{ "cells": [ { "cell_type": "markdown", "id": "c1899c0d", "metadata": {}, "source": [ "# Noise\n", "\n", "PyWake contains a simple noise-progagation model, `ISONoise`, which models the sound-pressure level from a number of sound sources (wind turbines) at a number of receivers taking into account:\n", "\n", "- Spherical geometrical spreading (DSF/ISO/DIS 9613-2)\n", "- Ground reflection/absorption (DSF/ISO/DIS 9613-2)\n", "- Atmospheric absorption (DS/ISO 9613-1:1993)\n", "\n", "\n", "The model is based on the iso standards:\n", "\n", "```\n", "DSF/ISO/DIS 9613-2\n", "Acoustics – Attenuation of sound during propagation – Part 2:\n", "Engineering method for the prediction of sound pressure levels outdoors\n", "```\n", "\n", "and\n", "\n", "```\n", "DS/ISO 9613-1:1993\n", "Akustik. Måling og beskrivelse af ekstern støj. Lydudbredelsesdæmpning udendørs. Del 1:\n", "Metode til beregning af luftabsorption\n", "```\n", "\n", "The implementation and interface is preliminary and may be subject to changes" ] }, { "cell_type": "code", "execution_count": 0, "id": "6847024b", "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": 1, "id": "2a111c06", "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "from py_wake.noise_models.iso import ISONoiseModel\n", "\n", "from py_wake.deficit_models.gaussian import ZongGaussian\n", "from py_wake.flow_map import XYGrid\n", "from py_wake.turbulence_models.crespo import CrespoHernandez\n", "from py_wake.site._site import UniformSite\n", "from py_wake.examples.data.swt_dd_142_4100_noise.swt_dd_142_4100 import SWT_DD_142_4100\n", "from py_wake.utils.layouts import rectangle\n", "from py_wake.utils.plotting import setup_plot" ] }, { "cell_type": "markdown", "id": "740f48f6", "metadata": {}, "source": [ "## Sound source\n", "\n", "To model the emitted sound from the wind turbine sources, the `WindTurbine` object must contain a `sound_power_level`-function.\n", "\n", "An example wind turbine, `SWT_DD_142_4100`, is implemented in `py_wake.examples.data.swt_dd_142_4100_noise.swt_dd_142_4100` based on power, ct and noise data from the wind turbine catalogue in [WindPro](https://www.emd-international.com/software/) (demo version).\n", "\n", "This wind turbine are able to operate at 7 different modes with reduced power and noise." ] }, { "cell_type": "code", "execution_count": 2, "id": "164150ac", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "wt = SWT_DD_142_4100()\n", "\n", "ax1,ax2 = plt.subplots(1,2,figsize=(16,6))[1]\n", "ws = np.arange(3, 26)\n", "for m in range(7):\n", " ax1.plot(ws, wt.power(ws, mode=m) / 1000, label=f'mode: {m}')\n", " ax2.plot(ws, wt.ds.LwaRef.sel(mode=m, ws=ws), label=f'mode: {m}')\n", "\n", "setup_plot(ax=ax1, xlabel='Wind speed [m/s]', ylabel='Power [kW]')\n", "setup_plot(ax=ax2, xlabel='Wind speed [m/s]', ylabel='Lwa [db]')" ] }, { "cell_type": "markdown", "id": "d1830b58", "metadata": {}, "source": [ "Furthermore, the sound-power level is available as a function of mode, wind speed and frequency " ] }, { "cell_type": "code", "execution_count": 3, "id": "905520d5", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "for m in range(7):\n", " freq, sound_power = wt.sound_power_level(ws=10, mode=m)\n", " plt.plot(freq, sound_power[0], label=f'mode: {m}')\n", "setup_plot(xlabel='Frequency [Hz]', ylabel='Sound power level [dB]', title=\"10 m/s\")" ] }, { "cell_type": "markdown", "id": "ccf5f056", "metadata": {}, "source": [ "## Noise at receivers\n", "To model the noise at specific receiver positions, we first need to setup a `WindFarmModel´ and run a simulation" ] }, { "cell_type": "code", "execution_count": 4, "id": "8e7a2ed7", "metadata": {}, "outputs": [], "source": [ "wt = SWT_DD_142_4100()\n", "wfm = ZongGaussian(UniformSite(), wt, turbulenceModel=CrespoHernandez())\n", "x, y = rectangle(5, 5, 5 * wt.diameter())\n", "sim_res = wfm(x, y, wd=270, ws=8, mode=[0,0,6,0,0])" ] }, { "cell_type": "markdown", "id": "e9341670", "metadata": {}, "source": [ "In this case the wind farm consist of 5 wind turbines in a row aligned with the wind. \n", "Wind turbines, 0,1 and 3,4 operate in mode 0 while wind turbin 2 is running in the most derated and silent mode. " ] }, { "cell_type": "code", "execution_count": 5, "id": "2442c9ca", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sim_res.flow_map().plot_wake_map()\n", "plt.plot([x[0]], [1000], '.', label='Receiver 1')\n", "plt.plot([x[-1]], [1000], '.', label='Receiver 2')\n", "setup_plot(grid=False, xlabel='x coordinate [m]', ylabel='y coordinate [m]')" ] }, { "cell_type": "markdown", "id": "d14c3f22", "metadata": {}, "source": [ "We can no model the sound pressure level at the two recievers. In this case the upstream wind turbines operates at higher wind speed than the down wind turbines, and therefore a higher sound pressure level will be reveived at receiver 1. " ] }, { "cell_type": "code", "execution_count": 6, "id": "5ddd1152", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "nm = sim_res.noise_model()\n", "total_sp_jlk, spl_jlkf = nm(rec_x=[x[0], x[-1]], rec_y=[1000, 1000], rec_h=2, Temp=20, RHum=80, ground_type=0.0)\n", "plt.plot(nm.freqs, spl_jlkf[0, 0, 0], label='Receiver 1')\n", "plt.plot(nm.freqs, spl_jlkf[1, 0, 0], label='Receiver 2')\n", "setup_plot(xlabel='Frequency [Hz]', ylabel='Sound pressure level [dB]')" ] }, { "cell_type": "markdown", "id": "29d3d399", "metadata": {}, "source": [ "Finally, a sound map can be generated" ] }, { "cell_type": "code", "execution_count": 7, "id": "626f41e0", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(12,6))\n", "nmap = sim_res.noise_map(grid=XYGrid(x=np.linspace(-1000, 5000, 100), y=np.linspace(-1000, 1000, 50), h=2))\n", "nmap['Total sound pressure level'].squeeze().plot()\n", "wt.plot(x, y)" ] } ], "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" }, "toc": { "base_numbering": 1, "nav_menu": {}, "number_sections": true, "sideBar": true, "skip_h1_title": false, "title_cell": "Table of Contents", "title_sidebar": "Contents", "toc_cell": false, "toc_position": {}, "toc_section_display": true, "toc_window_display": true } }, "nbformat": 4, "nbformat_minor": 5 }