{ "cells": [ { "cell_type": "markdown", "id": "ad3f0bd8", "metadata": {}, "source": [ "# Super Gaussian Wake Deficit Model" ] }, { "cell_type": "markdown", "id": "982159b7", "metadata": {}, "source": [ "This notebook reproduces the results of the paper describing the super gaussian wake model:\n", " \n", "Blondel and Cathelain: _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." ] }, { "cell_type": "code", "execution_count": 1, "id": "753f4621", "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": "markdown", "id": "39786ca5", "metadata": {}, "source": [ "### Loading objects" ] }, { "cell_type": "code", "execution_count": 2, "id": "bb7a1a86", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "from py_wake.examples.data.hornsrev1 import Hornsrev1Site, V80\n", "windTurbines = V80()\n", "site = Hornsrev1Site()\n", "\n", "# general variables used for calculations\n", "wt_x, wt_y = [0], [0]\n", "U_inf = 10\n", "D = windTurbines.diameter()\n", "h = windTurbines.hub_height()\n", "y = np.linspace(-1*D, 1*D, 120)" ] }, { "cell_type": "markdown", "id": "db7caf93", "metadata": {}, "source": [ "### Defining wind farm model\n", "\n", "In this example we use the class `Blondel_Cathelain_2020` for the wind farm model as it corresponds to the calibrated parameters shown in the reference paper. As default, the wakes are added linearly following Shapiro (2019) https://www.mdpi.com/1996-1073/12/15/2956 and there is no turbulence model. However the Crespo Hernandez is recommended and used to account for the turbulence intensity within the velocity deficit calculation." ] }, { "cell_type": "code", "execution_count": 5, "id": "f3cc03fd", "metadata": {}, "outputs": [], "source": [ "from py_wake.literature.gaussian_models import Blondel_Cathelain_2020\n", "from py_wake.turbulence_models import CrespoHernandez\n", "\n", "wfm = Blondel_Cathelain_2020(site, windTurbines, turbulenceModel=CrespoHernandez())" ] }, { "cell_type": "markdown", "id": "84b08d16", "metadata": {}, "source": [ "The cases to be replicated correspond to Figures 3 and 4 for the normalized velocity deficit at three downstream distances from the turbine's rotor, for cases of low and high turbulence. The cases chosen are:\n", "\n", "- CT = 0.43, TI = 5%\n", "- CT = 0.73, TI = 12%" ] }, { "cell_type": "code", "execution_count": 6, "id": "815e64fb", "metadata": {}, "outputs": [], "source": [ "# getting points extracted from paper\n", "\n", "def get_data(path_data):\n", " data = np.genfromtxt(path_data)\n", "\n", " points_x = data[:,0]\n", " points_y = data[:,1]\n", " \n", " return points_x, points_y" ] }, { "cell_type": "markdown", "id": "51688a56", "metadata": {}, "source": [ "### Low turbulence case\n", "\n", "Specifying path for data files and getting points." ] }, { "cell_type": "code", "execution_count": 7, "id": "064e46b8", "metadata": {}, "outputs": [], "source": [ "# x/D = 2\n", "path_2xD_l = r\"data/Super_Gaussian/2_x_D_lowti.dat\"\n", "\n", "xd_2_points_l, yd_2_points_l = get_data(path_2xD_l)\n", "\n", "# x/D = 4\n", "path_4xD_l = r\"data/Super_Gaussian/4_x_D_lowti.dat\"\n", "\n", "xd_4_points_l, yd_4_points_l = get_data(path_4xD_l)\n", "\n", "# x/D = 8\n", "path_8xD_l = r\"data/Super_Gaussian/8_x_D_lowti.dat\"\n", "\n", "xd_8_points_l, yd_8_points_l = get_data(path_8xD_l)\n", "\n", "x_points_l = [xd_2_points_l, xd_4_points_l, xd_8_points_l]\n", "y_points_l = [yd_2_points_l, yd_4_points_l, yd_4_points_l]" ] }, { "cell_type": "code", "execution_count": 8, "id": "1ad9f442", "metadata": {}, "outputs": [], "source": [ "# selecting corresponding ti and CT\n", "\n", "ti = 0.05\n", "\n", "windTurbines.ct = lambda ws, **kwargs: 0.43\n", "\n", "simres_l = wfm(wt_x, wt_y, wd=270, ws=U_inf, TI=ti)" ] }, { "cell_type": "code", "execution_count": 9, "id": "acab98e9", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.2, 'Figure 3')" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "xD = [2*D, 4*D, 8*D]\n", "\n", "lines = []\n", "fig, ax = plt.subplots(1,3, sharey=True, figsize=(10,3))\n", "for i, x_D in enumerate(xD):\n", " U = simres_l.flow_box(x=x_D, y=y, h=h).WS_eff.values.flatten()\n", " l, = ax[i].plot(1 - U/U_inf, y/D, 'b-')\n", " l1, = ax[0].plot(xd_2_points_l, yd_2_points_l, 'y--')\n", " l2, = ax[1].plot(xd_4_points_l, yd_4_points_l, 'y--')\n", " l3, = ax[2].plot(xd_8_points_l, yd_8_points_l, 'y--')\n", " lines.append(l)\n", " \n", " ax[i].set_ylim(-1, 1)\n", " ax[i].set_xlim(0, 0.5)\n", " ax[i].set_title(f'x/D = {x_D/D}')\n", " ax[0].set_ylabel('y/D [-]')\n", " ax[i].set_xlabel('1 - U / U_$\\infty$ [-]')\n", " ax[i].grid(linestyle='--')\n", "\n", "fig.legend((lines[0], l1), ('PyWake', 'Blondel & Cathelain (2020)'), ncol=2, loc='upper center', bbox_to_anchor=(0, 0, 1.05, 1.1), numpoints=1, scatterpoints=1)\n", "fig.suptitle('Figure 3', y=1.2)" ] }, { "cell_type": "markdown", "id": "a6183fb7", "metadata": {}, "source": [ "### High turbulence case\n", "\n", "Specifying path for data files and getting points." ] }, { "cell_type": "code", "execution_count": 10, "id": "306f9a4f", "metadata": {}, "outputs": [], "source": [ "# x/D = 2\n", "path_2xD_h = r\"data/Super_Gaussian/2_x_D_highti.dat\"\n", "\n", "xd_2_points_h, yd_2_points_h = get_data(path_2xD_h)\n", "\n", "# x/D = 4\n", "path_4xD_h = r\"data/Super_Gaussian/4_x_D_highti.dat\"\n", "\n", "xd_4_points_h, yd_4_points_h = get_data(path_4xD_h)\n", "\n", "# x/D = 8\n", "path_8xD_h = r\"data/Super_Gaussian/8_x_D_highti.dat\"\n", "\n", "xd_8_points_h, yd_8_points_h = get_data(path_8xD_h)\n", "\n", "x_points_h = [xd_2_points_h, xd_4_points_h, xd_8_points_h]\n", "y_points_h = [yd_2_points_h, yd_4_points_h, yd_4_points_h]" ] }, { "cell_type": "code", "execution_count": 11, "id": "168726f9", "metadata": {}, "outputs": [], "source": [ "# selecting corresponding ti and CT\n", "\n", "ti = 0.12\n", "\n", "windTurbines.ct = lambda ws, **kwargs: 0.73\n", "\n", "simres_h = wfm(wt_x, wt_y, wd=270, ws=U_inf, TI=ti)" ] }, { "cell_type": "code", "execution_count": 12, "id": "977e9e0c", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.2, 'Figure 4')" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "xD = [2*D, 4*D, 8*D]\n", "\n", "lines = []\n", "fig, ax = plt.subplots(1,3, sharey=True,figsize=(10,3))\n", "for i, x_D in enumerate(xD):\n", " U = simres_h.flow_box(x=x_D, y=y, h=h).WS_eff.values.flatten()\n", " l, = ax[i].plot(1 - U/U_inf, y/D, 'b-')\n", " l1, = ax[0].plot(xd_2_points_h, yd_2_points_h, 'y--')\n", " l2, = ax[1].plot(xd_4_points_h, yd_4_points_h, 'y--')\n", " l3, = ax[2].plot(xd_8_points_h, yd_8_points_h, 'y--')\n", " lines.append(l)\n", " \n", " ax[i].set_ylim(-1, 1)\n", " ax[i].set_xlim(0, 0.5)\n", " ax[i].set_title(f'x/D = {x_D/D}')\n", " ax[0].set_ylabel('y/D [-]')\n", " ax[i].set_xlabel('1 - U / U_$\\infty$ [-]')\n", " ax[i].grid(linestyle='--')\n", "\n", "fig.legend((lines[0], l1), ('PyWake', 'Blondel & Cathelain (2020)'), ncol=2, loc='upper center', bbox_to_anchor=(0, 0, 1.05, 1.1), numpoints=1, scatterpoints=1)\n", "fig.suptitle('Figure 4', y=1.2)" ] }, { "cell_type": "markdown", "id": "053727b9", "metadata": {}, "source": [ "### Comparison with measurements" ] }, { "cell_type": "markdown", "id": "2017a281", "metadata": {}, "source": [ "The implementation of the model is now compared to data from experimental campaigns as well as the analytical model derived by the authors. A set of data containing lidar measurements is used for the comparison, at the wake behind a full scale wind turbine. Two cases were recorded: stable and nearly neutral atmosphere; however for the purpose of this example only a high turbulence case in the nearly neutral atmosphere will be considered, as it also contains LES data from a SOFWA (Simulator fOrWind Farm Applications; Churchfield et al., 2012) simulation.\n", "\n", "The case to be studied corresponds to:\n", "\n", "**High turbulence example**\n", "\n", "- CT: 0.75, TI: 10.7%" ] }, { "cell_type": "markdown", "id": "52c60db0", "metadata": {}, "source": [ "Specifying path for data files and getting points." ] }, { "cell_type": "code", "execution_count": 13, "id": "a47c96ac", "metadata": {}, "outputs": [], "source": [ "# high turbulence case - measurements\n", "\n", "# x/D = 2\n", "path_2xD_mh = r\"data/Super_Gaussian/2_x_D_meas_highti.dat\"\n", "\n", "xd_2_points_mh, yd_2_points_mh = get_data(path_2xD_mh)\n", "\n", "# x/D = 5\n", "path_5xD_mh = r\"data/Super_Gaussian/5_x_D_meas_highti.dat\"\n", "\n", "xd_5_points_mh, yd_5_points_mh = get_data(path_5xD_mh)\n", "\n", "# high turbulence case - LES\n", "\n", "# x/D = 2\n", "path_2xD_les = r\"data/Super_Gaussian/2_x_D_LES_highti.dat\"\n", "\n", "xd_2_points_les, yd_2_points_les = get_data(path_2xD_les)\n", "\n", "# x/D = 5\n", "path_5xD_les = r\"data/Super_Gaussian/5_x_D_LES_highti.dat\"\n", "\n", "xd_5_points_les, yd_5_points_les = get_data(path_5xD_les)\n", "\n", "# high turbulence case - super gaussian analytical\n", "\n", "path_2xD_sp = r\"data/Super_Gaussian/2_x_D_sp_highti.dat\"\n", "\n", "xd_2_points_sp, yd_2_points_sp = get_data(path_2xD_sp)\n", "\n", "path_5xD_sp = r\"data/Super_Gaussian/5_x_D_sp_highti.dat\"\n", "\n", "xd_5_points_sp, yd_5_points_sp = get_data(path_5xD_sp)" ] }, { "cell_type": "code", "execution_count": 14, "id": "e14d4eb7", "metadata": {}, "outputs": [], "source": [ "# selecting corresponding ti and CT\n", "\n", "ti = 0.107\n", "\n", "windTurbines.ct = lambda ws, **kwargs: 0.75\n", "\n", "simres_mh = wfm(wt_x, wt_y, wd=270, ws=U_inf, TI=ti)" ] }, { "cell_type": "code", "execution_count": 15, "id": "ac811030", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1, 'Figure 5')" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, (ax1, ax2) = plt.subplots(1, 2, sharey=True, figsize=(15,5))\n", "\n", "offset = -0.06478737727060202\n", "\n", "U_2xd = simres_mh.flow_box(x=2*D, y=y, h=h).WS_eff.values.flatten()\n", "\n", "ax1.plot(1 - U_2xd/U_inf, y/D + offset, label='PyWake')\n", "ax1.plot(xd_2_points_sp, yd_2_points_sp, label='Blondel & Cathelain')\n", "ax1.scatter(xd_2_points_les, yd_2_points_les, marker='v', facecolor='purple', label='LES')\n", "ax1.scatter(xd_2_points_mh, yd_2_points_mh, marker='o', facecolor='None', edgecolor= 'blue',label='Measurements')\n", "ax1.set_title('x/D = 2')\n", "ax1.set_ylim([-1,1])\n", "ax1.set_xlim([0,0.65])\n", "ax1.set_ylabel('y/D [-]')\n", "ax1.set_xlabel('1 - U / U_$\\infty$ [-]')\n", "ax1.legend(loc='upper right')\n", "\n", "offset = -0.1738105526986733\n", "\n", "U_5xd = simres_mh.flow_box(x=5*D, y=y, h=h).WS_eff.values.flatten()\n", "\n", "ax2.plot(1 - U_5xd/U_inf, y/D + offset, label='PyWake')\n", "ax2.plot(xd_5_points_sp, yd_5_points_sp, label='Blondel & Cathelain')\n", "ax2.scatter(xd_5_points_les, yd_5_points_les, marker='v', facecolor='purple', label='LES')\n", "ax2.scatter(xd_5_points_mh, yd_5_points_mh, marker='o', facecolor='None', edgecolor= 'blue',label='Measurements') \n", "ax2.set_title('x/D = 5')\n", "ax2.set_ylim([-1,1])\n", "ax2.set_xlim([0,0.65])\n", "ax2.set_xlabel('1 - U / U_$\\infty$ [-]')\n", "ax2.legend(loc='upper right')\n", "\n", "fig.suptitle('Figure 5', y=1)" ] }, { "cell_type": "markdown", "id": "0d86fcc7", "metadata": {}, "source": [ "The model seems to capture the wake profile pretty well in the near wake, however it tends to overestimate the maximum velocity deficit at the far wake." ] } ], "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 }