maakuth / juxifier

Cost-optimizing heat pump control

juxifier

Cost-optimizing heat pump control

The goal is to develop heat pump control algorithm that picks the most cost-effective periods of time to run the ground-source heat pump without compromising room temperature and warm water availability.

Target environment

Target is to run this as a script in Home Assistant, controlling pumpunjuksautin.

Inputs

• Wall clock time
• Warm water accumulator temperature history up to current moment
• Minimum acceptable temperature of the accumulator
• Total cost of electric power per kWh for next hours (8 hours at minimum)
• Current guidance: is the pump allowed to run now

Outputs

• Boolean value: should the pump be allowed to run right now?

Building blocks

Cooling estimator

A function that takes the temperature history and determines the accumulator rate of cooling. This is used to determine the time until the accumulator cools down to the minimum acceptable temperature.

Heating governor

Let the pump run if the power at present hour is cheapest available before the accumulator is expected to hit the minimum temperature.

Something with inertia

The heating governance should not be changing all the time. If the power cost at now + 2h is cheaper than now, should we only let the pump run until it's barely warm enough to not hit the minimum? Perhaps the correct thing to do is to only iterate on the control seldom enough that it's not an issue if the pump only runs for the duration between two iterations.

juxifier's Issues

Example inputs

Upload some example inputs to test the algorithm ideas on