/PAE Engineering
FEATURED CASE STUDY
July 15, 2025
5 min read

PAE Engineering's Net-Zero HQ

The Living Building

The PAE Living Building is an internationally renowned net- zero, 5-year old building that over 2000 architects and engineers tour annually to see the latest in building technology.

PAE Engineering Living Building
2000+
Annual Visitors
59
Connected Assets
1800+
Tracked Data Points

Connected Building Systems

The SkyCentrics Super SkyBox is extracting data from all of these systems in real time, providing comprehensive visibility and control across the entire building infrastructure.

SolarEdge Solar Inverter

Energy Generation

Schneider Electric MicroGrid Controller

Grid Management

Battery Energy Storage System (BESS)

Energy Storage

LG Hydronic Floor Heating System

HVAC

Automated Logic Building Management System

Building Controls

Digital Lumens Lighting Control System

Lighting

Current Value Propositions

Real-Time Data Access

Continuous data collection via Super SkyBox to DREAM to PAE engineers and strategic partners

Solar / Microgrid Optimization

SkyCentrics maintains real-time awareness of each building system's active power draw and on-site solar production, coordinating loads to avoid crossing grid export thresholds

AI-Enhanced Engineering Tools:

Virtual building engineering assistance powered by building-specific document ingestion and machine learning

Building Knowledge Graph: A Resource Description Framework (RDF)

SkyCentrics turned the Living Building's design documents and field conditions into a machine-readable model of the building. Floor plans, mechanical and electrical diagrams, and photographs of installed equipment were combined into a single RDF knowledge graph that describes every space, system, and device, and how each one relates to the others.

Source Documents

Floor Plans

Define every floor, zone, and room, giving each device and sensor a precise location in the building.

Mechanical & Electrical Diagrams

Capture how equipment is connected: which panels feed which loads, and which loops serve which zones.

Equipment Photos

Nameplates and field photos confirm make, model, and serial details, and show what is actually installed.

How the graph connects the building

Each piece of equipment, sensor, and space becomes a node. Relationships drawn from the drawings and verified against equipment photos become the links between them, for example:

  • bldg:SolarInverter-1feedsbldg:MicroGrid-Controller
  • bldg:MicroGrid-Controllerchargesbldg:BESS-1
  • bldg:WaterHeater-2servesbldg:HydronicLoop-A
  • bldg:HydronicLoop-Aheatsbldg:Floor3-OpenOffice

What the RDF Enables

Machine Learning Integration

  • Live data points are tagged with their equipment, system, and location
  • Models learn from relationships, not just isolated time series
  • Analytics and AI agents can query the building in a standard format

Full Context for Building Operators

  • Trace any alarm to the equipment, circuit, and rooms it affects
  • See upstream and downstream dependencies before making changes
  • Find equipment photos, specs, and locations in one place

Why This Matters

The PAE Engineering Living Building demonstrates the transformative power of comprehensive building system integration. By connecting diverse building systems through SkyCentrics DREAM, PAE has achieved:

  • Complete visibility into building performance
  • Predictive energy optimization capabilities
  • Grid-interactive building functionality
  • AI-powered engineering assistance
  • Industry leadership and recognition
  • Showcase for future innovations

Ready to Transform Your Building?

Discover how SkyCentrics DREAM can optimize your building operations, reduce costs, and create a smarter, more efficient facility.