publication . Other literature type . Preprint . Conference object . 2018

A tutorial on the synthesis and validation of a closed-loop wind farm controller using a steady-state surrogate model

Doekemeijer, Bart M; Fleming, Paul A; van Wingerden, Jan-Willem;
Open Access English
  • Published: 29 Oct 2018
  • Publisher: Zenodo
  • Country: Netherlands
Abstract
Comment: Initial submission to the American Control Conference 2019
Subjects
free text keywords: Wind farm control, turbine control, FLORIS, steady-state modeling, wind park optimization, closed-loop, Electrical Engineering and Systems Science - Systems and Control
Funded by
EC| CL-Windcon
Project
CL-Windcon
Closed Loop Wind Farm Control
  • Funder: European Commission (EC)
  • Project Code: 727477
  • Funding stream: H2020 | RIA
Download fromView all 6 versions
Zenodo
Other literature type . 2018
Provider: Datacite
Zenodo
Other literature type . 2018
Provider: Datacite
47 references, page 1 of 4

[1] S. Kanev, F. Savenije, and W. Engels, “Active wake control: An approach to optimize the lifetime operation of wind farms,” Wind Energy, vol. 21, no. 7, pp. 488-501,

[2] R. J. Barthelmie, S. C. Pryor, S. T. Frandsen, K. S. Hansen, J. G. Schepers, K. Rados, W. Schlez, A. Neubert, L. E. Jensen, and S. Neckelmann, “Quantifying the impact of wind turbine wakes on power output at offshore wind farms,” Journal of Atmospheric and Oceanic Technology, vol. 27, no. 8, pp. 1302-1317, 2010.

[3] P. A. Fleming, P. M. O. Gebraad, S. Lee, J. W. van Wingerden, K. Johnson, M. Churchfield, J. Michalakes, P. Spalart, and P. Moriarty, “Simulation comparison of wake mitigation control strategies for a two-turbine case,” Wind Energy, vol. 18, no. 12, pp. 2135-2143, 2015.

[4] S. Boersma, B. M. Doekemeijer, P. M. O. Gebraad, P. A. Fleming, J. Annoni, A. K. Scholbrock, J. A. Frederik, and J. W. van Wingerden, “A tutorial on control-oriented modeling and control of wind farms,” American Control Conference (ACC), pp. 1-18, 2017.

[5] J. R. Marden, S. D. Ruben, and L. Y. Pao, “A modelfree approach to wind farm control using game theoretic methods,” IEEE Transactions on Control Systems Technology, 2013. [OpenAIRE]

[6] M. A. Rotea, “Dynamic programming framework for wind power maximization,” IFAC Proceedings Volumes, vol. 47, no. 3, pp. 3639 -3644, 2014, 19th IFAC World Congress. [OpenAIRE]

[7] P. M. O. Gebraad, F. W. Teeuwisse, J. W. van Wingerden, P. A. Fleming, S. D. Ruben, J. R. Marden, and L. Y. Pao, “Wind plant power optimization through yaw control using a parametric model for wake effects - a cfd simulation study,” Wind Energy, vol. 19, no. 1, pp. 95-114, 2016.

[8] W. Munters and J. Meyers, “An optimal control framework for dynamic induction control of wind farms and their interaction with the atmospheric boundary layer,” Philosophical Transactions of the Royal Society of London A: Mathematical, Physical and Engineering Sciences, vol. 375, no. 2091, 2017. [OpenAIRE]

[9] F. Campagnolo, V. Petrovi, C. L. Bottasso, and A. Croce, “Wind tunnel testing of wake control strategies,” Proceedings of the American Control Conference (ACC), pp. 513-518, 2016. [OpenAIRE]

[10] M. Bastankhah and F. Porte´-Agel, “Experimental and theoretical study of wind turbine wakes in yawed conditions,” Journal of Fluid Mechanics, vol. 806, 506-541, 2016. [OpenAIRE]

[11] P. A. Fleming, J. Annoni, J. J. Shah, L. Wang, S. Ananthan, Z. Zhang, K. Hutchings, P. Wang, W. Chen, and L. Chen, “Field test of wake steering at an offshore wind farm,” Wind Energy Science, vol. 2, no. 1, pp. 229-239, 2017. [OpenAIRE]

[12] P. A. Fleming, J. Annoni, A. K. Scholbrock, E. Quon, S. Dana, S. Schreck, S. Raach, F. Haizmann, and D. Schlipf, “Full-scale field test of wake steering,” Journal of Physics: Conference Series, vol. 854, no. 1, 2017.

[13] A. Scholbrock, P. Fleming, D. Schlipf, A. Wright, K. Johnson, and N. Wang, “Lidar-enhanced wind turbine control: Past, present, and future,” in 2016 American Control Conference (ACC), 2016, pp. 1399-1406. [OpenAIRE]

[14] N. O. Jensen, “A note on wind generator interaction,” Tech. Rep. RISØ-M-2411, 1983.

[15] J. F. Ainslie, “Calculating the flowfield in the wake of wind turbines,” Journal of Wind Engineering and Industrial Aerodynamics, vol. 27, no. 1, pp. 213 -224, 1988. [OpenAIRE]

47 references, page 1 of 4
Abstract
Comment: Initial submission to the American Control Conference 2019
Subjects
free text keywords: Wind farm control, turbine control, FLORIS, steady-state modeling, wind park optimization, closed-loop, Electrical Engineering and Systems Science - Systems and Control
Funded by
EC| CL-Windcon
Project
CL-Windcon
Closed Loop Wind Farm Control
  • Funder: European Commission (EC)
  • Project Code: 727477
  • Funding stream: H2020 | RIA
Download fromView all 6 versions
Zenodo
Other literature type . 2018
Provider: Datacite
Zenodo
Other literature type . 2018
Provider: Datacite
47 references, page 1 of 4

[1] S. Kanev, F. Savenije, and W. Engels, “Active wake control: An approach to optimize the lifetime operation of wind farms,” Wind Energy, vol. 21, no. 7, pp. 488-501,

[2] R. J. Barthelmie, S. C. Pryor, S. T. Frandsen, K. S. Hansen, J. G. Schepers, K. Rados, W. Schlez, A. Neubert, L. E. Jensen, and S. Neckelmann, “Quantifying the impact of wind turbine wakes on power output at offshore wind farms,” Journal of Atmospheric and Oceanic Technology, vol. 27, no. 8, pp. 1302-1317, 2010.

[3] P. A. Fleming, P. M. O. Gebraad, S. Lee, J. W. van Wingerden, K. Johnson, M. Churchfield, J. Michalakes, P. Spalart, and P. Moriarty, “Simulation comparison of wake mitigation control strategies for a two-turbine case,” Wind Energy, vol. 18, no. 12, pp. 2135-2143, 2015.

[4] S. Boersma, B. M. Doekemeijer, P. M. O. Gebraad, P. A. Fleming, J. Annoni, A. K. Scholbrock, J. A. Frederik, and J. W. van Wingerden, “A tutorial on control-oriented modeling and control of wind farms,” American Control Conference (ACC), pp. 1-18, 2017.

[5] J. R. Marden, S. D. Ruben, and L. Y. Pao, “A modelfree approach to wind farm control using game theoretic methods,” IEEE Transactions on Control Systems Technology, 2013. [OpenAIRE]

[6] M. A. Rotea, “Dynamic programming framework for wind power maximization,” IFAC Proceedings Volumes, vol. 47, no. 3, pp. 3639 -3644, 2014, 19th IFAC World Congress. [OpenAIRE]

[7] P. M. O. Gebraad, F. W. Teeuwisse, J. W. van Wingerden, P. A. Fleming, S. D. Ruben, J. R. Marden, and L. Y. Pao, “Wind plant power optimization through yaw control using a parametric model for wake effects - a cfd simulation study,” Wind Energy, vol. 19, no. 1, pp. 95-114, 2016.

[8] W. Munters and J. Meyers, “An optimal control framework for dynamic induction control of wind farms and their interaction with the atmospheric boundary layer,” Philosophical Transactions of the Royal Society of London A: Mathematical, Physical and Engineering Sciences, vol. 375, no. 2091, 2017. [OpenAIRE]

[9] F. Campagnolo, V. Petrovi, C. L. Bottasso, and A. Croce, “Wind tunnel testing of wake control strategies,” Proceedings of the American Control Conference (ACC), pp. 513-518, 2016. [OpenAIRE]

[10] M. Bastankhah and F. Porte´-Agel, “Experimental and theoretical study of wind turbine wakes in yawed conditions,” Journal of Fluid Mechanics, vol. 806, 506-541, 2016. [OpenAIRE]

[11] P. A. Fleming, J. Annoni, J. J. Shah, L. Wang, S. Ananthan, Z. Zhang, K. Hutchings, P. Wang, W. Chen, and L. Chen, “Field test of wake steering at an offshore wind farm,” Wind Energy Science, vol. 2, no. 1, pp. 229-239, 2017. [OpenAIRE]

[12] P. A. Fleming, J. Annoni, A. K. Scholbrock, E. Quon, S. Dana, S. Schreck, S. Raach, F. Haizmann, and D. Schlipf, “Full-scale field test of wake steering,” Journal of Physics: Conference Series, vol. 854, no. 1, 2017.

[13] A. Scholbrock, P. Fleming, D. Schlipf, A. Wright, K. Johnson, and N. Wang, “Lidar-enhanced wind turbine control: Past, present, and future,” in 2016 American Control Conference (ACC), 2016, pp. 1399-1406. [OpenAIRE]

[14] N. O. Jensen, “A note on wind generator interaction,” Tech. Rep. RISØ-M-2411, 1983.

[15] J. F. Ainslie, “Calculating the flowfield in the wake of wind turbines,” Journal of Wind Engineering and Industrial Aerodynamics, vol. 27, no. 1, pp. 213 -224, 1988. [OpenAIRE]

47 references, page 1 of 4
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