A tutorial on control-oriented modeling and control of wind farms
暂无分享,去创建一个
Jennifer Annoni | Jan-Willem van Wingerden | Sjoerd Boersma | B. M. Doekemeijer | Pieter M. O. Gebraad | Paul A. Fleming | Andrew K. Scholbrock | J. A. Frederik | P. Fleming | P. Gebraad | B. Doekemeijer | J. Wingerden | A. Scholbrock | S. Boersma | J. Frederik | J. Annoni | Bart M. Doekemeijer | Joeri Alexis Frederik
[1] J. W. van Wingerden,et al. A predictive control framework for optimal energy extraction of wind farms , 2016 .
[2] Yaoyu Li,et al. Wind farm multi-objective wake redirection for optimizing power production and loads , 2017 .
[3] B. Sanderse. Aerodynamics of wind turbine wakes Literature review , 2009 .
[4] Thomas Bak,et al. Survey of wind farm control - power and fatigue optimization , 2015 .
[5] John S. Baras,et al. Collaborative extremum seeking for welfare optimization , 2014, 53rd IEEE Conference on Decision and Control.
[6] Niels Kjølstad Poulsen,et al. An MPC approach to individual pitch control of wind turbines using uncertain LIDAR measurements , 2013, 2013 European Control Conference (ECC).
[7] Kathryn E. Johnson,et al. A tutorial of wind turbine control for supporting grid frequency through active power control , 2012, 2012 American Control Conference (ACC).
[8] Po-Wen Cheng,et al. Comparison of linear and nonlinear model predictive control of wind turbines using LIDAR , 2014, 2014 American Control Conference.
[9] P.M.O. Gebraad. Data-driven wind plant control , 2014 .
[10] Lucy Y. Pao,et al. Control of wind turbines: Past, present, and future , 2009, 2009 American Control Conference.
[11] David Schlipf,et al. Power Performance Measurements of the NREL CART-2 Wind Turbine Using a Nacelle-Based Lidar Scanner , 2014 .
[12] N. Jensen. A note on wind generator interaction , 1983 .
[13] Richard J.A.M. Stevens,et al. Dependence of optimal wind turbine spacing on wind farm length , 2016, 1707.01808.
[14] Mato Baotic,et al. Quasi-stationary optimal control for wind farm with closely spaced turbines , 2012, 2012 Proceedings of the 35th International Convention MIPRO.
[15] Jan-Willem van Wingerden,et al. Active power control of waked wind farms , 2017 .
[16] C. Meneveau,et al. Large Eddy Simulations of large wind-turbine arrays in the atmospheric boundary layer , 2010 .
[17] Kathryn E. Johnson,et al. Evaluating wake models for wind farm control , 2014, 2014 American Control Conference.
[18] Johan Meyers,et al. Measurement of unsteady loading and power output variability in a micro wind farm model in a wind tunnel , 2016 .
[19] P. Schmid,et al. Dynamic mode decomposition of numerical and experimental data , 2008, Journal of Fluid Mechanics.
[20] Jason R. Marden,et al. A Model-Free Approach to Wind Farm Control Using Game Theoretic Methods , 2013, IEEE Transactions on Control Systems Technology.
[21] Jennifer Annoni,et al. Analysis of axial‐induction‐based wind plant control using an engineering and a high‐order wind plant model , 2016 .
[22] Jennifer Annoni,et al. Development of FAST.Farm: A New Multiphysics Engineering Tool for Wind Farm Design and Analysis: Preprint , 2017 .
[23] Julio Hernández,et al. Survey of modelling methods for wind turbine wakes and wind farms , 1999 .
[24] Palmer House Hilton. Comparison of Actuation Methods for Wake Control in Wind Plants , 2015 .
[25] David Schlipf,et al. Prospects of multivariable feedforward control of wind turbines using lidar , 2016, 2016 American Control Conference (ACC).
[26] Nicholas Hamilton,et al. Wind turbine boundary layer arrays for Cartesian and staggered configurations: Part II, low‐dimensional representations via the proper orthogonal decomposition , 2015 .
[27] Paul van der Laan,et al. Wind turbine wake models developed at the Technical University of Denmark: A review , 2016 .
[28] Herbert J. Sutherland,et al. On the Fatigue Analysis of Wind Turbines , 1999 .
[29] Kathryn E. Johnson,et al. Assessment of Extremum Seeking Control for Wind Farm Energy Production , 2012 .
[30] Helge Madsen Aagaard,et al. Dynamic wake meandering modeling , 2007 .
[31] Niels Kjølstad Poulsen,et al. Model predictive control of wind turbines using uncertain LIDAR measurements , 2013, 2013 American Control Conference.
[32] J. W. van Wingerden,et al. A control-oriented dynamic wind farm flow model: “WFSim” , 2016 .
[33] Olivier Parent,et al. Anti-icing and de-icing techniques for wind turbines: Critical review , 2011 .
[34] Mario A. Rotea,et al. Large Eddy Simulation for an array of turbines with Extremum Seeking Control , 2016, 2016 American Control Conference (ACC).
[35] Kathryn E. Johnson,et al. Wind farm control: Addressing the aerodynamic interaction among wind turbines , 2009, 2009 American Control Conference.
[36] Matthias Wachter,et al. Towards a Simplified Dynamic Wake Model Using POD Analysis , 2014, 1409.1150.
[37] Thomas Bak,et al. Simple model for describing and estimating wind turbine dynamic inflow , 2013, 2013 American Control Conference.
[38] I. Renfrew,et al. An Autonomous Doppler Sodar Wind Profiling System , 2005 .
[39] B. Koren,et al. Review of computational fluid dynamics for wind turbine wake aerodynamics , 2011 .
[40] Mario A. Rotea,et al. Development of a high fidelity CFD code for wind farm control , 2015, 2015 American Control Conference (ACC).
[41] Fernando Porté-Agel,et al. The effect of atmospheric stability on wind-turbine wakes: A large-eddy simulation study , 2014 .
[42] Gunner Chr. Larsen,et al. Validation of the dynamic wake meander model for loads and power production in the Egmond aan Zee wind farm , 2013 .
[43] Ervin Bossanyi,et al. Further load reductions with individual pitch control , 2005 .
[44] Jan-Willem van Wingerden,et al. Wind Tunnel Testing of Subspace Predictive Repetitive Control for Variable Pitch Wind Turbines , 2015, IEEE Transactions on Control Systems Technology.
[45] Mario A. Rotea,et al. Dynamic Programming Framework for Wind Power Maximization , 2014 .
[46] Poul Erik Morthorst,et al. Long-term research challenges in wind energy – a research agenda by the European Academy of Wind Energy , 2016 .
[47] Martin Kühn,et al. Estimating the wake deflection downstream of a wind turbine in different atmospheric stabilities: an LES study , 2016 .
[48] Kincho H. Law,et al. Bayesian Ascent: A Data-Driven Optimization Scheme for Real-Time Control With Application to Wind Farm Power Maximization , 2016, IEEE Transactions on Control Systems Technology.
[49] Niels Kjølstad Poulsen,et al. Turbine Control strategies for wind farm power optimization , 2015, 2015 American Control Conference (ACC).
[50] Kathryn E. Johnson,et al. A tutorial on the dynamics and control of wind turbines and wind farms , 2009, 2009 American Control Conference.
[51] Martin Kühn,et al. Prospects of optimization of energy production by LIDAR assisted control of wind turbines , 2011 .
[52] A. Peña,et al. On the application of the Jensen wake model using a turbulence‐dependent wake decay coefficient: the Sexbierum case , 2016 .
[53] P. Seiler,et al. A method to construct reduced‐order parameter‐varying models , 2017 .
[54] Jennifer Annoni,et al. Detailed field test of yaw-based wake steering , 2016 .
[55] Nedjeljko Perić,et al. Hierarchical wind farm control for power/load optimization , 2010 .
[56] J. Højstrup,et al. A Simple Model for Cluster Efficiency , 1987 .
[57] Rebecca J. Barthelmie,et al. Analytical modelling of wind speed deficit in large offshore wind farms , 2006 .
[58] M Maarten Steinbuch,et al. Optimal control of wind power plants , 1988 .
[59] Tuhfe Gögmen,et al. Possible Power Estimation of Down-Regulated Offshore Wind Power Plants. , 2016 .
[60] Mario A. Rotea,et al. Data-driven RANS for simulations of large wind farms , 2015 .
[61] Jason R. Marden,et al. Surveying Game Theoretic Approaches for Wind Farm Optimization , 2012 .
[62] F. Porté-Agel,et al. Experimental and theoretical study of wind turbine wakes in yawed conditions , 2016, Journal of Fluid Mechanics.
[63] J. F. Ainslie,et al. CALCULATING THE FLOWFIELD IN THE WAKE OF WIND TURBINES , 1988 .
[64] Haibo He,et al. Reactive power control of grid-connected wind farm based on adaptive dynamic programming , 2014, Neurocomputing.
[65] Kathryn E. Johnson,et al. Evaluating techniques for redirecting turbine wakes using SOWFA , 2014 .
[66] Fernando D. Bianchi,et al. Wind Turbine Control Systems: Principles, Modelling and Gain Scheduling Design , 2006 .
[67] Mohit Singh,et al. Active Power Controls from Wind Power: Bridging the Gaps , 2014 .
[68] Alan Wright,et al. Field Testing of Feedforward Collective Pitch Control on the CART2 Using a Nacelle-Based Lidar Scanner , 2014 .
[69] Po-Wen Cheng,et al. ℋ∞ controller design for closed-loop wake redirection , 2017, 2017 American Control Conference (ACC).
[70] J. Chow,et al. Windfarm Power Optimization Using Yaw Angle Control , 2017, IEEE Transactions on Sustainable Energy.
[71] John Lygeros,et al. Reserve requirements in AC power systems with uncertain generation , 2013, IEEE PES ISGT Europe 2013.
[72] Jan-Willem van Wingerden,et al. SOWFA Super-Controller: A High-Fidelity Tool for Evaluating Wind Plant Control Approaches , 2013 .
[73] J. W. van Wingerden,et al. Maximum power‐point tracking control for wind farms , 2015 .
[74] Jennifer Annoni,et al. Wind farm flow modeling using an input-output reduced-order model , 2016, 2016 American Control Conference (ACC).
[75] Prateek Mittal,et al. Optimizing the number and locations of turbines in a wind farm addressing energy-noise trade-off: A hybrid approach , 2017 .
[76] Carlo L. Bottasso,et al. Wind tunnel testing of wake control strategies , 2016, 2016 American Control Conference (ACC).
[77] A. J. Brand,et al. Improvements in ECN Wake Model , 2013 .
[78] Andreas Bechmann,et al. Evaluation of the wind direction uncertainty and its impact on wake modeling at the Horns Rev offshore wind farm , 2014 .
[79] Michel Verhaegen,et al. Feedback–feedforward individual pitch control for wind turbine load reduction , 2009 .
[80] Johan Meyers,et al. Wake structure in actuator disk models of wind turbines in yaw under uniform inflow conditions , 2016 .
[81] Martin Kühn,et al. Quasi Linear Parameter Varying modeling for wind farm control using the 2D Navier-Stokes equations , 2016, 2016 American Control Conference (ACC).
[83] Vahid Rezaei. Advanced control of wind turbines: Brief survey, categorization, and challenges , 2015, 2015 American Control Conference (ACC).
[84] J. W. van Wingerden,et al. Enhanced Kalman Filtering for a 2D CFD NS Wind Farm Flow Model , 2016 .
[85] M. Soltani,et al. Aeolus Toolbox for Dynamics Wind Farm Model, Simulation and Control , 2010 .
[86] Andrew Ning,et al. Wind plant system engineering through optimization of layout and yaw control , 2016 .
[87] Kincho H. Law,et al. Cooperative wind turbine control for maximizing wind farm power using sequential convex programming , 2015 .
[88] E. Migoya,et al. Application of a LES technique to characterize the wake deflection of a wind turbine in yaw , 2009 .
[89] Andrew Ning,et al. Maximization of the annual energy production of wind power plants by optimization of layout and yaw‐based wake control , 2017 .
[90] I. Agency,et al. World Energy Outlook 2000 , 2000 .
[91] Henrik Alfredsson,et al. Measurements on a wind turbine wake: 3D effects and bluff body vortex shedding , 2006 .
[92] M. Thring. World Energy Outlook , 1977 .
[93] Poul Ejnar Sørensen,et al. Control design for a pitch-regulated, variable speed wind turbine , 2005 .
[94] Patrick J. Moriarty,et al. Wind turbine modeling overview for control engineers , 2009, 2009 American Control Conference.
[95] Mark J. Balas,et al. Systematic Controller Design Methodology for Variable-Speed Wind Turbines , 2000 .
[96] Kathryn E. Johnson,et al. Simulation comparison of wake mitigation control strategies for a two‐turbine case , 2015 .
[97] N. M. Nielsen,et al. Offshore Wind Turbine Wakes Measured by Sodar , 2003 .
[98] Jennifer Annoni,et al. A low-order model for wind farm control , 2015, 2015 American Control Conference (ACC).
[99] S. Loyer,et al. Spatial study of the wake meandering using modelled wind turbines in a wind tunnel , 2011 .
[100] Jan-Willem van Wingerden,et al. Robust lidar-based closed-loop wake redirection for wind farm control , 2017 .
[101] R. Wisniewski,et al. Fatigue Estimation Methods Comparison for Wind Turbine Control , 2014, 1411.3925.
[102] Richard E. Brown,et al. Simulation of wind turbine wake interaction using the vorticity transport model , 2010 .
[103] Mario A. Rotea,et al. Data-driven Reduced Order Model for prediction of wind turbine wakes , 2015 .
[104] Johan Meyers,et al. Effect of wind turbine response time on optimal dynamic induction control of wind farms , 2016 .
[105] J. Meyers,et al. Optimal control of energy extraction in wind-farm boundary layers , 2015, Journal of Fluid Mechanics.
[106] F. Porté-Agel,et al. Analytical Modeling of Wind Farms: A New Approach for Power Prediction , 2016 .
[107] S. J. Goossens. Field-test of nacelle-based lidar to explore its applications for Vattenfall as wind park operator , 2015 .
[108] Martin Kühn,et al. Combined individual pitch and trailing edge flap control for structural load alleviation of wind turbines , 2016, 2016 American Control Conference (ACC).
[109] J. Michalakes,et al. A numerical study of the effects of atmospheric and wake turbulence on wind turbine dynamics , 2012 .
[110] J. Sørensen,et al. Wind turbine wake aerodynamics , 2003 .
[111] Yaoyu Li,et al. Optimizing Energy Capture of Cascaded Wind Turbine Array With Nested-Loop Extremum Seeking Control , 2015 .
[112] Lars Sætran,et al. Blind test comparison of the performance and wake flow between two in-line wind turbines exposed to different turbulent inflow conditions , 2016 .
[113] Jan-Willem van Wingerden,et al. Ensemble Kalman filtering for wind field estimation in wind farms , 2017, 2017 American Control Conference (ACC).
[114] Mac Gaunaa,et al. Application of engineering models to predict wake deflection due to a tilted wind turbine , 2012 .
[115] Johan Meyers,et al. Dynamic wake modeling and state estimation for improved model-based receding horizon control of wind farms , 2017, 2017 American Control Conference (ACC).
[116] Maryam Soleimanzadeh,et al. State‐space representation of the wind flow model in wind farms , 2014 .
[117] A distributed optimization framework for wind farms , 2013 .
[118] Martin Otto Laver Hansen,et al. Aerodynamics of Wind Turbines , 2001 .
[119] Yingchen Zhang,et al. Computational fluid dynamics simulation study of active power control in wind plants , 2016, 2016 American Control Conference (ACC).
[120] R. Murray,et al. Model reduction for compressible flows using POD and Galerkin projection , 2004 .
[121] Stefano Leonardi,et al. Large eddy simulations of the flow past wind turbines: actuator line and disk modeling , 2015 .
[122] Mahmood Mirzaei,et al. Lidar configurations for wind turbine control , 2016 .
[123] Paul Fleming,et al. Incorporating Atmospheric Stability Effects into the FLORIS Engineering Model of Wakes in Wind Farms , 2016 .
[124] J. Schepers,et al. Wake Measurements in ECN's Scaled Wind Farm , 2014 .
[125] David Schlipf,et al. Three Dimensional Dynamic Model Based Wind Field Reconstruction from Lidar Data , 2014 .
[126] Martin Kühn,et al. Robust active wake control in consideration of wind direction variability and uncertainty , 2018, Wind Energy Science.
[127] Martin Kühn,et al. Dynamic flow model for real-time application in wind farm control , 2017 .
[128] Maryam Soleimanzadeh,et al. An optimization framework for load and power distribution in wind farms , 2012 .
[129] Jennifer Annoni,et al. Field test of wake steering at an offshore wind farm , 2017 .
[130] F. J. Savenije,et al. Active Wake Control: loads trends , 2015 .
[131] Witha,et al. Advanced turbine parameterizations in offshore LES wake simulations , 2014 .
[132] J G Schepers,et al. Improved modelling of wake aerodynamics and assessment of new farm control strategies , 2007 .
[133] Lucy Y. Pao,et al. The fatigue loading effects of yaw control for wind plants , 2016, 2016 American Control Conference (ACC).
[134] Johan Meyers,et al. Wind farms providing secondary frequency regulation: Evaluating the performance of model-based receding horizon control , 2016 .
[135] David Schlipf,et al. Nonlinear model predictive control of wind turbines using LIDAR , 2013 .
[136] Peter Graf,et al. Adjoint Optimization of Wind Farm Layouts for Systems Engineering Analysis , 2016 .
[137] M. L. Buhl,et al. New Empirical Relationship between Thrust Coefficient and Induction Factor for the Turbulent Windmill State , 2005 .
[138] Po-Wen Cheng,et al. Wake redirecting using feedback control to improve the power output of wind farms , 2016, 2016 American Control Conference (ACC).
[139] Julio Hernández,et al. Experimental validation of the UPM computer code to calculate wind turbine wakes and comparison with other models , 1988 .
[140] Jan-Willem van Wingerden,et al. Wind turbine wake estimation and control using FLORIDyn, a control-oriented dynamic wind plant model , 2015, 2015 American Control Conference (ACC).
[141] Jason R. Marden,et al. Wind plant power optimization through yaw control using a parametric model for wake effects—a CFD simulation study , 2016 .
[142] Filippo Campagnolo,et al. Wind tunnel testing of a closed-loop wake deflection controller for wind farm power maximization , 2016 .
[143] J. McDonough. Introductory Lectures on Turbulence: Physics, Mathematics and Modeling , 2007 .
[144] Leo E. Jensen,et al. Wind Farm Wake: The Horns Rev Photo Case , 2013 .
[145] Ervin Bossanyi,et al. Individual Blade Pitch Control for Load Reduction , 2003 .
[146] Kathryn E. Johnson,et al. Lidar-enhanced wind turbine control: Past, present, and future , 2016, 2016 American Control Conference (ACC).