Academic Journal
Optimal Placement of Hybrid Wind-Solar System Using Deep Learning Model
| العنوان: | Optimal Placement of Hybrid Wind-Solar System Using Deep Learning Model |
|---|---|
| المؤلفون: | Sundeep Siddula, G. K. Prashanth, Praful Nandankar, Ram Subbiah, Saikh Mohammad Wabaidur, Essam A. Al-Ammar, M. H. Siddique, Subash Thanappan |
| المصدر: | International Journal of Photoenergy, Vol 2022 (2022) |
| بيانات النشر: | Wiley, 2022. |
| سنة النشر: | 2022 |
| المجموعة: | LCC:Renewable energy sources |
| مصطلحات موضوعية: | Renewable energy sources, TJ807-830 |
| الوصف: | In this paper, we develop an optimal placement of solar-wind energy systems using restricted Boltzmann machine (RBM). The RBM considers various factors to scale the process of optimal placement and enables proper sizing and placement for attaining increased electricity production from both wind and solar systems. The multiobjective criterion from both solar and wind energy farms simulated on MATLAB simulator shows an increased number of accuracies with reduced mean average error and computation time during training and testing. The results show that the RBM achieves improved rate of finding the optimal placement with a lesser cost and computation time of lesser than 2 ms than other methods. |
| نوع الوثيقة: | article |
| وصف الملف: | electronic resource |
| اللغة: | English |
| تدمد: | 1687-529X |
| Relation: | https://doaj.org/toc/1687-529X |
| DOI: | 10.1155/2022/2881603 |
| URL الوصول: | https://doaj.org/article/12f3771e8a3f426a88f7ef73b813d1f7 |
| رقم الانضمام: | edsdoj.12f3771e8a3f426a88f7ef73b813d1f7 |
| قاعدة البيانات: | Directory of Open Access Journals |
Full Text Finder | ResultId |
1 |
|---|---|
| Header |
edsdoj Directory of Open Access Journals edsdoj.12f3771e8a3f426a88f7ef73b813d1f7 938 3 Academic Journal academicJournal 937.599182128906 |
| PLink |
https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&scope=site&db=edsdoj&AN=edsdoj.12f3771e8a3f426a88f7ef73b813d1f7&custid=s6537998&authtype=sso |
| FullText |
Array
(
[Availability] => 0
)
Array ( [0] => Array ( [Url] => https://doaj.org/article/12f3771e8a3f426a88f7ef73b813d1f7 [Name] => EDS - DOAJ [Category] => fullText [Text] => View record in DOAJ [MouseOverText] => View record in DOAJ ) [1] => Array ( [Url] => https://resolver.ebscohost.com/openurl?custid=s6537998&groupid=main&authtype=ip,guest&sid=EBSCO:edsdoj&genre=article&issn=1687529X&ISBN=&volume=2022&issue=&date=20220101&spage=&pages=&title=International Journal of Photoenergy&atitle=Optimal%20Placement%20of%20Hybrid%20Wind-Solar%20System%20Using%20Deep%20Learning%20Model&id=DOI:10.1155/2022/2881603 [Name] => Full Text Finder (s6537998api) [Category] => fullText [Text] => Full Text Finder [Icon] => https://imageserver.ebscohost.com/branding/images/FTF.gif [MouseOverText] => Full Text Finder ) ) |
| Items |
Array
(
[Name] => Title
[Label] => Title
[Group] => Ti
[Data] => Optimal Placement of Hybrid Wind-Solar System Using Deep Learning Model
)
Array ( [Name] => Author [Label] => Authors [Group] => Au [Data] => <searchLink fieldCode="AR" term="%22Sundeep+Siddula%22">Sundeep Siddula</searchLink><br /><searchLink fieldCode="AR" term="%22G%2E+K%2E+Prashanth%22">G. K. Prashanth</searchLink><br /><searchLink fieldCode="AR" term="%22Praful+Nandankar%22">Praful Nandankar</searchLink><br /><searchLink fieldCode="AR" term="%22Ram+Subbiah%22">Ram Subbiah</searchLink><br /><searchLink fieldCode="AR" term="%22Saikh+Mohammad+Wabaidur%22">Saikh Mohammad Wabaidur</searchLink><br /><searchLink fieldCode="AR" term="%22Essam+A%2E+Al-Ammar%22">Essam A. Al-Ammar</searchLink><br /><searchLink fieldCode="AR" term="%22M%2E+H%2E+Siddique%22">M. H. Siddique</searchLink><br /><searchLink fieldCode="AR" term="%22Subash+Thanappan%22">Subash Thanappan</searchLink> ) Array ( [Name] => TitleSource [Label] => Source [Group] => Src [Data] => International Journal of Photoenergy, Vol 2022 (2022) ) Array ( [Name] => Publisher [Label] => Publisher Information [Group] => PubInfo [Data] => Wiley, 2022. ) Array ( [Name] => DatePubCY [Label] => Publication Year [Group] => Date [Data] => 2022 ) Array ( [Name] => Subset [Label] => Collection [Group] => HoldingsInfo [Data] => LCC:Renewable energy sources ) Array ( [Name] => Subject [Label] => Subject Terms [Group] => Su [Data] => <searchLink fieldCode="DE" term="%22Renewable+energy+sources%22">Renewable energy sources</searchLink><br /><searchLink fieldCode="DE" term="%22TJ807-830%22">TJ807-830</searchLink> ) Array ( [Name] => Abstract [Label] => Description [Group] => Ab [Data] => In this paper, we develop an optimal placement of solar-wind energy systems using restricted Boltzmann machine (RBM). The RBM considers various factors to scale the process of optimal placement and enables proper sizing and placement for attaining increased electricity production from both wind and solar systems. The multiobjective criterion from both solar and wind energy farms simulated on MATLAB simulator shows an increased number of accuracies with reduced mean average error and computation time during training and testing. The results show that the RBM achieves improved rate of finding the optimal placement with a lesser cost and computation time of lesser than 2 ms than other methods. ) Array ( [Name] => TypeDocument [Label] => Document Type [Group] => TypDoc [Data] => article ) Array ( [Name] => Format [Label] => File Description [Group] => SrcInfo [Data] => electronic resource ) Array ( [Name] => Language [Label] => Language [Group] => Lang [Data] => English ) Array ( [Name] => ISSN [Label] => ISSN [Group] => ISSN [Data] => 1687-529X ) Array ( [Name] => NoteTitleSource [Label] => Relation [Group] => SrcInfo [Data] => https://doaj.org/toc/1687-529X ) Array ( [Name] => DOI [Label] => DOI [Group] => ID [Data] => 10.1155/2022/2881603 ) Array ( [Name] => URL [Label] => Access URL [Group] => URL [Data] => <link linkTarget="URL" linkTerm="https://doaj.org/article/12f3771e8a3f426a88f7ef73b813d1f7" linkWindow="_blank">https://doaj.org/article/12f3771e8a3f426a88f7ef73b813d1f7</link> ) Array ( [Name] => AN [Label] => Accession Number [Group] => ID [Data] => edsdoj.12f3771e8a3f426a88f7ef73b813d1f7 ) |
| RecordInfo |
Array
(
[BibEntity] => Array
(
[Identifiers] => Array
(
[0] => Array
(
[Type] => doi
[Value] => 10.1155/2022/2881603
)
)
[Languages] => Array
(
[0] => Array
(
[Text] => English
)
)
[Subjects] => Array
(
[0] => Array
(
[SubjectFull] => Renewable energy sources
[Type] => general
)
[1] => Array
(
[SubjectFull] => TJ807-830
[Type] => general
)
)
[Titles] => Array
(
[0] => Array
(
[TitleFull] => Optimal Placement of Hybrid Wind-Solar System Using Deep Learning Model
[Type] => main
)
)
)
[BibRelationships] => Array
(
[HasContributorRelationships] => Array
(
[0] => Array
(
[PersonEntity] => Array
(
[Name] => Array
(
[NameFull] => Sundeep Siddula
)
)
)
[1] => Array
(
[PersonEntity] => Array
(
[Name] => Array
(
[NameFull] => G. K. Prashanth
)
)
)
[2] => Array
(
[PersonEntity] => Array
(
[Name] => Array
(
[NameFull] => Praful Nandankar
)
)
)
[3] => Array
(
[PersonEntity] => Array
(
[Name] => Array
(
[NameFull] => Ram Subbiah
)
)
)
[4] => Array
(
[PersonEntity] => Array
(
[Name] => Array
(
[NameFull] => Saikh Mohammad Wabaidur
)
)
)
[5] => Array
(
[PersonEntity] => Array
(
[Name] => Array
(
[NameFull] => Essam A. Al-Ammar
)
)
)
[6] => Array
(
[PersonEntity] => Array
(
[Name] => Array
(
[NameFull] => M. H. Siddique
)
)
)
[7] => Array
(
[PersonEntity] => Array
(
[Name] => Array
(
[NameFull] => Subash Thanappan
)
)
)
)
[IsPartOfRelationships] => Array
(
[0] => Array
(
[BibEntity] => Array
(
[Dates] => Array
(
[0] => Array
(
[D] => 01
[M] => 01
[Type] => published
[Y] => 2022
)
)
[Identifiers] => Array
(
[0] => Array
(
[Type] => issn-print
[Value] => 1687529X
)
)
[Numbering] => Array
(
[0] => Array
(
[Type] => volume
[Value] => 2022
)
)
[Titles] => Array
(
[0] => Array
(
[TitleFull] => International Journal of Photoenergy
[Type] => main
)
)
)
)
)
)
)
|
| IllustrationInfo |