Cold storage
Thermal state, weather, defrost schedules
1.6 MWpeak
Loadlume Forecast
See flexibility before the operating window opens.
Forecast available capacity, duration, confidence, and potential value from the real state and limits of every connected asset.
Global portfolio24-hour flexibility horizon
UpdatedForecast capacity8.3 MWBest window14:00–16:00Portfolio confidence91%
The forecasting problem
Available now does not mean available at 15:00.
Flexible capacity changes with weather, production, fleet arrivals, battery state, operator rules, and the recent behavior of the asset. A static capacity number cannot explain that movement.
Loadlume Forecast turns the live asset model into a time-bound view, with the uncertainty and operating reason kept beside every estimate.
Asset stateTelemetry and recent behaviorOperating planSchedules, arrivals, productionExternal signalsWeather, tariffs, market windowsConstraintsProtected limits and approvals
The forecast sequence
From raw signals to an actionable operating window.
Follow Cold Storage 01 across the same forecast as each layer becomes decision-ready.
Cold Storage 01Forecast generated 13:47 UTC
Model healthy Baseline Flexibility range Expected
Scenario laboratory
Change the operating margin. See the trade-off immediately.
Forecast scenarios keep flexibility, confidence, and operating protection in the same decision. They help teams discuss a window before it becomes a dispatch plan.
Cold Storage 01Expected operating scenario
Live comparisonFlexible capacity1.6 MWMaximum duration2 hConfidence92%Estimated value€248
Operating protection remains visibleTemperature band −18°C to −22°C · recovery 45 minutes
Forecast inputs
One horizon, built from signals with different clocks.
Each source keeps its timestamp, quality, and effect on the forecast. A delayed schedule should not look as current as live telemetry.
Telemetry28 sec agoHealthyOperating scheduleUpdated 08:12CurrentWeather horizonNext 48 hoursCurrentMarket windowDay-aheadReview
Forecast engineInterval model · USA / GlobalNext refresh in 42 sec14:00–16:00 UTC
1.6 MWExpected flexibilityConfidence92%
Maximum duration2 hours
Estimated value€248
Ready for operator review
Global · 15:0029°C · cloud cover increasing+0.2 MW uncertainty
Operational context
A forecast should explain why it changed.
When outside temperature rises, a delivery arrives late, or an operator protects a production window, the forecast updates with the reason attached.
Weather horizon updatedConfidence range widened by 0.2 MWDefrost cycle movedWindow start moved from 13:30 to 14:00Forecast recalculated1.6 MW available with 92% confidence
Forecast by asset
The same horizon. Different operating physics.
Every asset keeps its own drivers while the portfolio receives one consistent view of capacity, timing, confidence, and value.
Confidence, explained
Do not hide uncertainty behind one precise number.
Loadlume keeps the factors that strengthen or weaken an interval visible before the forecast moves toward dispatch.
Cold Storage 01 · 14:00–16:00Forecast review
Recent operating pattern14 comparable weekdays found+4%
Constraint coverageTemperature, defrost, and site cap current+3%
Weather uncertaintyAfternoon temperature range widened−3%
Schedule freshnessDelivery plan last updated 6 hours ago−2%
Decision confidence92%Suitable for operator review
Forecast FAQ
Questions before trusting a flexibility window.
Data sources, forecast horizon, and the required confidence level are agreed during the initial assessment.
How far ahead can Loadlume forecast?
Forecast horizons depend on the available operating signals and the decision being supported. The product is designed to make near-term dispatch windows and longer planning horizons distinct rather than presenting one confidence level for both.
Does Forecast predict electricity prices?
Market and tariff data can be used to rank operating windows, but the central job of Loadlume Forecast is to estimate credible asset availability. Any market-value estimate remains connected to its source assumptions.
How are operational constraints included?
Forecast reads the schedules, state, and limits maintained in Loadlume Assets. Constraint changes are reflected in the envelope and remain visible in the forecast history.
Can operators compare scenarios?
Yes. Teams can test protected, expected, and operator-approved operating margins before deciding which window should move toward dispatch preparation.
What happens when data quality drops?
The affected interval is marked, the confidence range widens, and the reason is shown. Loadlume should never hide uncertainty behind a single precise-looking number.
Start with one operating horizon
Find the first flexibility window worth preparing for.
Bring one portfolio, its schedules, and the data available today. We will help define a practical forecasting assessment.