Wind-farm layout optimisation using a hybrid Jensen–LES approach

Bokharaie, Vahid S.; Bauweraerts, Pieter; Meyers, Johan

doi:10.5194/wes-1-311-2016

Articles | Volume 1, issue 2

https://doi.org/10.5194/wes-1-311-2016

© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.

https://doi.org/10.5194/wes-1-311-2016

© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.

Articles | Volume 1, issue 2

Research article

|

05 Dec 2016

Research article |

| 05 Dec 2016

Wind-farm layout optimisation using a hybrid Jensen–LES approach

Vahid S. Bokharaie, Pieter Bauweraerts, and Johan Meyers

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Month	HTML	PDF	XML	Total
May 2016	42	19	2	63
Jun 2016	10	6	1	17
Jul 2016	23	7	2	32
Aug 2016	10	4	2	16
Sep 2016	5	2	0	7
Oct 2016	2	4	1	7
Nov 2016	4	3	0	7
Dec 2016	39	28	2	69
Jan 2017	17	14	0	31
Feb 2017	20	9	2	31
Mar 2017	35	20	2	57
Apr 2017	12	13	2	27
May 2017	18	16	0	34
Jun 2017	6	10	1	17
Jul 2017	10	19	1	30
Aug 2017	4	8	0	12
Sep 2017	10	13	0	23
Oct 2017	5	22	0	27
Nov 2017	11	22	1	34
Dec 2017	8	17	0	25
Jan 2018	12	3	0	15
Feb 2018	16	14	3	33
Mar 2018	10	13	3	26
Apr 2018	12	20	1	33
May 2018	8	20	1	29
Jun 2018	9	12	2	23
Jul 2018	13	11	2	26
Aug 2018	16	7	1	24
Sep 2018	11	12	0	23
Oct 2018	11	14	2	27
Nov 2018	19	15	2	36
Dec 2018	22	17	0	39
Jan 2019	9	24	0	33
Feb 2019	9	7	1	17
Mar 2019	6	16	1	23
Apr 2019	6	13	1	20
May 2019	7	12	0	19
Jun 2019	8	11	0	19
Jul 2019	7	8	1	16
Aug 2019	9	12	0	21
Sep 2019	4	8	0	12
Oct 2019	10	10	1	21
Nov 2019	8	13	0	21
Dec 2019	4	4	0	8
Jan 2020	13	11	2	26
Feb 2020	16	5	0	21
Mar 2020	18	8	1	27
Apr 2020	3	4	0	7
May 2020	5	4	0	9
Jun 2020	33	33	1	67
Jul 2020	67	86	40	193
Aug 2020	10	9	1	20
Sep 2020	11	22	0	33
Oct 2020	8	8	1	17
Nov 2020	6	11	0	17
Dec 2020	12	15	1	28
Jan 2021	25	7	0	32
Feb 2021	10	13	0	23
Mar 2021	5	2	0	7
Apr 2021	13	8	0	21
May 2021	20	13	1	34
Jun 2021	16	7	0	23
Jul 2021	3	3	1	7
Aug 2021	10	17	1	28
Sep 2021	15	9	1	25
Oct 2021	9	33	0	42
Nov 2021	6	31	1	38
Dec 2021	19	11	1	31
Jan 2022	13	15	0	28
Feb 2022	3	9	1	13
Mar 2022	7	8	0	15
Apr 2022	9	10	0	19
May 2022	3	6	1	10
Jun 2022	8	6	1	15
Jul 2022	10	10	1	21
Aug 2022	10	5	0	15
Sep 2022	7	6	0	13
Oct 2022	11	18	1	30
Nov 2022	10	7	0	17
Dec 2022	7	10	0	17
Jan 2023	13	12	2	27
Feb 2023	7	11	0	18
Mar 2023	17	11	0	28
Apr 2023	11	3	1	15
May 2023	9	7	2	18
Jun 2023	8	6	0	14
Jul 2023	4	6	0	10
Aug 2023	11	2	2	15
Sep 2023	7	11	1	19
Oct 2023	10	3	0	13
Nov 2023	5	4	0	9
Dec 2023	15	11	3	29
Jan 2024	8	9	0	17
Feb 2024	4	6	0	10
Mar 2024	16	17	3	36
Apr 2024	15	7	4	26
May 2024	19	7	4	30
Jun 2024	22	6	5	33
Jul 2024	32	17	3	52
Aug 2024	27	8	4	39
Sep 2024	11	6	2	19
Oct 2024	25	7	3	35
Nov 2024	16	6	0	22
Dec 2024	8	7	1	16
Jan 2025	10	7	0	17
Feb 2025	26	9	2	37
Mar 2025	18	8	1	27
Apr 2025	23	12	0	35
May 2025	18	13	4	35
Jun 2025	30	15	1	46
Jul 2025	17	13	1	31
Aug 2025	22	17	4	43
Sep 2025	32	10	0	42
Oct 2025	50	22	4	76
Nov 2025	25	19	1	45

Cumulative views and downloads (calculated since 11 May 2016)

Month	HTML	PDF	XML	Total
May 2016	42	19	2	63
Jun 2016	10	6	1	17
Jul 2016	23	7	2	32
Aug 2016	10	4	2	16
Sep 2016	5	2	0	7
Oct 2016	2	4	1	7
Nov 2016	4	3	0	7
Dec 2016	39	28	2	69
Jan 2017	17	14	0	31
Feb 2017	20	9	2	31
Mar 2017	35	20	2	57
Apr 2017	12	13	2	27
May 2017	18	16	0	34
Jun 2017	6	10	1	17
Jul 2017	10	19	1	30
Aug 2017	4	8	0	12
Sep 2017	10	13	0	23
Oct 2017	5	22	0	27
Nov 2017	11	22	1	34
Dec 2017	8	17	0	25
Jan 2018	12	3	0	15
Feb 2018	16	14	3	33
Mar 2018	10	13	3	26
Apr 2018	12	20	1	33
May 2018	8	20	1	29
Jun 2018	9	12	2	23
Jul 2018	13	11	2	26
Aug 2018	16	7	1	24
Sep 2018	11	12	0	23
Oct 2018	11	14	2	27
Nov 2018	19	15	2	36
Dec 2018	22	17	0	39
Jan 2019	9	24	0	33
Feb 2019	9	7	1	17
Mar 2019	6	16	1	23
Apr 2019	6	13	1	20
May 2019	7	12	0	19
Jun 2019	8	11	0	19
Jul 2019	7	8	1	16
Aug 2019	9	12	0	21
Sep 2019	4	8	0	12
Oct 2019	10	10	1	21
Nov 2019	8	13	0	21
Dec 2019	4	4	0	8
Jan 2020	13	11	2	26
Feb 2020	16	5	0	21
Mar 2020	18	8	1	27
Apr 2020	3	4	0	7
May 2020	5	4	0	9
Jun 2020	33	33	1	67
Jul 2020	67	86	40	193
Aug 2020	10	9	1	20
Sep 2020	11	22	0	33
Oct 2020	8	8	1	17
Nov 2020	6	11	0	17
Dec 2020	12	15	1	28
Jan 2021	25	7	0	32
Feb 2021	10	13	0	23
Mar 2021	5	2	0	7
Apr 2021	13	8	0	21
May 2021	20	13	1	34
Jun 2021	16	7	0	23
Jul 2021	3	3	1	7
Aug 2021	10	17	1	28
Sep 2021	15	9	1	25
Oct 2021	9	33	0	42
Nov 2021	6	31	1	38
Dec 2021	19	11	1	31
Jan 2022	13	15	0	28
Feb 2022	3	9	1	13
Mar 2022	7	8	0	15
Apr 2022	9	10	0	19
May 2022	3	6	1	10
Jun 2022	8	6	1	15
Jul 2022	10	10	1	21
Aug 2022	10	5	0	15
Sep 2022	7	6	0	13
Oct 2022	11	18	1	30
Nov 2022	10	7	0	17
Dec 2022	7	10	0	17
Jan 2023	13	12	2	27
Feb 2023	7	11	0	18
Mar 2023	17	11	0	28
Apr 2023	11	3	1	15
May 2023	9	7	2	18
Jun 2023	8	6	0	14
Jul 2023	4	6	0	10
Aug 2023	11	2	2	15
Sep 2023	7	11	1	19
Oct 2023	10	3	0	13
Nov 2023	5	4	0	9
Dec 2023	15	11	3	29
Jan 2024	8	9	0	17
Feb 2024	4	6	0	10
Mar 2024	16	17	3	36
Apr 2024	15	7	4	26
May 2024	19	7	4	30
Jun 2024	22	6	5	33
Jul 2024	32	17	3	52
Aug 2024	27	8	4	39
Sep 2024	11	6	2	19
Oct 2024	25	7	3	35
Nov 2024	16	6	0	22
Dec 2024	8	7	1	16
Jan 2025	10	7	0	17
Feb 2025	26	9	2	37
Mar 2025	18	8	1	27
Apr 2025	23	12	0	35
May 2025	18	13	4	35
Jun 2025	30	15	1	46
Jul 2025	17	13	1	31
Aug 2025	22	17	4	43
Sep 2025	32	10	0	42
Oct 2025	50	22	4	76
Nov 2025	25	19	1	45

Latest update: 20 Nov 2025

Short summary

Given a wind farm with known dimensions and number of wind turbines, we try to find the optimum positioning of wind turbines that maximises wind-farm energy production. We propose an optimisation approach that is based on a hybrid combination of large-eddy simulation (LES) and the Jensen model; in this approach optimisation is mainly performed using the Jensen model, and LES is used at a few points only during optimisation for online tuning of the Jensen model.