摘要:
The system 90 and method 10 described herein relate to production of power from the wind farm that incorporate tunable power production forecasts 36 for optimal wind farm performance, where the wind farm power production is controlled at least in part by the power production forecasts 36. The system 90 and method 10 use a tunable power forecasting model 32 to generate tunable coefficients 34 based on asymmetric loss function applied on actual power production data 40, along with tuning factor(s) that tune forecast towards under forecasting or over forecasting. The power production forecasts 36 are generated using the tunable coefficients 34 and power characteristic features 30 that are derived from actual power production data 28. The power production forecasts 36 are monitored for any degradation, and a control action to regenerate the coefficients 34 or retune the model 32 is undertaken if degradation is observed.