IEEE

A Variational Graph Autoencoder Aided Canonical Correlation Analysis-Based Online Abnormal Patterns Detection Method for Buildings HVAC Systems

Abstract: Heating, Ventilation, and Air Conditioning (HVAC) systems have become essential components of contemporary life, extensively employed in commercial and residential settings to ensure ...
IEEE

Graph Transformer-based Deep Reinforcement Learning for Fault Diagnosis of UAV Swarm System Under Imbalanced Data

Abstract: UAV Swarm Systems are in a healthy state most of the time and the occurrence time of severe faults is very short, leading to the imbalance of historical faulted flight data, which poses an ...
GitHub

Physics-Informed Graph Neural Networks for Water Distribution Systems

Official Code for the paper "Physics-Informed Graph Neural Networks for Water Distribution Systems". All system and package requirements are listed in the document 'REQUIREMENTS.txt'. The simulation ...