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Technology Development and Innovation

Technology Development and Innovation to Address Wind Wildlife Operational Challenges (TD&I) at the National Wind Technology Center (NWTC) supports efforts to reduce bird and bat fatalities at wind energy projects and provide regulatory agencies and developers with a higher level of confidence in mitigation measures.

A photo of wind turbines at the National Wind Technology Center.

Wildlife technology research and development at the NWTC reduces bird and bat fatalities in wind energy projects. Photo by Dennis Schroeder, NREL 25880

Identifying the best wind-wildlife mitigation technologies for each wind project enables the deployment of more efficient and cost-effective wind energy projects across the United States. Through TD&I, the NWTC collaborates with technology developers to support the development, validation, and engineering of emerging technologies that detect and deter birds and bats at wind farms.

The NWTC's unique location at the mouth of Eldorado Canyon, just south of Boulder, Colorado, allows staff to validate turbines in conditions that might only be experienced once per decade in other locations—and its suite of research turbines, electronics and instrumentation laboratories, meteorological towers, and calibration and measurement instruments create an unparalleled location for wind-wildlife research and validation.


Capabilities and Infrastructure

The NWTC offers specialized infrastructure for wildlife technology research. With more than 20 network-connected cameras, real-time weather display, and site-wide network connectivity, the NWTC supports a wide range of wind-wildlife research and development endeavors.

NWTC experiences extreme weather events. Winter's variable and diverse winds come with exceptionally high turbulence and high wind events, allowing for validation of devices at design margins. Mild summer winds allow for research apparatus installation and calibration. For a window into what weather you might encounter during validation, see the current weather at the NWTC.

Field Validation Infrastructure

The NWTC's facility includes a network of field validation sites, sheds, power, telecommunications, and infrastructure. With four utility-scale wind turbines—including a Department of Energy-owned GE 1.5-megawatt turbine—two Controls Advanced Research Turbines (CARTs), and small turbine validation capabilities, the site allows researchers and developers to explore the applicability of advanced sensors and data acquisition in bird and bat research.

Meteorological Infrastructure

Anemometers and multiple tall meteorological towers, including two 135-meter towers and two 80-meter towers, provide research-grade inflow measurements at multiple heights, such as wind speed, direction, humidity, and aspirated temperature. Characterized atmospheric conditions that affect turbine-wildlife interactions include shear, turbulence, air density, stability, or flux. Historical site conditions are available.

Controls Advanced Research Turbines

Two 600-kilowatt CARTs are custom-configured to serve as control validation beds for wind-wildlife interaction research, such as evaluating bird strike detection technologies. Each CART includes an upwind meteorological tower extending above rotor height. These turbines allow field validation of advanced multi-variable control algorithms, such as advanced sensors integrated with remote-inflow sensing devices. Structural, drivetrain, and inflow data are available in real time.

Staff Skills and Expertise

National Renewable Energy Laboratory staff at the NWTC offer a wide range of experience, including biology, modeling, and aerospace, electrical, industrial, and civil engineering—and more. With decades of industry experience, the NWTC's highly trained staff provides a creative, innovative environment ideal for researching and validating novel technologies.

Specific staff expertise includes:

  • Sensor installation and maintenance, especially in the NWTC's harsh environment
  • Simulation of individual turbines and plant-level dynamics
  • IT support with cross-platform support experience in a research environment requiring interfacing with unique communications protocols
  • Controls development
  • Meteorology and wind resource assessment.


View NREL's Wind-Wildlife Impacts Literature Database, a browseable collection of documents that cover the impact on wildlife from a variety of technologies.

Request for Proposals

A new request for proposals on aims to support the development of wind-wildlife mitigation technologies through the National Renewable Energy Laboratory's TD&I project.  Designed to characterize and further develop emerging technologies to detect or deter birds and bats, TD&I contributes to enabling the deployment of efficient, cost-effective wind energy across the United States.

In support of this goal, the selected proposal will utilize NWTC facilities and expertise for validation and development efforts. Technologies in low- to mid-tier technology readiness levels—with a focus on levels 3 through 5—will be considered. Acceptable technologies include stand-alone systems, integrated, multicomponent systems, or solutions integrated into standard turbine controls.

Learn more about the request for proposals at or view the informational webinar presentation. Answers to questions posed during and after the webinar can be found here.

Text version

TD&I Open House

Around 30 wind energy consultants, utility representatives, component manufacturers, and others gathered at the NWTC on July 20, 2017, for the Technology Development and Innovation to Address Wind-Wildlife Operational Challenges open house.

The event provided an in-depth overview of the environmental instrumentation characterization and development resources at the NWTC and informed attendees about potential partnerships with NREL. Organizers also gathered information on current needs and gaps in wind-environmental instrumentation development and discussed opportunities for optimizing technology components and transitioning to more advanced technology development stages.

Presentations and research discussed at the open house included:


The NWTC's unique research capabilities, experienced staff, and specialized state-of-the-art equipment provides industry partners with the technical support they need to take their wind-wildlife interaction research from the design table to the marketplace.

Past TD&I experience includes:


A photo of Lee Jay Fingersh.

Lee Jay Fingersh | 303-384-6929