Group Member
Team Leader
Team Member
Group Vision
The HVAC Service Group is a research community that establishes a body of knowledge spanning a building's whole life cycle, and brings together artificial intelligence, ontology, digital twins and agent engineering to set the next standard for intelligent HVAC services.
Research Topic
Rule-based control
Building commissioning
Model-based FDD
Brick schema
Sensor metadata
Agentic building operation
Physics-based model
Pretrained model
Digital twin update
AI-driven O&M
LLM agent
Hybrid human–agent control
Ontology mapping
Foundation model
Agentic O&M workflow
Immersive BIM
PID control
VR-based construction review
MEP systems
Model synchronization
Building metadata
Virtual building model
HVAC systems
VR digital twin
Agentic O&M service
Data-driven model
Transformer model
Electrical systems
Cooling load disaggregation
Time-series Transformer
Fault detection
AI agent
Semiconductor cleanroom
Ontology alignment
Setpoint optimization
Virtual reality digital twin
Building control
Building performance monitoring
Twin-model alignment
State estimation
Control loop model
Fault isolation
Autonomous agent
Operational analytics
Self-attention
Surrogate model
Agentic fault management
Planning agent
Point naming schema
Load disaggregation
Supervisory agent
BIM-to-VR integration
Building operation
Autonomous O&M agent
Virtual model
Continuous commissioning
Contamination control
Agentic operations & maintenance
Data schema
Building ontology
Human–AI operational supervision
Anomaly detection
Agentic HOS
BIM visualization in VR