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Does a tighter envelope let a 480 sq ft backyard cottage use a smaller heat pump, and is the saving worth counting?

research/house-hpsize

Does a tighter envelope let a 480 sq ft backyard cottage use a smaller heat pump? The tight package cuts the design heating load about 36.5%, worth a $450 to $1,800 equipment step credit (assumed catalogue and prices) that nearly closes the payback gap of the costed upgrades in three colder climates. Stylised.

9 tests

What it found

Adds the term house-breakeven left out: the equipment downsizing credit. The design heating load (UA × design temperature difference) of the house-open-design ADU falls about 36.5% with the tight envelope in every climate, but equipment comes in discrete sizes, so the credit is a step: with an assumed catalogue and prices it is $450 (Houston), $1,350 (Baltimore), $900 (Chicago) and $1,800 (Minneapolis) for the whole package, and it is mostly the wall switch that moves the size. Added to the energy break-even, the three costed upgrades (assumed extra cost $2,211) come within $98 to $463 of paying back in the three colder cities but not in Houston ($1,607 short). The size is sensitive to the assumed design temperature and sizing margin, which are unchecked memory, so the credit is a range of one or two catalogue steps, not a number. Stylised: no EnergyPlus, no Manual J, no sourced prices.

A figure from its own output

Figure produced by research/house-hpsize: size_vs_design_temp
house-hpsize/experiments/size_vs_design_temp.svg, written by the project's own experiment code.

Paper, code and results

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Proper scoring & elicitation28Effort & peer prediction9Verification games & slashing19Detection & tolerances14Markets as routers13Prediction-market design9Paying contributors8Decentralised training systems23Digital twins & sim-to-real164LLM chip design loops40Robot manufacturing loops53Ambient AI assistant46Self-replicating manufacturing34Simulation-first design64Engineered clothing45Task-specific AI accelerators40Algorithmic chip-design loops42Open-source purpose-built robots44The software-engineering loop43Adversarial human imitation41Open-source residential construction41Autonomous multi-angle capture34Sensing, imaging and 3D31Energy supply and dense energy storage39Robot societies among people31Agentic co-design of low-cost robots27Laundry-hanging robots25Machine learning on qualitative data23Robots on the building site27Civilizations & group psychology1History & human sciences1

Produced with AI assistance (Claude). Results are from the code in this repository and are simulated or stylised unless the abstract says otherwise; nothing here implies affiliation with or endorsement by any lab, researcher or company cited. MIT licensed.