The Array Optimization of Vertical Axis Wind Turbine Based on a New Asymmetric Wake Model
With the increasing demand for wind energy, the vertical axis wind turbine (VAWT) is attracting more and more attention. In order to design the VAWT array for better performance, the VAWT wake model needs to reflect the wake characteristics well. Based on the asymmetric wake characteristic, a new VA...
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doaj-8a63e4e158a846ec9018cbf2ae7611002021-08-26T13:56:50ZengMDPI AGJournal of Marine Science and Engineering2077-13122021-07-01982082010.3390/jmse9080820The Array Optimization of Vertical Axis Wind Turbine Based on a New Asymmetric Wake ModelZheng Yuan0Qihu Sheng1Ke Sun2Jun Zang3Xuewei Zhang4Fengmei Jing5Renwei Ji6College of Shipbuilding Engineering, Harbin Engineering University, Harbin 150001, ChinaCollege of Shipbuilding Engineering, Harbin Engineering University, Harbin 150001, ChinaCollege of Shipbuilding Engineering, Harbin Engineering University, Harbin 150001, ChinaDepartment of Architecture and Civil Engineering, University of Bath, Bath BA2 7AY, UKCollege of Shipbuilding Engineering, Harbin Engineering University, Harbin 150001, ChinaBeijing Institute of Petrochemical Technology, School of Mechanical Engineering, Beijing 102617, ChinaCollege of Shipbuilding Engineering, Harbin Engineering University, Harbin 150001, ChinaWith the increasing demand for wind energy, the vertical axis wind turbine (VAWT) is attracting more and more attention. In order to design the VAWT array for better performance, the VAWT wake model needs to reflect the wake characteristics well. Based on the asymmetric wake characteristic, a new VAWT wake model is proposed in this paper, which is a combination of two semi Gaussian functions with different deviations, and can be called the “double semi Gaussian functions wake model”. The model is simple and has only four parameters (mean, amplitude, left deviation and right deviation). Compared with the traditional Gaussian and Top-hat model, this model can better reflect the asymmetric characteristic of the VAWT wake. In particular, it can describe the behavior of wake merging in the case of counter-rotating twin turbines. Based on this wake model, the velocity field of VAWT array can be reproduced accurately. The goal function is mainly based on the performance of a basic array unit, and it can ensure the rapidity of the optimization process. The optimal arrangements under two different criteria are analyzed. Moreover, the truncation ratio is introduced to ensure that the downstream turbine works at the rated condition, and the optimal arrangements under different truncation ratios are analyzed. In this paper, the proposed wake model provides a good choice for the preliminary design of the VAWT array, and some relevant suggestions on the array arrangement have been put forward.https://www.mdpi.com/2077-1312/9/8/820vertical axis wind turbine (VAWT)asymmetric wake modelarray optimizationcriteria of the array performance |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Zheng Yuan Qihu Sheng Ke Sun Jun Zang Xuewei Zhang Fengmei Jing Renwei Ji |
spellingShingle |
Zheng Yuan Qihu Sheng Ke Sun Jun Zang Xuewei Zhang Fengmei Jing Renwei Ji The Array Optimization of Vertical Axis Wind Turbine Based on a New Asymmetric Wake Model Journal of Marine Science and Engineering vertical axis wind turbine (VAWT) asymmetric wake model array optimization criteria of the array performance |
author_facet |
Zheng Yuan Qihu Sheng Ke Sun Jun Zang Xuewei Zhang Fengmei Jing Renwei Ji |
author_sort |
Zheng Yuan |
title |
The Array Optimization of Vertical Axis Wind Turbine Based on a New Asymmetric Wake Model |
title_short |
The Array Optimization of Vertical Axis Wind Turbine Based on a New Asymmetric Wake Model |
title_full |
The Array Optimization of Vertical Axis Wind Turbine Based on a New Asymmetric Wake Model |
title_fullStr |
The Array Optimization of Vertical Axis Wind Turbine Based on a New Asymmetric Wake Model |
title_full_unstemmed |
The Array Optimization of Vertical Axis Wind Turbine Based on a New Asymmetric Wake Model |
title_sort |
array optimization of vertical axis wind turbine based on a new asymmetric wake model |
publisher |
MDPI AG |
series |
Journal of Marine Science and Engineering |
issn |
2077-1312 |
publishDate |
2021-07-01 |
description |
With the increasing demand for wind energy, the vertical axis wind turbine (VAWT) is attracting more and more attention. In order to design the VAWT array for better performance, the VAWT wake model needs to reflect the wake characteristics well. Based on the asymmetric wake characteristic, a new VAWT wake model is proposed in this paper, which is a combination of two semi Gaussian functions with different deviations, and can be called the “double semi Gaussian functions wake model”. The model is simple and has only four parameters (mean, amplitude, left deviation and right deviation). Compared with the traditional Gaussian and Top-hat model, this model can better reflect the asymmetric characteristic of the VAWT wake. In particular, it can describe the behavior of wake merging in the case of counter-rotating twin turbines. Based on this wake model, the velocity field of VAWT array can be reproduced accurately. The goal function is mainly based on the performance of a basic array unit, and it can ensure the rapidity of the optimization process. The optimal arrangements under two different criteria are analyzed. Moreover, the truncation ratio is introduced to ensure that the downstream turbine works at the rated condition, and the optimal arrangements under different truncation ratios are analyzed. In this paper, the proposed wake model provides a good choice for the preliminary design of the VAWT array, and some relevant suggestions on the array arrangement have been put forward. |
topic |
vertical axis wind turbine (VAWT) asymmetric wake model array optimization criteria of the array performance |
url |
https://www.mdpi.com/2077-1312/9/8/820 |
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