Fluctuating wind speed and direction means turbines generate power inconsistently. Coupled with customers' varying power demand, the results is that many wind-farm managers end up wasting power-generation capacity and limiting the service life of turbines through active control, including fully stopping turbines, in order to damage to the power grid from spikes in supply.

 Incorporating wind power into existing power grids remains challenging and a new paper in Journal of Renewable and Sustainable Energy outlines a strategy is based on continuous predictions of how fluctuating winds affect each turbine's maximum generation capacity. It also incorporates factors missing in other wind-farm control strategies, including differing power generation between turbines, actual fluctuations in power generation capacity, errors in prediction, communication disruptions preventing active control, and even turbines without the capacity for continuous active control.

To demonstrate the feasibility of the new strategy, the researchers compared their predictions to raw data from a single wind turbine. The team then further refined their calculations and simulated a control operation with data from a wind farm of 33 turbines.

The results suggest that wind-farm managers can improve their power-generation efficiency with the new strategy. However, the researchers caution that before implementing the strategy, each wind-farm manager should adjust the underlying parameters – such as how often to adjust each turbine's speed – based on local conditions.