1. Identity statement | |
Reference Type | Report |
Site | mtc-m21c.sid.inpe.br |
Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S |
Identifier | 8JMKD3MGP3W34R/44CUAMH |
Repository | sid.inpe.br/mtc-m21c/2021/03.24.17.22 |
Last Update | 2021:03.24.17.22.16 (UTC) simone |
Metadata Repository | sid.inpe.br/mtc-m21c/2021/03.24.17.22.16 |
Metadata Last Update | 2022:04.03.22.29.36 (UTC) administrator |
Citation Key | MartinsCereMantWang:2021:SyLiRe |
Title | Systematic Literature Review on Forecasting/Nowcasting based upon Ground-Based Cloud Imaging |
Year | 2021 |
Access Date | 2024, May 19 |
Type | RPQ |
Number of Pages | 64 |
Number of Files | 1 |
Size | 24952 KiB |
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2. Context | |
Author | 1 Martins, Bruno Juncklaus 2 Cerentini, Allan 3 Mantelli Neto, Sylvio Luiz 4 von Wangenheim, Aldo |
Resume Identifier | 1 2 3 8JMKD3MGP5W/3C9JJ9K |
Group | 1 2 3 DIIAV-CGCT-INPE-MCTI-GOV-BR |
Affiliation | 1 Universidade Federal de Santa Catarina (UFSC) 2 Universidade Federal de Santa Catarina (UFSC) 3 Instituto Nacional de Pesquisas Espaciais (INPE) 4 Universidade Federal de Santa Catarina (UFSC) |
Author e-Mail Address | 1 bjuncklaus@gmail.com 2 allancerentini@gmail.com 3 sylvio@lepten.ufsc.br 4 aldo.vw@ufsc.br |
Institution | Instituto Nacional de Pesquisas Espaciais |
City | São José dos Campos |
History (UTC) | 2021-03-24 17:22:40 :: simone :: -> 2021 2021-03-24 17:23:29 :: simone -> administrator :: 2021 2022-04-03 22:29:36 :: administrator -> simone :: 2021 |
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3. Content and structure | |
Is the master or a copy? | is the master |
Content Stage | completed |
Transferable | 1 |
Keywords | Artificial neural networks forecasting cloud imaging |
Abstract | Artificial Neural Networks (ANN) are being used on several fields mostly as a mapper from input domain variables into output application area results. Several methods are being used on the automatic assessment of clouds from surface to predict solar power generation, assisted by a camera, side sensors, etc. The present Systematic Literature Review (SLR) is intended to search the related scientific articles, to find the state of the art in the area. We were able to find gaps in researches in regards to validation metrics for prediction of solar power generation as well as a small number of works in this domain area using computational intelligence (machine learning) methods, with the majority of works relying on classical statistics approaches. Results show that most works rely on images captured by Total Sky-imagers (TSI) and most works using computational intelligence rely on classical approaches like Artificial Neural Networks, Convolutional Neural Networks (CNN) and Multilayer Perceptrons (MLP) and that there still a relevant amount of works published from the last three years using classical statistics. |
Area | CST |
Arrangement | urlib.net > BDMCI > Fonds > Produção a partir de 2021 > CGCT > Systematic Literature Review... |
doc Directory Content | access |
source Directory Content | there are no files |
agreement Directory Content | |
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4. Conditions of access and use | |
data URL | http://mtc-m21c.sid.inpe.br/ibi/8JMKD3MGP3W34R/44CUAMH |
zipped data URL | http://mtc-m21c.sid.inpe.br/zip/8JMKD3MGP3W34R/44CUAMH |
Language | en |
Target File | Martins_systematic.pdf |
User Group | simone |
Visibility | shown |
Read Permission | allow from all |
Update Permission | not transferred |
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5. Allied materials | |
Next Higher Units | 8JMKD3MGPCW/46KUATE |
Citing Item List | sid.inpe.br/mtc-m21/2012/07.13.15.00.44 1 |
Dissemination | BNDEPOSITOLEGAL |
Host Collection | urlib.net/www/2017/11.22.19.04 |
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6. Notes | |
Empty Fields | archivingpolicy archivist callnumber contenttype copyholder copyright creatorhistory date descriptionlevel doi e-mailaddress edition format isbn issn label lineage mark mirrorrepository nextedition notes orcid parameterlist parentrepositories previousedition previouslowerunit progress project readergroup recipient reportnumber rightsholder schedulinginformation secondarydate secondarykey secondarymark secondarytype session shorttitle sponsor subject tertiarymark tertiarytype translator url versiontype |
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7. Description control | |
e-Mail (login) | simone |
update | |
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