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Smart Building Digital Twins for Healthcare

Where Clinical Demands Meet Decarbonization: Digital Twins Built for Healthcare

Smart Building Digital Twins for Healthcare 3D illustration of the project process.

About The Project

Digital twins are shifting facility management from reactive operations to proactive, data-informed decision-making. By integrating live building data with calibrated virtual models, facility teams gain continuous insight into performance; enabling early fault detection, optimized energy use, and more strategic capital planning.

Rather than relying on periodic audits or static documentation, digital twins support ongoing commissioning, scenario testing, and evidence-based decision-making across the entire building lifecycle.

When deployed effectively, digital twins serve as the analytical backbone for more resilient, efficient, and low-carbon buildings, representing a fundamental shift from managing assets to managing performance.

Active research areas include

  • Cognitive digital twins for fault detection and diagnostics
  • Digital twin-enabled frameworks for Smart and Ongoing Commissioning (SOCx)
  • Large-scale portfolio modelling to support decarbonization planning
  • Integration of heterogeneous data sources, including BIM, IoT, and utility data
  • Surrogate models for rapid simulation
  • Decision-support tools for facility managers operating under uncertainty

Selected Initiatives

Vancouver Hospital Digital Twins 3D model illustration

Vancouver Hospital Digital Twins

Overview

This is a four-year NSERC Alliance-funded grant (2023-2027) to develop a replicable digital twin for hospital central plants. This research focuses on chiller plant and boiler plant optimization for a large hospital in Greater Vancouver.

Key Outcomes

  • 22% electricity savings on chiller plant informed by our digital twin (implemented)
  • *% natural gas savings on boiler plant identified by our digital twin (simulated)

Partners

H.H. Angus & Associates Ltd. and Fraser Health Authority