At the end of 2008 the United States became the largest producer of wind energy with 25,369 MW of electricity. This accounts for 1.25% of all U.S. electricity generated and enough to power 7 million homes. As wind energy becomes a key player in power generation and in the economy, so does the performance and reliability of wind turbines. To improve both performance and reliability, smart rotor blades are being developed that collocate reference measurements, aerodynamic actuation, and control on the rotor blade. Towards the development of a smart blade, SNL has fabricated a sensored rotor blade with embedded distributed accelerometer measurements to be used with operational loading methods to estimate the rotor blade deflection and dynamic excitation. These estimates would serve as observers for future smart rotor blade control systems. An accurate model of the rotor blade was needed for the development of the operational monitoring methods. An experimental modal analysis of the SNL sensored rotor blade (a modified CX-100 rotor blade) with embedded DC accelerometers was performed when hung with free boundary conditions and when mounted to a Micon 65/13 wind turbine. The modal analysis results and results from a static pull test were used to update an existing distributed parameter CX-100 rotor analytical blade model. This model was updated using percentage error estimates from cost functions of the weighted residuals. The model distributed stiffness parameters were simultaneously updated using the static and dynamic experimental results. The model updating methods decreased all of the chosen error metrics and will be used in future work to update the edge-wise model of the rotor blade and the full turbine model.
[1]
Jeffrey C. Lagarias,et al.
Convergence Properties of the Nelder-Mead Simplex Method in Low Dimensions
,
1998,
SIAM J. Optim..
[2]
David-P. Molenaar,et al.
Experimental Modal Analysis of a 750 kW Wind Turbine for Structural Model Validation
,
2003
.
[3]
Guillermo Rein,et al.
44th AIAA Aerospace Sciences Meeting and Exhibit
,
2006
.
[4]
Thomas G. Carne,et al.
Modal Testing for Validation of Blade Models
,
2008
.
[5]
Thomas G. Carne,et al.
Development of Validated Blade Structural Models
,
2008
.
[6]
Jonathan White,et al.
Operational load estimation of a smart wind turbine rotor blade
,
2009,
Smart Structures and Materials + Nondestructive Evaluation and Health Monitoring.
[7]
Kevin D Potter,et al.
50th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference
,
2009
.
[8]
D. Todd Griffith,et al.
Structural Dynamics Analysis and Model Validation of Wind Turbine Structures
,
2009
.
[9]
Michael R Wisnom,et al.
50th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference, 4-7 May 2009, Palm Springs, CA, USA
,
2009
.