6 papers
SmartHomeSecure: Automated Detection and Repair of Smart Home Configuration Errors Using Large Language Models
Yizhi Wang, Xinghua Gao, Reachsak Ly +1
Smart home automation platforms increasingly rely on user-authored YAML configuration files to define device behaviors, but these files are prone to syntax, formatting, and semanti…
Decentralized autonomous organization and blockchain-based incentivization framework for community-based facilities management
Reachsak Ly, Alireza Shojaei, Xinghua Gao +2
Traditional facility management often relies on centralized decision-making structures that limit stakeholder participation, leading to misalignment with occupant needs and reduced…
Data-driven and distributed governance of building facilities management using decentralized autonomous organization, digital twin, and large language models
Reachsak Ly, Alireza Shojaei, Xinghua Gao +2
While traditional AI and data-driven facilities management approaches have improved building operational efficiency, they remain constrained by centralized organizational structure…
Public and private blockchain for decentralized digital building twins and building automation system
Reachsak Ly, Alireza Shojaei
The communication protocols and data transfer mechanisms employed by IoT devices in smart buildings and corresponding digital twin systems predominantly rely on centralized archite…
Deep Learning-Based Fatigue Cracks Detection in Bridge Girders using Feature Pyramid Networks
Jiawei Zhang, Jun Li, Reachsak Ly +2
For structural health monitoring, continuous and automatic crack detection has been a challenging problem. This study is conducted to propose a framework of automatic crack segment…
Autonomous Building Cyber-Physical Systems Using Decentralized Autonomous Organizations, Digital Twins, and Large Language Model
Reachsak Ly, Alireza Shojaei
Current autonomous building research primarily focuses on energy efficiency and automation. While traditional artificial intelligence has advanced autonomous building research, it…