A Hybrid Deep Learning Framework with CEEMDAN, Multi-Scale CNN, and Multi-Head Attention for Building Load Forecasting.

Saved in:
Bibliographic Details
Title: A Hybrid Deep Learning Framework with CEEMDAN, Multi-Scale CNN, and Multi-Head Attention for Building Load Forecasting.
Authors: Wang, Limin1,2, Wei, Dezheng2,3,4,5, Zhao, Jumin3,4,5, sxazgw@163.com, Gao, Wei4,6, zhaojumin@tyut.edu.cn, Li, Dengao1,4,5
Source: Buildings (2075-5309); Mar2026, Vol. 16 Issue 6, p1248, 24p
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: 192637384
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: A Hybrid Deep Learning Framework with CEEMDAN, Multi-Scale CNN, and Multi-Head Attention for Building Load Forecasting.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Wang%2C+Limin%22">Wang, Limin</searchLink><relatesTo>1,2</relatesTo><br /><searchLink fieldCode="AU" term="%22Wei%2C+Dezheng%22">Wei, Dezheng</searchLink><relatesTo>2,3,4,5</relatesTo><br /><searchLink fieldCode="AU" term="%22Zhao%2C+Jumin%22">Zhao, Jumin</searchLink><relatesTo>3,4,5</relatesTo>, <i>sxazgw@163.com</i><br /><searchLink fieldCode="AU" term="%22Gao%2C+Wei%22">Gao, Wei</searchLink><relatesTo>4,6</relatesTo>, <i>zhaojumin@tyut.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Li%2C+Dengao%22">Li, Dengao</searchLink><relatesTo>1,4,5</relatesTo>
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22Buildings+%282075-5309%29%22">Buildings (2075-5309)</searchLink>; Mar2026, Vol. 16 Issue 6, p1248, 24p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=192637384
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.3390/buildings16061248
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 24
        StartPage: 1248
    Titles:
      – TitleFull: A Hybrid Deep Learning Framework with CEEMDAN, Multi-Scale CNN, and Multi-Head Attention for Building Load Forecasting.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Wang, Limin
      – PersonEntity:
          Name:
            NameFull: Wei, Dezheng
      – PersonEntity:
          Name:
            NameFull: Zhao, Jumin
      – PersonEntity:
          Name:
            NameFull: Gao, Wei
      – PersonEntity:
          Name:
            NameFull: Li, Dengao
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 15
              M: 03
              Text: Mar2026
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-print
              Value: 20755309
          Numbering:
            – Type: volume
              Value: 16
            – Type: issue
              Value: 6
          Titles:
            – TitleFull: Buildings (2075-5309)
              Type: main
ResultId 1