Wind and solar forecasts are generated by separate meteorological models and delivered as static files that do not update within the trading day. When generation deviates from schedule during ramp events or curtailment windows, traders and balance responsible parties have no automated mechanism to detect the deviation early and adjust nominations before imbalance penalties accrue.
Built For
Balance Responsible Party manager overseeing a mixed wind and solar portfolio of 500 MW across multiple grid connection points
Don't build from scratch. Deploy a pre-trained specialist agent instantly.
Grid/Market Analyst
Combines NWP ensemble data with satellite imagery and historical generation patterns to produce 15-minute renewable output forecasts.
Energy Trader
Translates renewable generation forecasts into intraday trading signals and nomination adjustments to minimise imbalance exposure.
Risk Manager
Quantifies imbalance cost exposure from renewable forecast errors and monitors balancing market price spikes that amplify penalty risk.
Continuous wind and solar output prediction at 15-minute granularity by combining NWP ensembles with satellite imagery and historical generation data, with automated ramp event detection and curtailment risk alerts.
Drag and drop your CSVs. No complex pipelines required.
Ask questions in plain English, get instant answers.
A wind down-ramp of about 180 MW over 90 minutes is forecast around hour 14 as a front passes, and the ensemble spread is widest at hours 13-15, signalling the highest schedule risk of the day. Holding the current nomination through that window exposes roughly EUR 28k of imbalance penalty at today's balancing prices. Recommend trimming the afternoon nomination by 120 MW and buying back intraday before gate closure.