Preprints
https://doi.org/10.5194/wes-2025-164
https://doi.org/10.5194/wes-2025-164
29 Sep 2025
 | 29 Sep 2025
Status: this preprint is currently under review for the journal WES.

Investigation on the Impacts of Smart Curtailment for Bat Fatality Mitigation in Alberta

Anastasiia Sobchenko, Ian Maynard, Ryan Kilpatrick, and Keelia LaFreniere

Abstract. As wind energy continues to expand in Canada, it is increasingly important to balance power generation with wildlife conservation. For migratory bat species, the risk of interactions with wind turbines varies throughout the year. In response to environmental conditions, curtailing turbine operation during periods of higher risk has been shown to reduce bat fatalities. This study models seasonal turbine curtailment scenarios across wind farms in the Canadian province of Alberta to estimate the resulting energy and economic impacts. High-resolution weather data were used to reconstruct complete wind speed records and simulate turbine output. The modeled power output was closely aligned with real production data reported by the province's energy operator. Results indicate that curtailment outcomes vary significantly depending on wind speed thresholds, seasonal wind conditions, and curtailment duration. Across all scenarios, smart curtailment reduced energy and financial losses by 20–40 % compared to blanket curtailment, highlighting the benefits of using meteorological and behavioral triggers. These findings provide practical insights for minimizing energy loss while supporting conservation goals.

Publisher's note: Copernicus Publications remains neutral with regard to jurisdictional claims made in the text, published maps, institutional affiliations, or any other geographical representation in this paper. While Copernicus Publications makes every effort to include appropriate place names, the final responsibility lies with the authors. Views expressed in the text are those of the authors and do not necessarily reflect the views of the publisher.
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Anastasiia Sobchenko, Ian Maynard, Ryan Kilpatrick, and Keelia LaFreniere

Status: open (until 27 Oct 2025)

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Anastasiia Sobchenko, Ian Maynard, Ryan Kilpatrick, and Keelia LaFreniere
Anastasiia Sobchenko, Ian Maynard, Ryan Kilpatrick, and Keelia LaFreniere

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Short summary
This research examines how adjusting wind turbine operation can protect bats while limiting energy losses. Weather data and power records from Alberta wind farms were used to model strategies that stop turbines only during high-risk conditions. Smart curtailment reduced energy and revenue losses by up to 40 percent compared to blanket shutdowns, demonstrating that targeted measures can safeguard wildlife without major impacts on clean energy production.
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