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Surrogate-Assisted Adaptive Evolutionary Algorithm for Efficient HVAC Control in Home Energy Management Systems

  • Jainam J. Dhruva
  • , Simone Silvestri
  • University of Kentucky

Research output: Contribution to journalArticlepeer-review

Original languageEnglish
Pages (from-to)56010-56025
Number of pages16
JournalIEEE Access
Volume14
DOIs
StatePublished - 2026
Externally publishedYes

ASJC Scopus Subject Areas

  • General Computer Science
  • General Materials Science
  • General Engineering

Keywords

  • adaptive differential evolution
  • home energy management system
  • HVAC control
  • machine learning
  • model predictive control
  • surrogate assisted evolutionary algorithm

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