Most HVAC analytics do not change energy bills
Apr 30, 20264 min read
Visibility is useful, but energy bills move when recommendations become safe, accepted, operator-visible control actions.
Field Notes
Field Notes
The best HVAC optimization starts with constraints, not algorithms
Apr 28, 20264 min read
In a real building, the first optimization question is not mathematical optimality. It is what the system is allowed to change safely.
The hardest part of HVAC optimization is earning the right to change a sequence
Apr 26, 20264 min read
Facility teams are not rewarded for clever risks. AI HVAC optimization has to prove it understands the building before asking for control authority.
