Energy & utilities
Renewable generation forecasting
Predict wind and solar production with uncertainty for dispatch, bidding, storage, and maintenance.
Sound familiar?
- Cloud fronts and wind lulls that turn commitments into penalties
- Storage dispatched on hope instead of a generation forecast
- Portfolio shortfalls explained after settlement, not before
Power output
portfolio output, MW · Live forecast
Driver
Wind speed
Driver
Cloud cover
Driver
Irradiance
Forecast horizon
5 minutes–14 days
Refresh cadence
5-minute or hourly
Built for
Renewable operations · Energy trading
What you can predict
One forecast can answer several operational questions.
Translate weather forecasts, asset availability, curtailment, and recent power curves into generation forecasts at asset, portfolio, and grid-connection level.
Generation by interval
Ramp events
Available capacity
Forecast error range
Questions teams need answered
- How much will the portfolio generate tomorrow?
- When are the largest ramps likely?
- Which asset explains the shortfall?
- How much energy should storage reserve?
Data that can improve the forecast
Start with the history you already have. Add internal or external drivers only when backtesting shows that they improve the forecast on held-out periods.
What-if planning
Test a change before committing to it.
Compare a proposed change with the current baseline. See the expected direction, timing, range, and the assumptions behind the result.
Cloud cover arrives two hours earlier
Compare generation and storage requirements
A turbine remains offline
Quantify portfolio impact
Power output
portfolio output, MW · Scenario comparison
What if
Cloud cover arrives two hours earlier?
Driver
Wind speed
Driver
Cloud cover
Driver
Irradiance
From forecast to action
Keep the people making the decision in the loop.
01 · MONITOR
Forecast continuously
Refresh power output on a 5-minute or hourly cadence as new data arrives.
02 · NOTIFY
Alert on meaningful changes
- Generation falls below committed volume
- A large ramp enters the operating horizon
03 · DECIDE
Put the result to work
Build a renewable generation forecast with your data.
Start with sample data, connect your own history, or talk with us about your target, horizon, and production requirements.