skip to main content
OSTI.GOV title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Uncertainty quantification of infinite aligned wind farm performance using non-intrusive polynomial chaos and a distributed roughness model: Uncertainty quantification of infinite aligned wind farm performance

Journal Article · · Wind Energy
DOI:https://doi.org/10.1002/we.2072· OSTI ID:1533245
 [1];  [2];  [3]
  1. St. Anthony Falls Laboratory, University of Minnesota, Minneapolis MN USA; Department of Mechanical Engineering, University of Minnesota, Minneapolis MN USA
  2. St. Anthony Falls Laboratory, University of Minnesota, Minneapolis MN USA
  3. Department of Civil Engineering, College of Engineering and Applied Science, Stony Brook University, Stony Brook MN USA

Not provided.

Research Organization:
Univ. of Minnesota, Minneapolis, MN (United States); Lockheed Martin Corporation, Littleton, CO (United States)
Sponsoring Organization:
USDOE Office of Energy Efficiency and Renewable Energy (EERE)
DOE Contract Number:
EE0002980; EE0005482; AC04-94AL85000
OSTI ID:
1533245
Journal Information:
Wind Energy, Vol. 20, Issue 6; ISSN 1095-4244
Publisher:
Wiley
Country of Publication:
United States
Language:
English

References (23)

A review on the young history of the wind power short-term prediction journal August 2008
Estimation of wind energy potential using different probability density functions journal May 2011
Wind turbine power curve estimation based on cluster center fuzzy logic modeling journal May 2008
A hybrid statistical method to predict wind speed and wind power journal August 2010
Wind power forecasting using advanced neural networks models journal January 1996
Review on probabilistic forecasting of wind power generation journal April 2014
Modeling physical uncertainties in dynamic stall induced fluid–structure interaction of turbine blades using arbitrary polynomial chaos journal June 2007
Global sensitivity analysis of wind turbine power output: Global sensitivity analysis of wind turbine power output journal April 2013
On the wind speed reduction in the center of large clusters of wind turbines journal January 1992
Large eddy simulation study of fully developed wind-turbine array boundary layers journal January 2010
Computational study and modeling of turbine spacing effects in infinite aligned wind farms journal November 2012
Response surface augmented moment method for efficient reliability analysis journal July 2006
A comparative study of uncertainty propagation methods for black-box-type problems journal May 2008
Spectral Methods for Uncertainty Quantification: With Applications to Computational Fluid Dynamics book January 2010
Stochastic Finite Elements: A Spectral Approach book January 1991
Quantifying uncertainty in chemical systems modeling journal January 2005
Uncertainty analysis near bifurcation of an aeroelastic system journal August 2010
Modeling uncertainty in flow simulations via generalized polynomial chaos journal May 2003
The Homogeneous Chaos journal October 1938
Representative roughness parameters for homogeneous terrain journal March 1993
Evaluation of the wind direction uncertainty and its impact on wake modeling at the Horns Rev offshore wind farm: Wind direction uncertainty and its impact on wake modeling journal May 2013
Atmospheric Turbulence Effects on Wind-Turbine Wakes: An LES Study journal December 2012
Uncertainty in the Specification of Surface Characteristics: a Study of Prediction Errors in the Boundary Layer journal March 1997