HVAC Diagnostics

Continuous fault detection for air handling units, chillers, and plant-wide HVAC systems using BACnet data and physics-based models.

What we do

We connect directly to your BACnet or Modbus controls, pull live and historical data, and run physics-based diagnostics that catch faults as they develop — not months later during a scheduled audit.

Typical findings

  • Fouled coils. Heat balance residuals detect coil degradation weeks before occupant complaints. We quantify the energy penalty so you can justify the cleaning.
  • Stuck or hunting valves. Control valve position vs. coil delta-T reveals valves that aren’t doing what the BAS thinks they’re doing.
  • Simultaneous heating and cooling. Zone-level energy analysis catches the most expensive HVAC waste pattern, even when the BAS reports no alarms.
  • Economizer failures. Mixed-air temperature models detect damper failures, broken linkages, and incorrect changeover points.
  • Sensor drift. Cross-validating redundant sensors and checking them against physics bounds identifies drift before it corrupts control loops.

How it works

  1. Connect. We deploy a small edge device on your OT network. It speaks BACnet/IP, Modbus TCP, or OPC UA. No cloud dependency — data stays on your network until you decide otherwise.
  2. Model. We build a graph of your actual plant from your P&IDs, point lists, and as-built drawings. Not a generic template — your specific AHUs, zones, and piping.
  3. Validate. Physics-based soft sensors (heat balance, mass balance, steady-state detection) run continuously against incoming data. When reality diverges from expectation, we investigate.
  4. Report. You get quantified findings with avoided-cost estimates. Actionable, not academic.

Engagement model

  • Pilot (1–3 months): 1–3 AHUs, prove the method on your systems, deliver a findings report.
  • Campus-wide (6–12 months): Full plant coverage, continuous monitoring, quarterly reviews.
  • Retainer: Ongoing diagnostic coverage with monthly reporting.

Contact us to discuss your facility.