Industrial energy-asset control telemetry and its paired forecasts

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Industrial energy-asset control telemetry and its paired forecasts — the operating exhaust of running a virtual power plant. The platform forecasts demand and price 48 hours ahead and dispatches aggregated batteries, electric-vehicle chargers, solar and flexible loads in real time, participating in frequency, manual and automatic frequency-restoration reserve markets as a certified portfolio. What that generates continuously: sub-second meter, inverter, charger and battery telemetry across every connected site; the 48-hour demand and price forecast series alongside the outcomes that actually occurred; the optimiser's dispatch decisions moment by moment together with the counterfactual of what a rule-based schedule would have cost; regulation-response traces showing delivered versus requested reserve power; observed grid-capacity headroom and connection-limit events per site; battery cycling, state-of-charge and degradation trajectories under real duty; and realised peak-demand events at data centres and industrial sites. This is closed-loop control data — decision, action and outcome in one record — not a passive measurement feed, which is why it is scarce.