Showcase: Wind Energy Forecasting and Action by FogHorn

The solution provides the ability to generate alerts at least 90-minutes ahead of time for turbines that cannot meet 24 hours energy generation forecast and apply it to either optimize turbine settings or revise forecast.

Key technical capabilities

• 6 month+ historical and real-time data collected from SCADA controller system on each turbine, augmented with weather, atmosphere and terrain data
• Train models based on 20+ attributes to predict power generation over 15-min intervals
• Apply models at the edge to produce real-time scores on power generation. VEL expressions are used to compare performance against forecast to generate alerts
• Enable technicians to either fine tune turbine settings or revise forecast

Architectural diagram / data flow chart