Analysis of control-oriented wake modeling tools  using lidar field results

Annoni, Jennifer; Fleming, Paul; Scholbrock, Andrew; Roadman, Jason; Dana, Scott; Adcock, Christiane; Porte-Agel, Fernando; Raach, Steffen; Haizmann, Florian; Schlipf, David

doi:10.5194/wes-3-819-2018

Articles | Volume 3, issue 2

https://doi.org/10.5194/wes-3-819-2018

© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 4.0 License.

https://doi.org/10.5194/wes-3-819-2018

© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 4.0 License.

Articles | Volume 3, issue 2

Research article

|

01 Nov 2018

Research article |

| 01 Nov 2018

Analysis of control-oriented wake modeling tools using lidar field results

Jennifer Annoni, Paul Fleming, Andrew Scholbrock, Jason Roadman, Scott Dana, Christiane Adcock, Fernando Porte-Agel, Steffen Raach, Florian Haizmann, and David Schlipf

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Feb 2018	97	52	7	156
Mar 2018	48	34	1	83
Apr 2018	49	15	0	64
May 2018	37	15	0	52
Jun 2018	30	19	1	50
Jul 2018	31	29	1	61
Aug 2018	25	20	0	45
Sep 2018	25	21	0	46
Oct 2018	37	22	2	61
Nov 2018	125	58	4	187
Dec 2018	45	9	1	55
Jan 2019	72	19	0	91
Feb 2019	41	17	1	59
Mar 2019	39	13	0	52
Apr 2019	57	22	2	81
May 2019	91	32	0	123
Jun 2019	297	22	1	320
Jul 2019	266	34	1	301
Aug 2019	137	28	2	167
Sep 2019	152	25	1	178
Oct 2019	163	50	1	214
Nov 2019	210	29	1	240
Dec 2019	217	30	1	248
Jan 2020	140	13	2	155
Feb 2020	80	25	0	105
Mar 2020	82	25	1	108
Apr 2020	66	19	0	85
May 2020	97	40	0	137
Jun 2020	87	60	0	147
Jul 2020	160	85	18	263
Aug 2020	50	21	3	74
Sep 2020	72	53	0	125
Oct 2020	55	14	1	70
Nov 2020	63	29	0	92
Dec 2020	41	31	1	73
Jan 2021	66	25	0	91
Feb 2021	30	18	0	48
Mar 2021	42	20	0	62
Apr 2021	60	35	0	95
May 2021	57	33	1	91
Jun 2021	70	20	0	90
Jul 2021	49	8	1	58
Aug 2021	48	22	0	70
Sep 2021	52	33	1	86
Oct 2021	57	54	1	112
Nov 2021	65	53	2	120
Dec 2021	45	29	4	78
Jan 2022	51	27	1	79
Feb 2022	74	26	1	101
Mar 2022	57	29	0	86
Apr 2022	53	23	2	78
May 2022	31	13	1	45
Jun 2022	38	15	0	53
Jul 2022	55	15	0	70
Aug 2022	52	17	1	70
Sep 2022	44	19	0	63
Oct 2022	47	16	2	65
Nov 2022	96	15	1	112
Dec 2022	61	19	1	81
Jan 2023	36	25	1	62
Feb 2023	44	23	0	67
Mar 2023	53	34	0	87
Apr 2023	35	18	1	54
May 2023	31	15	1	47
Jun 2023	24	15	0	39
Jul 2023	24	16	1	41
Aug 2023	12	11	2	25
Sep 2023	25	11	2	38
Oct 2023	30	10	1	41
Nov 2023	21	7	0	28
Dec 2023	36	19	5	60
Jan 2024	60	15	0	75
Feb 2024	16	10	0	26
Mar 2024	21	15	2	38
Apr 2024	30	9	1	40
May 2024	43	21	3	67
Jun 2024	263	15	5	283
Jul 2024	39	13	2	54
Aug 2024	36	3	3	42
Sep 2024	27	15	1	43
Oct 2024	25	11	2	38
Nov 2024	39	6	0	45
Dec 2024	30	8	5	43
Jan 2025	19	9	1	29
Feb 2025	38	9	2	49
Mar 2025	46	15	2	63
Apr 2025	45	19	0	64
May 2025	48	15	1	64
Jun 2025	58	16	1	75
Jul 2025	35	16	1	52
Aug 2025	48	26	3	77
Sep 2025	110	17	4	131
Oct 2025	49	21	3	73
Nov 2025	85	10	1	96

Cumulative views and downloads (calculated since 08 Feb 2018)

Month	HTML	PDF	XML	Total
Feb 2018	97	52	7	156
Mar 2018	48	34	1	83
Apr 2018	49	15	0	64
May 2018	37	15	0	52
Jun 2018	30	19	1	50
Jul 2018	31	29	1	61
Aug 2018	25	20	0	45
Sep 2018	25	21	0	46
Oct 2018	37	22	2	61
Nov 2018	125	58	4	187
Dec 2018	45	9	1	55
Jan 2019	72	19	0	91
Feb 2019	41	17	1	59
Mar 2019	39	13	0	52
Apr 2019	57	22	2	81
May 2019	91	32	0	123
Jun 2019	297	22	1	320
Jul 2019	266	34	1	301
Aug 2019	137	28	2	167
Sep 2019	152	25	1	178
Oct 2019	163	50	1	214
Nov 2019	210	29	1	240
Dec 2019	217	30	1	248
Jan 2020	140	13	2	155
Feb 2020	80	25	0	105
Mar 2020	82	25	1	108
Apr 2020	66	19	0	85
May 2020	97	40	0	137
Jun 2020	87	60	0	147
Jul 2020	160	85	18	263
Aug 2020	50	21	3	74
Sep 2020	72	53	0	125
Oct 2020	55	14	1	70
Nov 2020	63	29	0	92
Dec 2020	41	31	1	73
Jan 2021	66	25	0	91
Feb 2021	30	18	0	48
Mar 2021	42	20	0	62
Apr 2021	60	35	0	95
May 2021	57	33	1	91
Jun 2021	70	20	0	90
Jul 2021	49	8	1	58
Aug 2021	48	22	0	70
Sep 2021	52	33	1	86
Oct 2021	57	54	1	112
Nov 2021	65	53	2	120
Dec 2021	45	29	4	78
Jan 2022	51	27	1	79
Feb 2022	74	26	1	101
Mar 2022	57	29	0	86
Apr 2022	53	23	2	78
May 2022	31	13	1	45
Jun 2022	38	15	0	53
Jul 2022	55	15	0	70
Aug 2022	52	17	1	70
Sep 2022	44	19	0	63
Oct 2022	47	16	2	65
Nov 2022	96	15	1	112
Dec 2022	61	19	1	81
Jan 2023	36	25	1	62
Feb 2023	44	23	0	67
Mar 2023	53	34	0	87
Apr 2023	35	18	1	54
May 2023	31	15	1	47
Jun 2023	24	15	0	39
Jul 2023	24	16	1	41
Aug 2023	12	11	2	25
Sep 2023	25	11	2	38
Oct 2023	30	10	1	41
Nov 2023	21	7	0	28
Dec 2023	36	19	5	60
Jan 2024	60	15	0	75
Feb 2024	16	10	0	26
Mar 2024	21	15	2	38
Apr 2024	30	9	1	40
May 2024	43	21	3	67
Jun 2024	263	15	5	283
Jul 2024	39	13	2	54
Aug 2024	36	3	3	42
Sep 2024	27	15	1	43
Oct 2024	25	11	2	38
Nov 2024	39	6	0	45
Dec 2024	30	8	5	43
Jan 2025	19	9	1	29
Feb 2025	38	9	2	49
Mar 2025	46	15	2	63
Apr 2025	45	19	0	64
May 2025	48	15	1	64
Jun 2025	58	16	1	75
Jul 2025	35	16	1	52
Aug 2025	48	26	3	77
Sep 2025	110	17	4	131
Oct 2025	49	21	3	73
Nov 2025	85	10	1	96

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Short summary

This paper addresses the modeling aspect of wind farm control. To implement successful wind farm controls, a suitable model has to be used that captures the relevant physics. This paper addresses three different wake models that can be used for controls and compares these models with lidar field data from a utility-scale turbine.


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