View in EDS HTML Full Text PDF Full Text

Generative AI and LLM applications in renewable energy and smart grids: a systematic review for the sustainable energy transition.

Saved in:
Bibliographic Details
Title: Generative AI and LLM applications in renewable energy and smart grids: a systematic review for the sustainable energy transition.
Authors: Cali, Umit1,2,3, umit.cali@ntnu.no, Halden, Ugur4, ugur.halden@digitalgreen.energy, Andoni, Merlinda5, merlinda.andoni@glasgow.ac.uk, Catak, Ferhat Ozgur6, f.ozgur.catak@uis.no, Chen, Si5, si.chen@glasgow.ac.uk, Couraud, Benoit5, benoit.couraud@glasgow.ac.uk, Kantar, Emre7, emre.kantar@sintef.no, Knapper, Samuel1, samuel.knapper@york.ac.uk, Kucukdemiral, Ibrahim8, ibrahim.kucukdemiral@gcu.ac.uk, Kusetogullari, Huseyin9, huseyin.kusetogullari@bth.se, Kuzlu, Murat10, mkuzlu@odu.edu, Mousavi, Yashar8, seyedyashar.mousavi@gcu.ac.uk, Norbu, Sonam5, sonam.norbu@glasgow.ac.uk, Ustun, Taha Selim11, taha.ustun@fukushima-u.ac.jp, Flynn, David5, david.flynn@glasgow.ac.uk
Source: Artificial Intelligence Review; Jul2026, Vol. 59 Issue 7, p1-67, 67p
Database: Applied Science & Technology Source
Full text is not displayed to guests.
FullText Links:
  – Type: pdflink
Text:
  Availability: 1
Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 194043144
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Generative AI and LLM applications in renewable energy and smart grids: a systematic review for the sustainable energy transition.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Cali%2C+Umit%22">Cali, Umit</searchLink><relatesTo>1,2,3</relatesTo>, <i>umit.cali@ntnu.no</i><br /><searchLink fieldCode="AU" term="%22Halden%2C+Ugur%22">Halden, Ugur</searchLink><relatesTo>4</relatesTo>, <i>ugur.halden@digitalgreen.energy</i><br /><searchLink fieldCode="AU" term="%22Andoni%2C+Merlinda%22">Andoni, Merlinda</searchLink><relatesTo>5</relatesTo>, <i>merlinda.andoni@glasgow.ac.uk</i><br /><searchLink fieldCode="AU" term="%22Catak%2C+Ferhat+Ozgur%22">Catak, Ferhat Ozgur</searchLink><relatesTo>6</relatesTo>, <i>f.ozgur.catak@uis.no</i><br /><searchLink fieldCode="AU" term="%22Chen%2C+Si%22">Chen, Si</searchLink><relatesTo>5</relatesTo>, <i>si.chen@glasgow.ac.uk</i><br /><searchLink fieldCode="AU" term="%22Couraud%2C+Benoit%22">Couraud, Benoit</searchLink><relatesTo>5</relatesTo>, <i>benoit.couraud@glasgow.ac.uk</i><br /><searchLink fieldCode="AU" term="%22Kantar%2C+Emre%22">Kantar, Emre</searchLink><relatesTo>7</relatesTo>, <i>emre.kantar@sintef.no</i><br /><searchLink fieldCode="AU" term="%22Knapper%2C+Samuel%22">Knapper, Samuel</searchLink><relatesTo>1</relatesTo>, <i>samuel.knapper@york.ac.uk</i><br /><searchLink fieldCode="AU" term="%22Kucukdemiral%2C+Ibrahim%22">Kucukdemiral, Ibrahim</searchLink><relatesTo>8</relatesTo>, <i>ibrahim.kucukdemiral@gcu.ac.uk</i><br /><searchLink fieldCode="AU" term="%22Kusetogullari%2C+Huseyin%22">Kusetogullari, Huseyin</searchLink><relatesTo>9</relatesTo>, <i>huseyin.kusetogullari@bth.se</i><br /><searchLink fieldCode="AU" term="%22Kuzlu%2C+Murat%22">Kuzlu, Murat</searchLink><relatesTo>10</relatesTo>, <i>mkuzlu@odu.edu</i><br /><searchLink fieldCode="AU" term="%22Mousavi%2C+Yashar%22">Mousavi, Yashar</searchLink><relatesTo>8</relatesTo>, <i>seyedyashar.mousavi@gcu.ac.uk</i><br /><searchLink fieldCode="AU" term="%22Norbu%2C+Sonam%22">Norbu, Sonam</searchLink><relatesTo>5</relatesTo>, <i>sonam.norbu@glasgow.ac.uk</i><br /><searchLink fieldCode="AU" term="%22Ustun%2C+Taha+Selim%22">Ustun, Taha Selim</searchLink><relatesTo>11</relatesTo>, <i>taha.ustun@fukushima-u.ac.jp</i><br /><searchLink fieldCode="AU" term="%22Flynn%2C+David%22">Flynn, David</searchLink><relatesTo>5</relatesTo>, <i>david.flynn@glasgow.ac.uk</i>
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22Artificial+Intelligence+Review%22">Artificial Intelligence Review</searchLink>; Jul2026, Vol. 59 Issue 7, p1-67, 67p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=194043144
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1007/s10462-026-11545-2
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 67
        StartPage: 1
    Titles:
      – TitleFull: Generative AI and LLM applications in renewable energy and smart grids: a systematic review for the sustainable energy transition.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Cali, Umit
      – PersonEntity:
          Name:
            NameFull: Halden, Ugur
      – PersonEntity:
          Name:
            NameFull: Andoni, Merlinda
      – PersonEntity:
          Name:
            NameFull: Catak, Ferhat Ozgur
      – PersonEntity:
          Name:
            NameFull: Chen, Si
      – PersonEntity:
          Name:
            NameFull: Couraud, Benoit
      – PersonEntity:
          Name:
            NameFull: Kantar, Emre
      – PersonEntity:
          Name:
            NameFull: Knapper, Samuel
      – PersonEntity:
          Name:
            NameFull: Kucukdemiral, Ibrahim
      – PersonEntity:
          Name:
            NameFull: Kusetogullari, Huseyin
      – PersonEntity:
          Name:
            NameFull: Kuzlu, Murat
      – PersonEntity:
          Name:
            NameFull: Mousavi, Yashar
      – PersonEntity:
          Name:
            NameFull: Norbu, Sonam
      – PersonEntity:
          Name:
            NameFull: Ustun, Taha Selim
      – PersonEntity:
          Name:
            NameFull: Flynn, David
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 01
              M: 07
              Text: Jul2026
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-print
              Value: 02692821
          Numbering:
            – Type: volume
              Value: 59
            – Type: issue
              Value: 7
          Titles:
            – TitleFull: Artificial Intelligence Review
              Type: main
ResultId 1