Forecasting the Wind to Reach Significant Penetration Levels of Wind Energy

Melinda Marquis NOAA/Earth System Research Laboratory, Boulder, Colorado

Search for other papers by Melinda Marquis in
Current site
Google Scholar
PubMed
Close
,
Jim Wilczak NOAA/Earth System Research Laboratory, Boulder, Colorado

Search for other papers by Jim Wilczak in
Current site
Google Scholar
PubMed
Close
,
Mark Ahlstrom WindLogics, St. Paul, Minnesota

Search for other papers by Mark Ahlstrom in
Current site
Google Scholar
PubMed
Close
,
Justin Sharp Iberdrola Renewables, Portland, Oregon

Search for other papers by Justin Sharp in
Current site
Google Scholar
PubMed
Close
,
Andrew Stern NOAA/National Weather Service, Silver Spring, Maryland

Search for other papers by Andrew Stern in
Current site
Google Scholar
PubMed
Close
,
J. Charles Smith Utility Wind Integration Group, Reston, Virginia

Search for other papers by J. Charles Smith in
Current site
Google Scholar
PubMed
Close
, and
Stan Calvert Energy Efficiency and Renewable Energy, Wind and Water Power Program, Department of Energy, Washington, D.C.

Search for other papers by Stan Calvert in
Current site
Google Scholar
PubMed
Close
Full access

Advances in atmospheric science are critical to increased deployment of variable renewable energy (VRE) sources. For VRE sources, such as wind and solar, to reach high penetration levels in the nation's electric grid, electric system operators and VRE operators need better atmospheric observations, models, and forecasts. Improved meteorological observations through a deep layer of the atmosphere are needed for assimilation into numerical weather prediction (NWP) models. The need for improved operational NWP forecasts that can be used as inputs to power prediction models in the 0–36-h time frame is particularly urgent and more accurate predictions of rapid changes in VRE generation (ramp events) in the very short range (0–6 h) are crucial.

We describe several recent studies that investigate the feasibility of generating 20% or more of the nation's electricity from weather-dependent VRE. Next, we describe key advances in atmospheric science needed for effective development of wind energy and approaches to achieving these improvements. The financial benefit to the nation of improved wind forecasts is potentially in the billions of dollars per year. Obtaining the necessary meteorological and climatological observations and predictions is a major undertaking, requiring collaboration from the government, private, and academic sectors. We describe a field project that will begin in 2011 to improve short-term wind forecasts, which demonstrates such a collaboration, and which falls under a recent memorandum of understanding between the Office of Energy Efficiency and Renewable Energy at the Department of Energy and the Department of Commerce/National Oceanic and Atmospheric Administration.

Advances in atmospheric science are critical to increased deployment of variable renewable energy (VRE) sources. For VRE sources, such as wind and solar, to reach high penetration levels in the nation's electric grid, electric system operators and VRE operators need better atmospheric observations, models, and forecasts. Improved meteorological observations through a deep layer of the atmosphere are needed for assimilation into numerical weather prediction (NWP) models. The need for improved operational NWP forecasts that can be used as inputs to power prediction models in the 0–36-h time frame is particularly urgent and more accurate predictions of rapid changes in VRE generation (ramp events) in the very short range (0–6 h) are crucial.

We describe several recent studies that investigate the feasibility of generating 20% or more of the nation's electricity from weather-dependent VRE. Next, we describe key advances in atmospheric science needed for effective development of wind energy and approaches to achieving these improvements. The financial benefit to the nation of improved wind forecasts is potentially in the billions of dollars per year. Obtaining the necessary meteorological and climatological observations and predictions is a major undertaking, requiring collaboration from the government, private, and academic sectors. We describe a field project that will begin in 2011 to improve short-term wind forecasts, which demonstrates such a collaboration, and which falls under a recent memorandum of understanding between the Office of Energy Efficiency and Renewable Energy at the Department of Energy and the Department of Commerce/National Oceanic and Atmospheric Administration.

Save