← All projectsGitHub
Energy supply and dense energy storage

Can a house-sized sand heat store carry summer heat into winter, and how does its electricity use compare with a heat pump?

research/energy-thermal

Can a house-sized sand heat store carry summer heat into winter? A transient model: 10 MWh after 120 days needs 222 m³ (70 if lossless) and returns 26% of the electricity as heat, so a COP-4 heat pump wins unless its electricity is 15× dearer; a days-scale store at house size. Stylised.

9 tests

What it found

A transient finite-volume model of a spherical sand store in mineral wool (a hot-water tank run through the same code), checked against analytic cases. A store sized to still give 10 MWh after 120 days needs 222 m3 (against 70 if lossless) and returns only 26% of the electricity put in as heat, so a COP-4 heat pump wins unless its electricity costs 15× more, before capital cost. After a day or a week the same store returns 79% and 73%: a days-scale store at house size, seasonal only near 1,000 m3 (43% left after 180 days). Stylised: assumed properties, a sphere, instant uniform charging, no pipes or ground.

A figure from its own output

Figure produced by research/energy-thermal: standby
energy-thermal/experiments/standby.svg, written by the project's own experiment code.

Paper, code and results

More in Energy supply and dense energy storage

All 39 Energy supply and dense energy storage projects →

Other research topics

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.