Nonlinear model predictive control of wind turbines using LIDAR

LIDAR systems are able to provide preview information of wind disturbances at various distances in front of wind turbines. This technology paves the way for new control concepts in wind energy such as feedforward control and model predictive control. This paper compares a nonlinear model predictive controller with a baseline controller, showing the advantages of using the wind predictions in the optimization problem to reduce wind turbine extreme and fatigue loads on tower and blades as well as to limit the pitch rates. The wind information is obtained by a detailed simulation of a LIDAR system. The controller design is evaluated and tested in a simulation environment with coherent gusts and a set of turbulent wind fields using a detailed aeroelastic model of the wind turbine over the full operation region. Results show promising load reduction up to 50% for extreme gusts and 30% for lifetime fatigue loads without negative impact on overall energy production. This controller can be considered as an upper bound for other LIDAR assisted controllers that are more suited for real time applications. Copyright © 2012 John Wiley & Sons, Ltd.

[1]  Frank Allgöwer,et al.  A quasi-infinite horizon nonlinear model predictive control scheme with guaranteed stability , 1997, 1997 European Control Conference (ECC).

[2]  David Schlipf,et al.  Advanced controller research for multi-MW wind turbines in the UPWIND project , 2012 .

[3]  Richard A. Santos Damage mitigating control for wind turbines , 2007 .

[4]  Carlo L. Bottasso,et al.  Aero-servo-elastic modeling and control of wind turbines using finite-element multibody procedures , 2006 .

[5]  M Soliman,et al.  Multiple model MIMO predictive control for variable speed variable pitch wind turbines , 2010, Proceedings of the 2010 American Control Conference.

[6]  Neil Kelley,et al.  Analysis of Wind Speed Measurements using Continuous Wave LIDAR for Wind Turbine Control y , 2011 .

[7]  David Q. Mayne,et al.  Constrained model predictive control: Stability and optimality , 2000, Autom..

[8]  Alan Wright,et al.  Combining Standard Feedback Controllers with Feedforward Blade Pitch Control for Load Mitigation in Wind Turbines , 2010 .

[9]  Lars Christian Henriksen,et al.  Model Predictive Control of Wind Turbines , 2011 .

[10]  Tim Fischer,et al.  Load analysis of look-ahead collective pitch control using LIDAR , 2010 .

[11]  B. Jonkman,et al.  TurbSim User's Guide , 2005 .

[12]  J. Jonkman,et al.  Definition of a 5-MW Reference Wind Turbine for Offshore System Development , 2009 .

[13]  Niels Kjølstad Poulsen,et al.  Nonlinear Model Predictive Control of a Simplified Wind Turbine , 2011 .

[14]  Stephen P. Boyd,et al.  Load reduction of wind turbines using receding horizon control , 2011, 2011 IEEE International Conference on Control Applications (CCA).

[15]  Per Jonas Petter Lindelöw Fiber Based Coherent Lidars for Remote Wind Sensing , 2008 .

[16]  Rolf Findeisen,et al.  Nonlinear model predictive control : a sampled data feedback perspective , 2005 .

[17]  Kathryn E. Johnson,et al.  Combined Lidar-based feedforward and feedback controllers for wind turbines with tower and blade damping , 2011 .

[18]  David Schlipf,et al.  Prospects of a collective pitch control by means of predictive disturbance compensation assisted by wind speed measurements , 2008 .

[19]  Frank Allgöwer,et al.  Look-ahead cyclic pitch control using LIDAR , 2010 .

[20]  Karl Stol,et al.  Scheduled Model Predictive Control of a Wind Tur bine , 2009 .

[21]  Alan Wright,et al.  Blade Pitch Control with Preview Wind Measurements y , 2010 .

[22]  Alan Wright,et al.  Adding Feedforward Blade Pitch Control for Load Mitigation in Wind Turbines: Non-Causal Series Expansion, Preview Control, and Optimized FIR Filter Methods , 2011 .

[23]  D.Q. Dang,et al.  Model Predictive Control for maximum power capture of variable speed wind turbines , 2010, 2010 Conference Proceedings IPEC.

[24]  Martin Kühn,et al.  Development of a wind turbine LiDAR simulator , 2009 .

[25]  Y. Wang,et al.  Nonlinear Model Predictive control (NMPC) of fixed pitch variable speed wind turbine , 2008, 2008 IEEE International Conference on Sustainable Energy Technologies.

[26]  Neil Kelley,et al.  Model Predictive Control Using Preview Measurements From LIDAR y , 2011 .