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Data Clustering Reveals Climate Impacts on Local Wind Phenomena
Publisher: American Meteorological Society
Abstract: he authors demonstrate the utility of k-means clustering for identifying relationships between winds at turbine heights and climate oscillations, thereby developing a method suited for predicting the impacts of climate ...
Turbine Inflow Characterization at the National Wind Technology Center
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Utilityscale wind turbines operate in dynamic flows that can vary significantly over time scales from less than a second to several years. To better understand the inflow to utilityscale turbines on time scales from seconds ...
Improving Wind Predictions in the Marine Atmospheric Boundary Layer through Parameter Estimation in a Single-Column Model
Publisher: American Meteorological Society
Abstract: current barrier to greater deployment of offshore wind turbines is the poor quality of numerical weather prediction model wind and turbulence forecasts over open ocean. The bulk of development for atmospheric boundary layer ...
Assessing State-of-the-Art Capabilities for Probing the Atmospheric Boundary Layer: The XPIA Field Campaign
Publisher: American Meteorological Society
Abstract: o assess current capabilities for measuring flow within the atmospheric boundary layer, including within wind farms, the U.S. Department of Energy sponsored the eXperimental Planetary boundary layer Instrumentation Assessment ...