{ "cells": [ { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "# Tidal Power Performance Analysis\n", "\n", "The following example demonstrates a simple workflow for conducting the power performance analysis of a turbine, given turbine specifications, power data, and Acoustic Doppler Current Profiler (ADCP) water measurements.\n", "\n", "In this case, the turbine specifications can be broken down into\n", " 1. Shape of the rotor's swept area\n", " 2. Turbine rotor diameter/height and width\n", " 3. Turbine hub height (center of swept area)\n", "\n", "Additional data needed:\n", " - Power data from the current energy converter (CEC)\n", " - 2-dimensional water velocity data\n", "\n", "In this jupyter notebook, we'll be covering the following three topics:\n", " 1. CEC power-curve\n", " 2. Velocity profiles\n", " 3. CEC efficiency profile (or power coefficient profile)\n", "\n", "Start by importing the necessary tools:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "scrolled": true }, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "from mhkit.tidal import performance\n", "from mhkit.dolfyn import load" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "In this case, we'll use ADCP data from the ADCP example notebook. I am importing a dataset from the ADCP example notebook. This data retains the original timestamps (1 Hz sampling frequency) and was rotated into the principal coordinate frame (streamwise-cross_stream-up)." ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "scrolled": true }, "outputs": [], "source": [ "# Open processed ADCP dataset\n", "ds = load(\"data/tidal/adcp.principal.a1.20200815.nc\")" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Next, since we don't have power data, we'll invent a mock timeseries based off the cube of water velocity, just to have something to work with." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "# Streamwise and hub-height water velocity\n", "streamwise_vel = ds[\"vel\"].sel(dir=\"streamwise\")\n", "hub_height_vel = abs(streamwise_vel.isel(range=10))\n", "\n", "# Emulate power data\n", "power = hub_height_vel**3 * 1e5\n", "# Emulate cut-in speed by setting power at flow speeds below 0.5 m/s to 0 W\n", "power = power.where(abs(streamwise_vel.mean(\"range\")) > 0.5, 0)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "The first step for any of the following calculations is to first split velocity into ebb and flood tide. You'll need some background information on the site to know which direction is positive and which is negative in the data." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "ebb = streamwise_vel.where(streamwise_vel > 0)\n", "flood = streamwise_vel.where(streamwise_vel < 0)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "With the ebb and flood velocities, we can also divide the power data into that for ebb and flood tides." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "# Make sure ebb and flood are on same timestamps\n", "power = power.interp(time=streamwise_vel[\"time\"])\n", "\n", "power_ebb = power.where(~ebb.mean(\"range\").isnull(), 0)\n", "power_flood = power.where(~flood.mean(\"range\").isnull(), 0)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "### Power-curve\n", "\n", "Now with power and velocity divided into ebb and flood tides, we can calculate the power curve for the CEC in both conditions\n" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "power_curve_ebb = performance.power_curve(\n", " power_ebb,\n", " velocity=ebb,\n", " hub_height=4.2,\n", " doppler_cell_size=0.5,\n", " sampling_frequency=1,\n", " window_avg_time=600,\n", " turbine_profile=\"circular\",\n", " diameter=3,\n", " height=None,\n", " width=None,\n", ")\n", "power_curve_flood = performance.power_curve(\n", " power_flood,\n", " velocity=flood,\n", " hub_height=4.2,\n", " doppler_cell_size=0.5,\n", " sampling_frequency=1,\n", " window_avg_time=600,\n", " turbine_profile=\"circular\",\n", " diameter=3,\n", " height=None,\n", " width=None,\n", ")" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
U_avgU_avg_power_weightedP_avgP_stdP_maxP_min
U_bins
(0.0, 0.1]0.0674590.0000000.0000000.0000000.0000000.000000
(0.1, 0.2]0.1156140.0000000.0000000.0000000.0000000.000000
(0.2, 0.3]0.2496760.2256390.0000000.0000000.0000000.000000
(0.3, 0.4]0.3396000.3155610.0000000.0000000.0000000.000000
(0.4, 0.5]0.4593930.4372492890.7249862660.8100225551.535008229.914964
(0.5, 0.6]0.5485070.53297419677.3435184645.89093624323.23445415031.452582
(0.6, 0.7]0.6714490.65536240369.4355173679.26013545506.30667737083.470337
(0.7, 0.8]0.7261890.70484552413.9720242856.73714257360.86147350670.102583
(0.8, 0.9]0.8439580.82591679944.0008559798.56967496206.92802566531.815452
(0.9, 1.0]0.9387010.920960103970.0421755828.263891112163.97743499100.055332
(1.0, 1.1]1.0466071.026293148511.10000818809.350864171583.550611124179.073981
(1.1, 1.2]1.1473481.127691200340.8205816299.518554209073.741656187772.752668
\n", "
" ], "text/plain": [ " U_avg U_avg_power_weighted P_avg P_std \\\n", "U_bins \n", "(0.0, 0.1] 0.067459 0.000000 0.000000 0.000000 \n", "(0.1, 0.2] 0.115614 0.000000 0.000000 0.000000 \n", "(0.2, 0.3] 0.249676 0.225639 0.000000 0.000000 \n", "(0.3, 0.4] 0.339600 0.315561 0.000000 0.000000 \n", "(0.4, 0.5] 0.459393 0.437249 2890.724986 2660.810022 \n", "(0.5, 0.6] 0.548507 0.532974 19677.343518 4645.890936 \n", "(0.6, 0.7] 0.671449 0.655362 40369.435517 3679.260135 \n", "(0.7, 0.8] 0.726189 0.704845 52413.972024 2856.737142 \n", "(0.8, 0.9] 0.843958 0.825916 79944.000855 9798.569674 \n", "(0.9, 1.0] 0.938701 0.920960 103970.042175 5828.263891 \n", "(1.0, 1.1] 1.046607 1.026293 148511.100008 18809.350864 \n", "(1.1, 1.2] 1.147348 1.127691 200340.820581 6299.518554 \n", "\n", " P_max P_min \n", "U_bins \n", "(0.0, 0.1] 0.000000 0.000000 \n", "(0.1, 0.2] 0.000000 0.000000 \n", "(0.2, 0.3] 0.000000 0.000000 \n", "(0.3, 0.4] 0.000000 0.000000 \n", "(0.4, 0.5] 5551.535008 229.914964 \n", "(0.5, 0.6] 24323.234454 15031.452582 \n", "(0.6, 0.7] 45506.306677 37083.470337 \n", "(0.7, 0.8] 57360.861473 50670.102583 \n", "(0.8, 0.9] 96206.928025 66531.815452 \n", "(0.9, 1.0] 112163.977434 99100.055332 \n", "(1.0, 1.1] 171583.550611 124179.073981 \n", "(1.1, 1.2] 209073.741656 187772.752668 " ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "power_curve_flood" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Next we can plot the two power curves. A velocity bin is missing in the ebb tide power curve in this example because the data is so short, there are no samples for that bin." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def plot_power_curve(P_curve, ax):\n", " ax.plot(P_curve[\"U_avg\"], P_curve[\"P_avg\"], \"-o\", color=\"C0\", label=\"Avg Power\")\n", " ax.plot(\n", " P_curve[\"U_avg\"],\n", " (P_curve[\"P_avg\"] - P_curve[\"P_std\"]),\n", " \"--+\",\n", " color=\"C1\",\n", " label=\"Power - 1 Std Dev\",\n", " )\n", " ax.plot(\n", " P_curve[\"U_avg\"],\n", " (P_curve[\"P_avg\"] + P_curve[\"P_std\"]),\n", " \"-+\",\n", " color=\"C1\",\n", " label=\"Power + 1 Std Dev\",\n", " )\n", " ax.plot(P_curve[\"U_avg\"], P_curve[\"P_min\"], \"--x\", color=\"C2\", label=\"Min Power\")\n", " ax.plot(P_curve[\"U_avg\"], P_curve[\"P_max\"], \"-x\", color=\"C2\", label=\"Max Power\")\n", " ax.set(xlabel=\"Flow Speed at Hub Height [m/s]\", ylabel=\"Power [W]\")\n", " ax.legend()\n", "\n", "\n", "fig, ax = plt.subplots(1, 2, figsize=(10, 7))\n", "plot_power_curve(power_curve_ebb, ax[0])\n", "plot_power_curve(power_curve_flood, ax[1])" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "### Velocity Profiles\n", "Various velocity profiles can be created next from the water velocity data, and we can do this again with ebb and flood tide. These functions are following three steps:\n", " 1. Reshape the data into bins by time (ensembles)\n", " 2. Apply a function to the ensembles to get ensemble statistics (mean, root-mean-square (RMS), or standard devation)\n", " 3. Regroup and bin the ensemble statistics by flow speed\n", "\n", "These profiles are created using the `velocity_profiles` method, and a profile is specified using the \"function\" argument. For the average velocity profiles, we'll set the function = 'mean'.\n" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "avg_profile_ebb = performance.velocity_profiles(\n", " velocity=ebb,\n", " hub_height=4.2,\n", " water_depth=10,\n", " sampling_frequency=1,\n", " window_avg_time=600,\n", " function=\"mean\",\n", ")\n", "avg_profile_flood = performance.velocity_profiles(\n", " velocity=ebb,\n", " hub_height=4.2,\n", " water_depth=10,\n", " sampling_frequency=1,\n", " window_avg_time=600,\n", " function=\"mean\",\n", ")" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "### RMS Tidal Velocity\n", "\n", "For RMS velocity profiles, we'll set the function = 'rms'." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "rms_profile_ebb = performance.velocity_profiles(\n", " velocity=ebb,\n", " hub_height=4.2,\n", " water_depth=10,\n", " sampling_frequency=1,\n", " window_avg_time=600,\n", " function=\"rms\",\n", ")\n", "rms_profile_flood = performance.velocity_profiles(\n", " velocity=ebb,\n", " hub_height=4.2,\n", " water_depth=10,\n", " sampling_frequency=1,\n", " window_avg_time=600,\n", " function=\"rms\",\n", ")" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "### Std Dev Tidal Velocity\n", "\n", "And to get the standard deviation, we'll set function = 'std'." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "std_profile_ebb = performance.velocity_profiles(\n", " velocity=ebb,\n", " hub_height=4.2,\n", " water_depth=10,\n", " sampling_frequency=1,\n", " window_avg_time=600,\n", " function=\"std\",\n", ")\n", "std_profile_flood = performance.velocity_profiles(\n", " velocity=ebb,\n", " hub_height=4.2,\n", " water_depth=10,\n", " sampling_frequency=1,\n", " window_avg_time=600,\n", " function=\"std\",\n", ")" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Finally, we can plot these variables together based on ebb and flood tides. The following code plots the mean and RMS profiles as line plots with \"x\" and \"+\" markers, respectively, and shades the area between +/- 1 standard deviation from the mean." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Flood Tide')" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def plot_velocity_profiles(avg_profile, rms_profile, std_profile, ax):\n", " alt = avg_profile.index\n", " mean = avg_profile.values.T\n", " rms = rms_profile.values.T\n", " std = std_profile.values.T\n", "\n", " ax.plot(mean[0], alt, \"-x\", label=avg_profile.columns[0])\n", " ax.plot(mean[1], alt, \"-x\", label=avg_profile.columns[1])\n", " ax.plot(mean[2], alt, \"-x\", label=avg_profile.columns[2])\n", "\n", " ax.fill_betweenx(alt, mean[0] - std[0], mean[0] + std[0], facecolor=\"lightblue\")\n", " ax.fill_betweenx(alt, mean[1] - std[1], mean[1] + std[1], facecolor=\"moccasin\")\n", " ax.fill_betweenx(alt, mean[2] - std[2], mean[2] + std[2], facecolor=\"palegreen\")\n", "\n", " ax.plot(rms[0], alt, \"+\", color=\"C0\")\n", " ax.plot(rms[1], alt, \"+\", color=\"C1\")\n", " ax.plot(rms[2], alt, \"+\", color=\"C2\")\n", " ax.set(xlabel=\"Water Velocity [m/s]\", ylabel=\"Altitude [m]\", ylim=(0, 10))\n", " ax.legend()\n", "\n", "\n", "fig, ax = plt.subplots(1, 2, figsize=(10, 7))\n", "plot_velocity_profiles(avg_profile_ebb, rms_profile_ebb, std_profile_ebb, ax[0])\n", "ax[0].set_title(\"Ebb Tide\")\n", "plot_velocity_profiles(avg_profile_flood, rms_profile_flood, std_profile_flood, ax[1])\n", "ax[1].set_title(\"Flood Tide\")" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "### Current Energy Converter Efficiency\n", "\n", "The CEC efficiency, or device power coefficient, can be found using the `device_efficiency` method." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "efficiency_ebb = performance.device_efficiency(\n", " power=power_ebb,\n", " velocity=ebb,\n", " water_density=ds[\"water_density\"],\n", " capture_area=np.pi * 1.5**2,\n", " hub_height=4.2,\n", " sampling_frequency=1,\n", " window_avg_time=600,\n", ")\n", "efficiency_flood = performance.device_efficiency(\n", " power=power_flood,\n", " velocity=flood,\n", " water_density=ds[\"water_density\"],\n", " capture_area=np.pi * 1.5**2,\n", " hub_height=4.2,\n", " sampling_frequency=1,\n", " window_avg_time=600,\n", ")" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "And these efficiency curves can be plotted as profiles:" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Flood Tide')" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def plot_efficiency(efficiency, ax):\n", " means = efficiency.U_avg.values.T\n", " eta = efficiency.Efficiency.values.T\n", " ax.plot(means, eta, \"-o\")\n", " ax.set(xlabel=\"Hub Height Flow Velocity [m/s]\", ylabel=\"Efficiency [%]\")\n", "\n", "\n", "fig, ax = plt.subplots(1, 2, figsize=(7, 6))\n", "plot_efficiency(efficiency_ebb, ax[0])\n", "ax[0].set_title(\"Ebb Tide\")\n", "plot_efficiency(efficiency_flood, ax[1])\n", "ax[1].set_title(\"Flood Tide\")" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "base", "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": "3.11.7" }, "vscode": { "interpreter": { "hash": "357206ab7e4935423e95e994af80e27e7e6c0672abcebb9d86ab743298213348" } } }, "nbformat": 4, "nbformat_minor": 4 }