Spatio-temporal estimation of wind speed and wind power using extreme learning machines: predictions, uncertainty and technical potential

HIGHLIGHTS

SUMMARY

To date, most of the estimates in the domain of wind power generation are based on averaged annual wind speed models, which however can only be used as an indicator of the power generation potential in a geographic area. Indeed, it has been shown that the use of average annual wind speed models underestimated wind power generation (Nelson and Starcher 2018). When the aim is to estimate wind power, the propagation of such uncertainty in the process of transformation of wind speed into power must also be considered. The spatio-temporal wind speed estimations . . .

 



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