Abstract
The Mesoscale to Microscale Coupling team, part of the U.S. Department of Energy Atmosphere to Electrons (A2e) initiative, has studied various important challenges related to coupling mesoscale models to microscale models for the use case of wind energy development and operation. Several coupling methods and techniques for generating turbulence at the microscale that is subgrid to the mesoscale have been evaluated for a variety of cases. Case studies included flat-terrain, complex-terrain, and offshore environments. Methods were developed to bridge the terra incognita, which scales from about 100 m through the depth of the boundary layer. The team used wind-relevant metrics and archived code, case information, and assessment tools and is making those widely available. Lessons learned and discerned best practices are described in the context of the cases studied for the purpose of enabling further deployment of wind energy.
Original language | American English |
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Pages (from-to) | 1251-1275 |
Number of pages | 25 |
Journal | Wind Energy Science |
Volume | 8 |
Issue number | 8 |
DOIs | |
State | Published - 2023 |
Bibliographical note
See NREL/JA-5000-84474 for article as published in Wind Energy Science DiscussionsNREL Publication Number
- NREL/JA-5000-87590
Keywords
- atmospheric science
- downscaling
- large-eddy simulation
- machine learning
- mesoscale-microscale coupling
- numerical weather prediction
- wind energy