Operational wind plants increase planetary boundary layer height: an observational study

Abstract. As wind energy deployment grows, interactions between wind plants and the surrounding environment become more prevalent. The current investigation seeks to understand these interactions by characterizing the impact of wind plants on the planetary boundary layer height (PBLH), utilizing observations from the American WAKE experimeNt (AWAKEN) campaign. Given the ambiguity of the definition of PBLH under stable atmospheric conditions, where the impact of wind plants is expected to be strongest, a comparison of different methods for identifying PBLH is first conducted using data collected by multiple types of instruments. The Heffter method is selected as the thermodynamic method because it generates the most consistent results for the radiosonde and infrared spectrometer. A minimum vertical velocity variance method is used for a turbulence-based definition. Using both of these methods, the values of PBLH measured at spatially distributed sites are compared under a range of atmospheric conditions. Both methods show a clear increase in PBLH downstream of a wind plant for stable conditions. These impacts are strongest when the upstream PBLH is shallow (less than 0.25 km), with the thermodynamic method showing a PBLH increase of 35 %–39 % and the turbulence-based method showing a 143 % increase. At a site 20 km downstream of the wind plant, these effects are no longer observed, suggesting PBLH is not influenced by the wind plant at this distance. The results of this investigation show that wind plants can modify PBLH in their vicinity. As PBLH is a key parameter for numerical models, this insight into wind plant–atmosphere interactions can be used to validate and improve the accuracy of wind energy forecasts.

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Publication Details

Journal
Wind energy science
Published
2025-08-20
DOI
https://doi.org/10.5194/wes-10-1681-2025
Citations
3
Primary Topic
Wind Energy Research and Development
Type
article
Field-Weighted Citation Impact
14.98

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article

Operational wind plants increase planetary boundary layer height: an observational study

Matteo Puccioni, Nicholas Hamilton, Raghavendra Krishnamurthy, Emina Maric et al.
3 citations
Wind energy science
Wind Energy Research and Development
14.98
article

Operational wind plants increase planetary boundary layer height: an observational study

Matteo Puccioni, Nicholas Hamilton, Raghavendra Krishnamurthy, Emina Maric, Jamey Jacob, William Corrêa Radünz, Patrick Moriarty, Mikhail Pekour, Aliza Abraham, Stefano Letizia, Petra Klein, Rob Newsom, Jonathan Gero, Elizabeth Smith, Nicola Bodini, Sonia Wharton, Arianna Jordan
article en
3 citations

Abstract

Abstract. As wind energy deployment grows, interactions between wind plants and the surrounding environment become more prevalent. The current investigation seeks to understand these interactions by characterizing the impact of wind plants on the planetary boundary layer height (PBLH), utilizing observations from the American WAKE experimeNt (AWAKEN) campaign. Given the ambiguity of the definition of PBLH under stable atmospheric conditions, where the impact of wind plants is expected to be strongest, a comparison of different methods for identifying PBLH is first conducted using data collected by multiple types of instruments. The Heffter method is selected as the thermodynamic method because it generates the most consistent results for the radiosonde and infrared spectrometer. A minimum vertical velocity variance method is used for a turbulence-based definition. Using both of these methods, the values of PBLH measured at spatially distributed sites are compared under a range of atmospheric conditions. Both methods show a clear increase in PBLH downstream of a wind plant for stable conditions. These impacts are strongest when the upstream PBLH is shallow (less than 0.25 km), with the thermodynamic method showing a PBLH increase of 35 %–39 % and the turbulence-based method showing a 143 % increase. At a site 20 km downstream of the wind plant, these effects are no longer observed, suggesting PBLH is not influenced by the wind plant at this distance. The results of this investigation show that wind plants can modify PBLH in their vicinity. As PBLH is a key parameter for numerical models, this insight into wind plant–atmosphere interactions can be used to validate and improve the accuracy of wind energy forecasts.

Wind energy scienceVol. 10(8)
Oklahoma State University (US), Lawrence Livermore National Laboratory (US), National Laboratory of the Rockies (US), University of Wisconsin System (US), University of Wisconsin–Madison (US), Pacific Northwest National Laboratory (US), Johns Hopkins University (US), NOAA National Severe Storms Laboratory (US), University of Oklahoma (US)
Wind Energy Technologies Office
Openalex Percentile: Top 2%
Wind Energy Research and Development
14.98
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