GRID: Graph-based Reasoning for Intervention and Discovery in Built Environments

Taqiya Ehsan, Shuren Xia, Jorge Ortiz

Manual HVAC fault diagnosis in commercial buildings takes 8-12 hours per incident and achieves only 60 percent diagnostic accuracy, reflecting analytics that stop at correlation in…