{ "cells": [ { "cell_type": "markdown", "id": "4ffb52fe", "metadata": {}, "source": [ "# Wake Deficit Models" ] }, { "cell_type": "markdown", "id": "a6ee6833", "metadata": {}, "source": [ "The wake deficit models compute the wake deficit caused by a single wind turbine. In PyWake, there are several wake deficit models, which include:\n", "\n", "- [NOJDeficit](#NOJDeficit)\n", "- [TurboNOJDeficit](#TurboNOJDeficit)\n", "- [FugaDeficit](#FugaDeficit)\n", "- [BastankhahGaussianDeficit](#BastankhahGaussianDeficit)\n", "- [IEA37SimpleBastankhahGaussianDeficit](#IEA37SimpleBastankhahGaussianDeficit)\n", "- [NiayifarGaussianDeficit](#NiayifarGaussianDeficit)\n", "- [ZongGaussianDeficit](#ZongGaussianDeficit)\n", "- [CarbajofuertesGaussianDeficit](#CarbajofuertesGaussianDeficit)\n", "- [TurboGaussianDeficit](#TurboGaussianDeficit)\n", "- [GCLDeficit](#GCLDeficit)\n", "- [SuperGaussianDeficit](#SuperGaussianDeficit)\n", "\n", "**Note**: The implementation of the deficit models is highly vectorized and therefore suffixes are used to indicate the dimension of variables. The suffixes used in this context are:\n", "\n", "- i: source wind turbines\n", "- j: destination wind turbines\n", "- k: wind speeds\n", "- l: wind directions\n", "\n", "**This means that** `deficit_ijlk[0,1,2,3]` **holds the deficit caused by the first turbine on the second turbine for the third wind direction and fourth wind speed**." ] }, { "cell_type": "markdown", "id": "b9f96e52", "metadata": {}, "source": [ "**Install PyWake if needed**" ] }, { "cell_type": "code", "execution_count": 1, "id": "e91cda30", "metadata": {}, "outputs": [], "source": [ "# Install PyWake if needed\n", "try:\n", " import py_wake\n", "except ModuleNotFoundError:\n", " !pip install git+https://gitlab.windenergy.dtu.dk/TOPFARM/PyWake.git" ] }, { "cell_type": "code", "execution_count": 2, "id": "b0054635", "metadata": {}, "outputs": [], "source": [ "#here we import all wake deficit models available in PyWake\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import os\n", "import py_wake\n", "\n", "from py_wake.examples.data.hornsrev1 import V80, Hornsrev1Site\n", "\n", "site = Hornsrev1Site()\n", "windTurbines = V80()\n", "\n", "from py_wake import NOJ\n", "from py_wake import Fuga\n", "from py_wake import FugaBlockage\n", "from py_wake import BastankhahGaussian\n", "\n", "# Path to Fuga look-up tables\n", "lut_path = os.path.dirname(py_wake.__file__)+'/tests/test_files/fuga/2MW/Z0=0.03000000Zi=00401Zeta0=0.00E+00.nc'\n", "\n", "models = {'NOJ': NOJ(site,windTurbines), \n", " 'Fuga': Fuga(lut_path,site,windTurbines),\n", " 'FugaBlockage': FugaBlockage(lut_path,site,windTurbines), \n", " 'BGaus': BastankhahGaussian(site,windTurbines)\n", " }" ] }, { "cell_type": "markdown", "id": "72cb7970", "metadata": {}, "source": [ "In addition, these models can easily be combined with other models to better describe the wake behind the turbine, e.g. NOJ with linear sum superposition:" ] }, { "cell_type": "code", "execution_count": 3, "id": "64d9aa29", "metadata": {}, "outputs": [], "source": [ "from py_wake.superposition_models import LinearSum\n", "\n", "models['NOJLinear'] = NOJ(site,windTurbines,superpositionModel=LinearSum())" ] }, { "cell_type": "markdown", "id": "e55e4616", "metadata": {}, "source": [ "Or models can be combined in custom ways, e.g. `NOJDeficit` for the wake, `LinearSum` superposition and `SelfSimilarityDeficit` for the blockage:" ] }, { "cell_type": "code", "execution_count": 4, "id": "5f8072cb", "metadata": {}, "outputs": [], "source": [ "from py_wake.wind_farm_models import All2AllIterative\n", "from py_wake.deficit_models import NOJDeficit, SelfSimilarityDeficit\n", "\n", "models['NOJ_ss'] = All2AllIterative(site,windTurbines,\n", " wake_deficitModel=NOJDeficit(),\n", " superpositionModel=LinearSum(), \n", " blockage_deficitModel=SelfSimilarityDeficit())" ] }, { "cell_type": "markdown", "id": "5ddab074", "metadata": {}, "source": [ "## Definition and configuration\n", "\n", "First, we create some functions to visualize wake maps for different conditions and wake models." ] }, { "cell_type": "code", "execution_count": 5, "id": "e52c3415", "metadata": {}, "outputs": [], "source": [ "from matplotlib import cm\n", "from matplotlib.colors import ListedColormap, LinearSegmentedColormap\n", "from py_wake.deficit_models.deficit_model import WakeDeficitModel, BlockageDeficitModel\n", "from py_wake.deficit_models.no_wake import NoWakeDeficit\n", "from py_wake.site._site import UniformSite\n", "from py_wake.flow_map import XYGrid\n", "from py_wake.turbulence_models import CrespoHernandez\n", "from py_wake.utils.plotting import setup_plot\n", "\n", "#turbine diameter\n", "D = 80\n", "\n", "def get_flow_map(model=None, grid=XYGrid(x=np.linspace(-200, 500, 200), y=np.linspace(-200, 200, 200), h=70),\n", " turbulenceModel=CrespoHernandez()):\n", " blockage_deficitModel = [None, model][isinstance(model, BlockageDeficitModel)]\n", " wake_deficitModel = [NoWakeDeficit(), model][isinstance(model, WakeDeficitModel)]\n", " wfm = All2AllIterative(UniformSite(), V80(), wake_deficitModel=wake_deficitModel, blockage_deficitModel=blockage_deficitModel,\n", " turbulenceModel=turbulenceModel)\n", " return wfm(x=[0], y=[0], wd=270, ws=10, yaw=0).flow_map(grid)\n", "\n", "def plot_deficit_map(model, cmap='Blues', levels=np.linspace(0, 10, 55)):\n", " fm = get_flow_map(model)\n", " fm.plot(fm.ws - fm.WS_eff, clabel='Deficit [m/s]', levels=levels, cmap=cmap, normalize_with=D)\n", " setup_plot(grid=False, ylabel=\"Crosswind distance [y/D]\", xlabel= \"Downwind distance [x/D]\",\n", " xlim=[fm.x.min()/D, fm.x.max()/D], ylim=[fm.y.min()/D, fm.y.max()/D], axis='auto')\n", "\n", "def plot_wake_deficit_map(model):\n", " cmap = np.r_[[[1,1,1,1],[1,1,1,1]],cm.Blues(np.linspace(-0,1,128))] # ensure zero deficit is white\n", " plot_deficit_map(model,cmap=ListedColormap(cmap))" ] }, { "cell_type": "markdown", "id": "3f583463", "metadata": {}, "source": [ "**Below are the two models in PyWake that follow a top-hat shape, and are only valid in the far wake.**" ] }, { "cell_type": "markdown", "id": "8072528b", "metadata": {}, "source": [ "## NOJDeficit\n", "\n", "The NOJDeficit model is implemented according to Niels Otto Jensen, \"A note on wind generator interaction.\" (1983), i.e. a top-hat wake.\n", "\n", "According to Jensen, the velocity in the wake $V$ is defined as:\n", "\n", "$$V = U\\left(1 - 2a\\left(\\frac{r_o}{r_o + \\alpha x}\\right)^2\\right)$$\n", "\n", "where $U$ is the free stream velocity, $r_o$ the wake radius, $x$ the downstream distance and $\\alpha$ the entraintment constant (with a value of 0.1).\n", "\n", "Only valid in the far wake." ] }, { "cell_type": "code", "execution_count": 6, "id": "8933706a", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from py_wake.deficit_models import NOJDeficit\n", "plot_wake_deficit_map(NOJDeficit())" ] }, { "cell_type": "markdown", "id": "6eaeac9c", "metadata": {}, "source": [ "## TurboNOJDeficit\n", "\n", "Implemented according to Nygaard 2020 J. Phys.: Conf. Ser. 1618 062072 https://doi.org/10.1088/1742-6596/1618/6/062072 [1].\n", "\n", "Modified definition of the wake expansion given by Nygaard [1], which assumes the wake expansion rate to be proportional to the local turbulence intensity in the wake. Here the local turbulence intensity is defined as the combination of ambient and wake added turbulence. Using the added wake turbulence model by Frandsen and integrating, an analytical expression for the wake radius can be obtained.\n", "\n", "The definition in [1] of ambient turbulence is the free-stream TI and for this the model constant A has been tuned, however a fully consistent formulation of the model should probably use the locally effective TI, which includes the added turbulence from upstream turbines. \n", "\n", "The velocity deficit is calculated as in the `NOJDeficit` model, with a modification of the wake radius term $r_o$, given by:\n", "\n", "$$\n", "\\begin{aligned}\n", "D_w(x)=0.5 + & \\frac{A I_0 D}{\\beta} \\\\ & \\times \\left(\\sqrt{(\\alpha+\\beta x / D)^2+1}-\\sqrt{1+\\alpha^2}-\\ln \\left[\\frac{\\left(\\sqrt{(\\alpha+\\beta x / D)^2+1}+1\\right) \\alpha}{\\left(\\sqrt{1+\\alpha^2}+1\\right)(\\alpha+\\beta x / D)}\\right]\\right)\n", "\\end{aligned}\n", "$$\n", "\n", "where $A$ is the wake expansion parameter, set to a constant value of 0.6, $I_0$ is the free stream TI, $D$ is the rotor diameter, $x$ the downstream distance and $\\alpha$ and $\\beta$ are parameters that depend on the turbulence $I_0$ and the turbine's $C_T$." ] }, { "cell_type": "code", "execution_count": 7, "id": "6f5dd087", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from py_wake.deficit_models import TurboNOJDeficit\n", "plot_wake_deficit_map(TurboNOJDeficit())" ] }, { "cell_type": "markdown", "id": "1d3cf08b", "metadata": {}, "source": [ "**The rest of the models follow a Gaussian shape, with the advantage of having models for calculation of the near wake (Fuga, Zong Gaussian, Super Gaussian) as well as a model to simulate blockage (Fuga)**" ] }, { "cell_type": "markdown", "id": "f97fb8b0", "metadata": {}, "source": [ "## BastankhahGaussianDeficit\n", "\n", "The Bastankhah Gaussian Deficit model is implemented according to Bastankhah M and Porté-Agel F. \"A new analytical model for wind-turbine wakes\" J. Renew. Energy. 2014;70:116-23.\n", "\n", "By applying mass and momentum conservation and assuming a self-similar Gaussian profile for the wake, a general expression for the velocity deficit is derived:\n", "\n", "$$\n", "\\frac{\\Delta U}{U_{\\infty}}=C(x) e^{-\\frac{x^2}{2 \\sigma^2}}\n", "$$\n", "\n", "The maximum velocity deficit at the center of the wake $C(x)$ is defined by:\n", "\n", "$$\n", "C(x)=1-\\sqrt{1-\\frac{C_{\\mathrm{T}}}{8\\left(\\sigma / d_0\\right)^2}}\n", "$$\n", "\n", "and the wake width ($\\sigma$) is defined as:\n", "\n", "$$\\frac{\\sigma}{d_0} = k^* x / d_0+\\varepsilon$$\n", "\n", "where $k$ represents the wake expansion parameter and $\\varepsilon$ = 0.2 $\\beta$, with $\\beta$ being a parameter function of the turbine's $C_T$.\n", "\n", "Thus, the normalized velocity deficit can be calculated as:\n", "\n", "$$\n", "\\begin{aligned}\n", "\\frac{\\Delta U}{U_{\\infty}}= & \\left(1-\\sqrt{1-\\frac{C_{\\mathrm{T}}}{8\\left(k^* x / d_0+\\varepsilon\\right)^2}}\\right) \\\\\n", "& \\times \\exp \\left(-\\frac{1}{2\\left(k^* x / d_0+\\varepsilon\\right)^2}\\left\\{\\left(\\frac{z-z_{\\mathrm{h}}}{d_0}\\right)^2+\\left(\\frac{y}{d_0}\\right)^2\\right\\}\\right)\n", "\\end{aligned}\n", "$$\n", "\n", "where $C_T$ is the turbine's thrust coefficient, $x$ the downstream distance, $z_H$ the turbine's hub height, and $y$ and $z$ the spanwise and vertical coordinates, respectively.\n", "\n", "The model is valid in the far wake only." ] }, { "cell_type": "code", "execution_count": 8, "id": "16ba2d6a", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from py_wake.deficit_models import BastankhahGaussianDeficit\n", "plot_wake_deficit_map(BastankhahGaussianDeficit())" ] }, { "cell_type": "markdown", "id": "8092cc1d", "metadata": {}, "source": [ "## IEA37SimpleBastankhahGaussianDeficit\n", "\n", "The IEA37 Simple Bastankhah Gaussian Deficit model is implemented according to the [IEA task 37 documentation](https://github.com/byuflowlab/iea37-wflo-casestudies/blob/master/cs1-2/iea37-wakemodel.pdf) and is equivalent to `BastankhahGaussianDeficit` for:\n", "\n", "$$beta=1/\\sqrt{8} \\sim ct=0.9637188$$\n", "\n", "The model is valid in the far wake only." ] }, { "cell_type": "code", "execution_count": 9, "id": "21606179", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from py_wake.deficit_models import IEA37SimpleBastankhahGaussianDeficit\n", "plot_wake_deficit_map(IEA37SimpleBastankhahGaussianDeficit())" ] }, { "cell_type": "markdown", "id": "81097e03", "metadata": {}, "source": [ "## NiayifarGaussianDeficit\n", "\n", "Implemented according to Amin Niayifar and Fernando Porté-Agel, \"Analytical Modeling of Wind Farms: A New Approach for Power Prediction\", Energies 2016, 9, 741; doi:10.3390/en9090741.\n", "\n", "The calculation of the velocity deficit is made as in `BastankhahGaussianDeficit`, with the modification of the wake expansion parameter $k^*$.\n", "\n", "This wake deficit model accounts for the local turbulence intensity when evaluating the wake expansion. The expansion rate $k^*$ varies linearly with local turbluence intensity:\n", "\n", "$$k^* = a1 I + a2$$\n", "\n", "The default constants are set according to publications by Porte-Agel's group, which are based on LES simulations, where $a1 = 0.3837$ and $a2 = 0.003678$. Lidar field measurements by Fuertes et al. (2018) indicate that a = [0.35, 0.0] is also a valid selection." ] }, { "cell_type": "code", "execution_count": 10, "id": "99b0349f", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from py_wake.deficit_models import NiayifarGaussianDeficit\n", "plot_wake_deficit_map(NiayifarGaussianDeficit(a=[0.38, 4e-3]))" ] }, { "cell_type": "markdown", "id": "ab3b09fe", "metadata": {}, "source": [ "## ZongGaussianDeficit\n", "\n", "Implemented according to Haohua Zong and Fernando Porté-Agel, \"A momentum-conserving wake superposition method for wind farm power prediction\", J. Fluid Mech. (2020), vol. 889, A8; doi:10.1017/jfm.2020.77.\n", "\n", "Based on the `NiayifarGaussianDeficit` model, the wake expansion is also function of the local turbulence intensity and the wake width expression now follows the approach by Shapiro et al. (2018). Additional to the model of Niayifar et al. is a new wake width ($\\sigma$) expression, which uses the near-wake length estimation by Vermeulen (1980).\n", "\n", "The near-wake length expression is defined as:\n", "\n", "$$\n", "x_n=\\frac{\\sqrt{0.214+0.144 m}(1-\\sqrt{0.134+0.124 m})}{(1-\\sqrt{0.214+0.144 m}) \\sqrt{0.134+0.124 m}} \\frac{r_0}{(d r / d x)}\n", "$$\n", "\n", "With the new expression for the wake width represented by:\n", "\n", "$$\n", "\\sigma = \\epsilon + k_w \\ln \\left[1+\\exp \\left(\\frac{x-x_n}{D}\\right)\\right] * D\n", "$$\n", "\n", "where $\\epsilon = (1 / \\sqrt{8}) C_T$ and $k_w$ is the wake expansion rate.\n", "\n", "The thrust coefficient used in the deficit calculation is now written as an error function of the streamwise coordinate due to the effect of the near-wake pressure gradient.\n", "\n", "$$\n", "C_t^i(x)= C_T (1+\\operatorname{erf}(x / D)) / 2\n", "$$" ] }, { "cell_type": "code", "execution_count": 11, "id": "4a7e74ff", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from py_wake.deficit_models import ZongGaussianDeficit\n", "plot_wake_deficit_map(ZongGaussianDeficit(a=[0.38, 4e-3]))" ] }, { "cell_type": "markdown", "id": "da5d6551", "metadata": {}, "source": [ "## CarbajoFuertesGaussianDeficit\n", "\n", "Modified version from the `ZongGaussianDeficit` model with Gaussian constants, as seen in: Fernando Carbajo Fuertes, Corey D. Markfor and Fernando Porté-Agel, \"Wind TurbineWake Characterization with Nacelle-Mounted Wind Lidars for Analytical Wake Model Validation\", Remote Sens. 2018, 10, 668; doi:10.3390/rs10050668.\n", "\n", "Carbajo Fuertes et al. derived Gaussian wake model parameters from nacelle liadar measurements from a 2.5MW turbine and found a\n", "variation of epsilon with wake expansion, this in fact identical to the formulation by Zong, only that the near-wake length is fixed for Carbajo Fuertes at $xth = 1.91 (x/D)$. We took the relationships found by them and incorporated them into the Zong formulation. This wake deficit model includes an empirical correlation for epsilon as well as new constants for the wake expansion factor equation." ] }, { "cell_type": "code", "execution_count": 12, "id": "6386a122", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from py_wake.deficit_models import CarbajofuertesGaussianDeficit\n", "plot_wake_deficit_map(CarbajofuertesGaussianDeficit())" ] }, { "cell_type": "markdown", "id": "06bbd218", "metadata": {}, "source": [ "## TurboGaussianDeficit\n", "\n", "Implemented similar to Ørsted's TurbOPark model (https://github.com/OrstedRD/TurbOPark).\n", "\n", "The calculation of the deficit is similar to that in `TurboNOJDeficit` with the distinction of assuming a Gaussian shape for the expansion of the wake using the wake width ($\\sigma$) expression instead of the wake radius. The $\\epsilon$ parameter is defined as in `BastahnkhahGaussianDeficit`, 0.2 $\\beta$.\n", "\n", "$$\n", "\\begin{aligned}\n", "\\frac{\\sigma_{w, i}\\left(\\hat{x}_i\\right)}{D_i}= \\epsilon_i + & \\frac{A I_0}{\\beta} \\\\ & \\times \\left(\\sqrt{\\left(\\alpha+\\beta \\hat{x}_i / D_i\\right)^2+1}-\\sqrt{1+\\alpha^2}-\\ln \\left[\\frac{\\left(\\sqrt{\\left(\\alpha+\\beta \\hat{x}_i / D_i\\right)^2+1}+1\\right) \\alpha}{\\left(\\sqrt{1+\\alpha^2}+1\\right)\\left(\\alpha+\\beta \\hat{x}_i / D_i\\right)}\\right]\\right)\n", "\\end{aligned}\n", "$$" ] }, { "cell_type": "code", "execution_count": 13, "id": "2c868c84", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from py_wake.deficit_models import TurboGaussianDeficit\n", "plot_wake_deficit_map(TurboGaussianDeficit())" ] }, { "cell_type": "markdown", "id": "82c796ba", "metadata": {}, "source": [ "## SuperGaussianDeficit" ] }, { "cell_type": "markdown", "id": "c1338a82", "metadata": {}, "source": [ "Implemented according to Blondel and Cathelain (2020), \"An alternative form of the super-Gaussian wind turbine wake model\" Wind Energ. Sci., 5, 1225–1236, 2020 https://doi.org/10.5194/wes-5-1225-2020 [1].\n", "\n", "New calibrated parameters taken from Blondel (2023), \"Brief communication: A momentum-conserving superposition method applied to the super-Gaussian wind turbine wake model\", Wind Energ. Sci., 8, 141–147, 2023, 2023 https://doi.org/10.5194/wes-8-141-2023 [2].\n", "\n", "The Super Gaussian deficit model is derived from the general equation for velocity deficit seen in `BastankhahGaussianDeficit` with the addition of the super gaussian order $n$, which describes the evolution of the wake. In this case, the wake profile transitions from top-hat to gaussian, with high values of $n$ representing the near wake and low values (approaching $n =2$) representing a purely Gaussian profile.\n", "\n", "The velocity deficit is calculated as follows:\n", "\n", "$$\n", "\\frac{U_{\\infty}-U_{\\mathrm{w}}}{U_{\\infty}}=C(x) e^{-\\bar{r}^n /\\left(2 \\sigma^2\\right)}\n", "$$\n", "\n", "where the maximum velocity deficit $C(x)$ is defined as:\n", "\n", "$$\n", "C(x)=2^{2 / n-1}-\\sqrt{2^{4 / n-2}-\\frac{n C_T}{16 \\Gamma(2 / n) \\sigma^{4 / n}}} .\n", "$$\n", "\n", "The characteristic wake width ($\\sigma$) is also a function of the TI as in the Bastankhah Gaussian model.\n", "\n", "$$ \\sigma = (a_s T_i + b_s)x + c_s \\sqrt{\\beta} $$\n", "\n", "Lastly, the analytical super gaussian parameter $n$ is based on curve fitting and represented by:\n", "\n", "$$ n = a_f e^{b_f x} + c_f $$\n", "\n", "The parameters used for the model ($a_s, b_s, c_s, a_f, b_f, c_f$) are calibrated with two measurement campaings: particle velocimetry measurements and lidar measurements. Some of the parameters are dependent on the turbulence intensity and thrust coefficient, as seen in [1].\n", "\n", "There are two classes defined:\n", "\n", "- `BlondelSuperGaussianDeficit2020`: which uses the calibrated parameters in Table 2 and 3 in [1].\n", "- `BlondelSuperGaussianDeficit2023`: which uses the latest calibrated parameters found in Table 1 in [2]." ] }, { "cell_type": "code", "execution_count": 14, "id": "b0162037", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from py_wake.deficit_models.gaussian import BlondelSuperGaussianDeficit2020\n", "plot_wake_deficit_map(BlondelSuperGaussianDeficit2020())" ] }, { "cell_type": "code", "execution_count": 15, "id": "7e946cc0", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from py_wake.deficit_models.gaussian import BlondelSuperGaussianDeficit2023\n", "plot_wake_deficit_map(BlondelSuperGaussianDeficit2023())" ] }, { "cell_type": "markdown", "id": "42bf38c4", "metadata": {}, "source": [ "## FugaDeficit\n", "\n", "The FugaDeficit model calculates the wake deficit based on a set of look-up tables computed by a linearized RANS solver. The look-up tables are created in advance using the [Fuga GUI](https://orbit.dtu.dk/en/publications/developments-of-the-offshore-wind-turbine-wake-model-fuga).\n", "\n", "The most important parameters to create the look-up tables are:\n", "\n", "- Wind turbine diameter\n", "- Wind tubine hub height\n", "- Terrain roughness length\n", "- Lower and upper height of output domain (if, for example, the wake is to be studied around the rotor only or for a whole wind farm)\n", "\n", "The FugaDeficit model can model the near wake, far wake and blockage deficit." ] }, { "cell_type": "code", "execution_count": 16, "id": "d1659e7a", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import py_wake\n", "from py_wake.deficit_models import FugaDeficit\n", "\n", "# Path to Fuga look-up tables\n", "lut_path = os.path.dirname(py_wake.__file__)+'/tests/test_files/fuga/2MW/Z0=0.03000000Zi=00401Zeta0=0.00E+00.nc'\n", "\n", "plot_wake_deficit_map(FugaDeficit(lut_path))" ] }, { "cell_type": "markdown", "id": "0eb9dfbb", "metadata": {}, "source": [ "## GCLDeficit\n", "\n", "Implemented according to Larsen, G. C. (2009), \"A simple stationary semi-analytical wake model\", Risø National Laboratory for Sustainable Energy, Technical University of Denmark. Denmark. Forskningscenter Risoe. Risoe-R, No. 1713(EN).\n", "\n", "It is based on an analytical solution of the thin shear layer approximation of the NS equations. The wake flow fields are assumed rotationally symmetric, and the rotor inflow fields are consistently assumed uniform. The effect of expansion is approximately accounted for by imposing suitable empirical downstream boundary conditions on the wake expansion that depend on the rotor thrust and the ambient turbulence conditions, respectively." ] }, { "cell_type": "code", "execution_count": 17, "id": "a9b26af6", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from py_wake.deficit_models import GCLDeficit\n", "plot_wake_deficit_map(GCLDeficit())" ] }, { "cell_type": "markdown", "id": "29662b9b", "metadata": {}, "source": [ "## Comparing wake deficit models" ] }, { "cell_type": "code", "execution_count": 20, "id": "d58e479e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "NOJDeficit\n", "FugaDeficit\n", "FugaMultiLUTDeficit\n", "FugaYawDeficit\n", "BastankhahGaussianDeficit\n", "BlondelSuperGaussianDeficit2020\n", "BlondelSuperGaussianDeficit2023\n", "CarbajofuertesGaussianDeficit\n", "IEA37SimpleBastankhahGaussianDeficit\n", "NiayifarGaussianDeficit\n", "TurboGaussianDeficit\n", "ZongGaussianDeficit\n", "GCLDeficit\n", "NoWakeDeficit\n", "NOJLocalDeficit\n", "TurboNOJDeficit\n" ] } ], "source": [ "#printing all available wake deficit models in PyWake\n", "from py_wake.utils.model_utils import get_models\n", "from py_wake.deficit_models.deficit_model import WakeDeficitModel\n", "\n", "deficitModels = get_models(WakeDeficitModel)\n", "for deficitModel in deficitModels:\n", " print (deficitModel.__name__)" ] }, { "cell_type": "markdown", "id": "f6b84048", "metadata": {}, "source": [ "**1) Deficit along center line**" ] }, { "cell_type": "code", "execution_count": 21, "id": "ea5c7391", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=((16,6)))\n", "for i, deficitModel in enumerate(deficitModels):\n", " fm = get_flow_map(deficitModel(), XYGrid(x=np.linspace(-200,800,300), y=0))\n", " plt.plot(fm.x, 10-fm.WS_eff.squeeze(), ('-','--')[i//10], label=deficitModel.__name__)\n", "setup_plot(title=\"Center line deficit\", xlabel='x/D', ylabel='Deficit [m/s]')" ] }, { "cell_type": "markdown", "id": "325db7a2", "metadata": {}, "source": [ "**2) Deficit profile downstream**" ] }, { "cell_type": "code", "execution_count": 22, "id": "c5f00d1d", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "for d in 2,8,20:\n", " plt.figure(figsize=((12,6)))\n", " for i, deficitModel in enumerate(deficitModels):\n", " fm = get_flow_map(deficitModel(), XYGrid(x=d*D, y=np.linspace(-200,200,300)))\n", " plt.plot(fm.y, 10-fm.WS_eff.squeeze(), ('-','--')[i//10], label=deficitModel.__name__)\n", " plt.title(f'Deficit profile {d}D downstream')\n", " plt.legend()" ] }, { "cell_type": "markdown", "id": "f0ca4d8b", "metadata": {}, "source": [ "## Implement your own deficit models\n", "\n", "Deficit models must subclass `DeficitModel`and thus must implement the `calc_deficit` method and a class variable, `args4deficit` specifying the arguments required by its `calc_deficit` method\n", "\n", "```python \n", "class DeficitModel(ABC):\n", " args4deficit = ['WS_ilk', 'dw_ijlk']\n", "\n", " @abstractmethod\n", " def calc_deficit(self):\n", " \"\"\"Calculate wake deficit caused by the x'th most upstream wind turbines\n", " for all wind directions(l) and wind speeds(k) on a set of points(j)\n", "\n", " This method must be overridden by subclass\n", "\n", " Arguments required by this method must be added to the class list\n", " args4deficit\n", "\n", " See class documentation for examples and available arguments\n", "\n", " Returns\n", " -------\n", " deficit_ijlk : array_like\n", " \"\"\"\n", "```" ] }, { "cell_type": "code", "execution_count": 23, "id": "0158fbf0", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from py_wake.deficit_models.deficit_model import WakeDeficitModel\n", "from numpy import newaxis as na\n", "class MyDeficitModel(WakeDeficitModel):\n", "\n", " def calc_deficit(self, WS_ilk, dw_ijlk, cw_ijlk,**_):\n", " # 30% deficit in downstream triangle\n", " ws_10pct_ijlk = 0.3*WS_ilk[:,na]\n", " triangle_ijlk = (self.wake_radius(dw_ijlk=dw_ijlk)>cw_ijlk)\n", " return ws_10pct_ijlk *triangle_ijlk\n", "\n", " def wake_radius(self, dw_ijlk, **_):\n", " return (.2*dw_ijlk)\n", "\n", "plot_wake_deficit_map(MyDeficitModel())" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.13" } }, "nbformat": 4, "nbformat_minor": 5 }