exist and can lead to dissimilar results. This work investigates the role of thresholding by analyzing 13 200 micrographs of soiled glass coupons and discusses some preliminary best practice guidelines for image-based soiling estimation.image (c) 2023 WILEY-VCH GmbH
| Ord. | Autor | Género | Institución - País |
|---|---|---|---|
| 1 | Micheli, Leonardo | - |
Sapienza Univ Rome - Italia
Sapienza Università di Roma - Italia |
| 2 | Smestad, Greg P. | - |
Sol Ideas Technol Dev - Estados Unidos
Sol Ideas Technology Development - Estados Unidos |
| 3 | Khan, Muhammad Zahid | Hombre |
Fraunhofer Ctr Silicon Photovolta CSP - Alemania
Fraunhofer Inst Microstruct Mat & Syst IMWS - Alemania Anhalt Univ Appl Sci - Alemania Fraunhofer Institute for Microstructure of Materials and Systems IMWS - Alemania University for Applied Sciences - Anhalt - Alemania Fraunhofer Center for Silicon Photovoltaics CSP - Alemania |
| 4 | Lange, Katja | - |
Fraunhofer Ctr Silicon Photovolta CSP - Alemania
Fraunhofer Inst Microstruct Mat & Syst IMWS - Alemania Fraunhofer Institute for Microstructure of Materials and Systems IMWS - Alemania Fraunhofer Center for Silicon Photovoltaics CSP - Alemania |
| 5 | Almughary, Huda M. I. | - |
Sapienza Univ Rome - Italia
Sapienza Università di Roma - Italia |
| 6 | Abraim, Mounir | - |
UM6P - Marruecos
Green Energy Park - Marruecos |
| 7 | Alamat, Yanal | - |
Hsch Tech Wirtschaft & Kultur HTWK Leipzig - Alemania
INROS LACKNER SE - Alemania Hochschule für Technik, Wirtschaft und Kultur Leipzig - Alemania |
| 8 | Anderson, Cody B. | - |
Queensland Univ Technol - Australia
Politecn Milan - Italia Queensland University of Technology - Australia Politecnico di Milano - Italia |
| 9 | Bentouba, Said | - |
Norwegian Res Ctr - Noruega
NORCE - Noruega |
| 10 | Figgis, Benjamin | - |
Hamad bin Khalifa Univ - Catar
Qatar Environment and Energy Research Institute - Catar |
| 11 | Fuke, Pavan | - |
Indian Inst Technol - India
Indian Institute of Technology Bombay - India |
| 12 | Hachicha, Ahmed Amine | - |
Univ Sharjah - Emiratos Árabes Unidos
University of Sharjah - Emiratos Árabes Unidos |
| 13 | Karim, Mounia | - |
Univ Derby - Reino Unido
University of Derby - Reino Unido |
| 14 | Kottantharayil, Anil | - |
Indian Inst Technol - India
Indian Institute of Technology Bombay - India |
| 15 | Martinez-Morales, Alfredo A. | - |
Univ Calif Riverside - Estados Unidos
University of California, Riverside - Estados Unidos Marlan and Rosemary Bourns College of Engineering - Estados Unidos |
| 16 | Alami Merrouni, Ahmed | - |
Univ Mohammed Premier - Marruecos
Université Mohammed Premier Oujda - Marruecos |
| 17 | Olivares, D. | Hombre |
Universidad de Antofagasta - Chile
|
| 18 | Picotti, Giovanni | - |
Queensland Univ Technol - Australia
Queensland University of Technology - Australia |
| 19 | Rabanal-Arabach, Jorge | Hombre |
Universidad de Antofagasta - Chile
|
| 20 | Wiesinger, Florian | - |
DLR German Aerosp Ctr - España
CIEMAT-Plataforma Solar de Almería - España |
| 21 | Ilse, Klemens | - |
Fraunhofer Ctr Silicon Photovolta CSP - Alemania
Fraunhofer Inst Microstruct Mat & Syst IMWS - Alemania Fraunhofer Institute for Microstructure of Materials and Systems IMWS - Alemania Fraunhofer Center for Silicon Photovoltaics CSP - Alemania |
| Fuente |
|---|
| Corporación de Fomento de la Producción |
| Ministero dell’Istruzione, dell’Università e della Ricerca |
| Chilean Economic Development Agency |
| Solar Energy Research Center SERC-Chile |
| Queensland University of Technology |
| GORE-Antofagasta |
| GORE-Antofagasta, Chile |
| University of Sharjah |
| PMRF |
| Prime Minister Research Fellowship (PMRF) |
| University of California Advanced Solar Research Institute (UC Solar) |
| AtaMoS TeC Consortium of the Chilean Economic Development Agency (CORFO) |
| Sole4PV - Italian Ministry of University and Research |
| Ministry of New and Renewable Energy of the Government of India through the National Centre for Photovoltaic Research and Education (NCPRE) at IIT Bombay |
| University of California Advanced Solar Research Institute |
| National Centre for Photovoltaic Research and Education |
| Leibniz-Institut für Troposphärenforschung |
| Ministry of New and Renewable Energy of the Government of India |
| Agradecimiento |
|---|
| The authors would like to thank Dr. Thomas Muller and the Leibniz Institute for Tropospheric Research (TROPOS), Germany, Ryo Huntamer, University of California Riverside, California, USA, and Paul Rodden, Ekistica, Australia, for some of the soiled glass samples utilized in this round-robin study. The fruitful discussions with Michael Cholette of Queensland University of Technology, Australia, are gratefully acknowledged. L.M.'s work was supported by Sole4PV, a project funded by the Italian Ministry of University and Research under the 2019 << Rita Levi Montalcini >> Program for Young Researchers. A.A.H. would like to thank the University of Sharjah, Project # 20020406150, for its financial support. P.F. and A.K. would like to acknowledge the Ministry of New and Renewable Energy of the Government of India for supporting their work through the National Centre for Photovoltaic Research and Education (NCPRE) at IIT Bombay through project no. 313-21/11/2022- Solar R&D. P.F. also acknowledges the Prime Minister Research Fellowship (PMRF) program for financial support. The work of A.A.M.-M. was supported by a grant from the University of California Advanced Solar Research Institute (UC Solar) under contract MR-15-328386. D.O. and J.R.-A. acknowledge the work done in the Atacama Desert, in Chile, thanks to the support of ANID/FONDAP/15110019 "Solar Energy Research Center" SERC-Chile; of "AtaMoS TeC Consortium" under the contract no. 17PTECES-75830 of the Chilean Economic Development Agency (CORFO); and the generous financial support provided by GORE-Antofagasta, Chile, project FIC-R Antofagasta BIP code 30488824. |
| The authors would like to thank Dr. Thomas Müller and the Leibniz Institute for Tropospheric Research (TROPOS), Germany, Ryo Huntamer, University of California Riverside, California, USA, and Paul Rodden, Ekistica, Australia, for some of the soiled glass samples utilized in this round-robin study. The fruitful discussions with Michael Cholette of Queensland University of Technology, Australia, are gratefully acknowledged. L.M.'s work was supported by Sole4PV, a project funded by the Italian Ministry of University and Research under the 2019 «Rita Levi Montalcini» Program for Young Researchers. A.A.H. would like to thank the University of Sharjah, Project # 20020406150, for its financial support. P.F. and A.K. would like to acknowledge the Ministry of New and Renewable Energy of the Government of India for supporting their work through the National Centre for Photovoltaic Research and Education (NCPRE) at IIT Bombay through project no. 313-21/11/2022- Solar R&D. P.F. also acknowledges the Prime Minister Research Fellowship (PMRF) program for financial support. The work of A.A.M.-M. was supported by a grant from the University of California Advanced Solar Research Institute (UC Solar) under contract MR-15-328386. D.O. and J.R.-A. acknowledge the work done in the Atacama Desert, in Chile, thanks to the support of ANID/FONDAP/15110019 “Solar Energy Research Center” SERC-Chile; of “AtaMoS TeC Consortium” under the contract no. 17PTECES-75830 of the Chilean Economic Development Agency (CORFO); and the generous financial support provided by GORE-Antofagasta, Chile, project FIC-R Antofagasta BIP code 30488824. The use of Google Bard and ChatGPT during the writing process is acknowledged, in accordance with Wiley's guidelines on Artificial Intelligence Generated Content. These tools have been employed under human supervision for improving spelling, grammar, clarity, and general editing. |
| The authors would like to thank Dr. Thomas Müller and the Leibniz Institute for Tropospheric Research (TROPOS), Germany, Ryo Huntamer, University of California Riverside, California, USA, and Paul Rodden, Ekistica, Australia, for some of the soiled glass samples utilized in this round-robin study. The fruitful discussions with Michael Cholette of Queensland University of Technology, Australia, are gratefully acknowledged. L.M.'s work was supported by Sole4PV, a project funded by the Italian Ministry of University and Research under the 2019 «Rita Levi Montalcini» Program for Young Researchers. A.A.H. would like to thank the University of Sharjah, Project # 20020406150, for its financial support. P.F. and A.K. would like to acknowledge the Ministry of New and Renewable Energy of the Government of India for supporting their work through the National Centre for Photovoltaic Research and Education (NCPRE) at IIT Bombay through project no. 313-21/11/2022- Solar R&D. P.F. also acknowledges the Prime Minister Research Fellowship (PMRF) program for financial support. The work of A.A.M.-M. was supported by a grant from the University of California Advanced Solar Research Institute (UC Solar) under contract MR-15-328386. D.O. and J.R.-A. acknowledge the work done in the Atacama Desert, in Chile, thanks to the support of ANID/FONDAP/15110019 “Solar Energy Research Center” SERC-Chile; of “AtaMoS TeC Consortium” under the contract no. 17PTECES-75830 of the Chilean Economic Development Agency (CORFO); and the generous financial support provided by GORE-Antofagasta, Chile, project FIC-R Antofagasta BIP code 30488824. The use of Google Bard and ChatGPT during the writing process is acknowledged, in accordance with Wiley's guidelines on Artificial Intelligence Generated Content. These tools have been employed under human supervision for improving spelling, grammar, clarity, and general editing. |
