NOX Energy BV

NOX Energy BV — Residential thermal-asset control telemetry and flexibility response data from a live aggregation of household heat pumps, solar panels and home batteries — over 10,000 connected assets today, in Belgium and the Netherlands. The platform steers heat pumps within per-household temperature comfort bounds in response to wholesale prices, negative-price hours, grid congestion and balancing signals, using 24-hour-ahead forecasting and weather-predictive control, and integrates directly with inverter and heat-pump manufacturer interfaces rather than through added hardware. What this…

NOX Energy BV offers (Alternative, Geospatial, Supply Chain, Sentiment) — est. 10,000-plus assets at interval resolution: at 5-minute granularity per device that is roughly 10 million readings per day across the estate, or on the order of 4 billion per year, plus control-event, curtailment and comfort-bound records. Modest in absolute terms for an industrial data asset, but the thermal-response content is dense and rare per record..

Distribution-system-operator congestion forecasting and mitigation modelling using real residential flexibility; flexibility-market product design and sizing, where per-dwelling thermal response is the binding input; heat-pump control algorithm training and benchmarking, including reinforcement learning on bounded thermal control with measured outcomes; building thermal-physics parameter estimation at population scale, which is physically impossible to gather by survey; supplier-side dynamic tariff design and negative-price exposure management; appliance-manufacturer product tuning and efficiency or failure comparison across models; grid-edge demand forecast model training; and consumer-acceptance research using declared comfort bounds as willingness-to-trade labels.

The data is with 2 years of history.

Coverage spans Europe, Other; Electric Utilities, Application Software; alternative, geospatial, supply_chain, sentiment; commodities, equities, derivatives.