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An Intelligent Cyber-Physical System Integrating Large Language Models (LLMs), IoT Wireless Sensor Networks, and Augmented Reality (AR) for Real-Time Indoor Environmental Quality Improvement and Automated HVAC Control in Smart Buildings

  • Mohsen Mohammadi
  • , Oscar Poudel
  • , Rayan H. Assaad
  • , Mohamad Awada
  • , Ghiwa Assaf

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

The integration of emerging technologies can revolutionize human-building interaction, particularly in enhancing HVAC control interfaces. This paper presents an innovative cyber-physical system (CPS) integrating IoT sensors, augmented reality (AR), and large language models (LLMs). The proposed CPS enables users to interact with building facilities through voice commands and query recommendations on adjusting HVAC systems to achieve desired thermal comfort. The CPS employs an IoT-enabled wireless sensor network to collect real-time thermal comfort parameters which are then visualized in an AR environment, providing users with an interactive interface for monitoring and controlling indoor conditions. By incorporating LLMs, the CPS facilitates natural language interaction, empowering users with intuitive means of managing thermal comfort and HVAC operations. The developed CPS supports sustainable building management by optimizing energy consumption to achieve real-time, user-driven thermal comfort. This work sets the foundation for intelligent, adaptive, and user-centric building CPSs that connect advanced technologies and human needs.

Original languageEnglish (US)
Title of host publicationComputing in Civil Engineering 2025
Subtitle of host publicationComputational and Intelligent Technologies - Selected Papers from the ASCE International Conference on Computing in Civil Engineering 2025
EditorsAmirhosein Jafari, Yimin Zhu
PublisherAmerican Society of Civil Engineers (ASCE)
Pages980-989
Number of pages10
ISBN (Electronic)9780784486436
DOIs
StatePublished - 2025
EventASCE International Conference on Computing in Civil Engineering, i3CE 2025 - New Orleans, United States
Duration: May 11 2025May 14 2025

Publication series

NameComputing in Civil Engineering 2025: Computational and Intelligent Technologies - Selected Papers from the ASCE International Conference on Computing in Civil Engineering 2025

Conference

ConferenceASCE International Conference on Computing in Civil Engineering, i3CE 2025
Country/TerritoryUnited States
CityNew Orleans
Period5/11/255/14/25

All Science Journal Classification (ASJC) codes

  • Civil and Structural Engineering
  • Computer Science Applications
  • Artificial Intelligence
  • Electrical and Electronic Engineering

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