Modeling of Blockage and Wake Effect: Comparison with Field data

P. Maheshwari, Julien Haize, M. Pallud
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Abstract

We apply engineering approaches for estimating the induction zone in front of a wind turbine and escalating to the global blockage at wind farm and cluster of farms scale as well accounting for wind farm wake. The methods include the vortex cylinder model and the self-similar model for blockage, and Jensen and Eddy-viscosity models for the wake estimation. To calibrate each model, Reynold Average Navier-Stokes with Actuator disc simulations are employed. Every model’s efficacy is assessed in comparison to the validation data of an operated wind farm in Scotland with more than 100 turbines of 10 MW each. We also examine the widely used process within the wind industry for transferring the application of calibrated wake and blockage models from one wind farm. According to our simulation analysis, blockage causes sideways acceleration and upstream slowdown. This also result in a gradient in the power produced by each turbine on the farm, which, if not properly accounted for, appears to be a wake model constraint. Furthermore, the response of different turbine type in another environment is not effectively predicted by the blockage and wake model, which is based on a particular turbine type and environment.
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阻塞和波浪效应建模:与现场数据的比较
我们采用工程方法估算风力涡轮机前的感应区,并将其升级为风电场和风电场群规模的全局阻塞以及风电场尾流。这些方法包括用于阻塞的涡缸模型和自相似模型,以及用于尾流估算的詹森模型和涡粘模型。为了校准每个模型,采用了雷诺平均纳维-斯托克斯与致动器圆盘模拟。通过与苏格兰一个运行中的风电场的验证数据进行比较,评估了每个模型的功效,该风电场拥有 100 多台各 10 兆瓦的涡轮机。我们还研究了风能行业内广泛使用的流程,即从一个风电场转移校准过的尾流和阻塞模型的应用。根据我们的模拟分析,阻塞会导致侧向加速和上游减速。这也导致风电场中每台涡轮机产生的功率出现梯度,如果不加以适当考虑,这似乎是一个尾流模型限制因素。此外,基于特定风机类型和环境的阻塞和尾流模型无法有效预测不同风机类型在其他环境下的响应。
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