Spatial smoothing of onshore wind: Implications for strategic development in Scotland

Andrew N. Commin, Magnus W.h. Davidson, Nicola Largey, Paul Gaffney, David W. Braidwood, Stuart W. Gibb, John Mcclatchey

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4 Citations (Scopus)
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High levels of wind penetration is widely accepted as presenting problems for energy security. With increasing wind deployment this issue is well recognised in Scotland. Spatial smoothing of generation is seen as one method to enhance energy security in a high wind penetration system. This requires wind farms to be developed in a way to take advantage of this smoothing; however, this is not part of the UK/Scottish government wind deployment strategy – which is instead developer led. This research seeks to contribute to a strategic approach to wind development in Scotland, taking into account spatial smoothing – which is shown in this study to be statistically significant within Scotland.
Providing quantification of which pre-existing areas of large-scale wind development in Scotland should be the focus of further development and which are of least benefit. Wind farms in southern Scotland offer least in terms
of energy security, due to over-concentration of deployment in this area, further development here should be in part considered in terms of export value, rather than utilization within Scotland. The two island areas modelled are shown to have high spatial smoothing value. This work should help inform current political discourse over grid connections to these areas.
Original languageEnglish
Pages (from-to)36-48
Number of pages13
JournalEnergy Policy
Publication statusPublished - 1 Oct 2017


  • Onshore wind
  • Spatial smoothing
  • Strategic development
  • Energy security
  • Environmental impacts


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