{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Reference irradiance dataset\n", "\n", "This notebook documents the quality control and subsequent removal of erroneous data in the 1976 Barstow irradiance dataset, which has been adopted as the de-facto standard dataset for shading studies of two-axis tracking collectors.\n", "\n", "The dataset contains 15-min measurements from 1976 of the irradiance components: global horizontal irradiance (GHI) and direct normal irradiance (DNI). The dataset is available from the National Renewable Energy Laboratory (NREL) and can be downloaded [here](https://www.nrel.gov/grid/solar-resource/assets/data/f06.txt). Apley (1979) was the first to use this dataset and it has since been used in numerous studies (e.g., Cumpston and Pye, 2014; Meller, 2010; Pons and Dugan, 1984; Osborn, 1980).\n", "\n", "However, the dataset contains many periods with erroneous and invalid data (e.g., periods of unfeasible high irradiance values, incorrect tracking, and irradiance at night). Particularly, the measurements of DNI were prone to errors, which is the main irradiance component utilized by two-axis tracking collectors. As noted by Meller, Y (2010), different studies report different annual shading values using the dataset, which is \"believed to be due to the different treatment of missing irradiance data.\" It is the aim of this notebook to provide a quality-controlled version of the 1976 Barstow dataset that can be used as reference in future studies.\n", "\n", "Import necessary libraries:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from matplotlib import pyplot as plt\n", "import pandas as pd\n", "import numpy as np\n", "import datetime as dt\n", "import pvlib\n", "import matplotlib.dates as mdates" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", "Define the location as a pvlib `Location` object (Barstow, California):" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "barstow = pvlib.location.Location(latitude=34.88, longitude=-117.00, altitude=664, name='Barstow', tz='Etc/GMT+8')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Load the dataset\n", "The original dataset is a fixed-width-file (fwf), which can be conveniently parsed using the pandas `read_fwf` function:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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YrMoDyHrMnGlo HorDir NorTemp
076110150.880.94-1.59
176110300.000.94-1.94
276110450.881.88-2.36
37611100.000.94-2.50
476111150.880.00-2.78
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" ], "text/plain": [ " Yr Mo Dy Hr Mn Glo Hor Dir Nor Temp\n", "0 76 1 1 0 15 0.88 0.94 -1.59\n", "1 76 1 1 0 30 0.00 0.94 -1.94\n", "2 76 1 1 0 45 0.88 1.88 -2.36\n", "3 76 1 1 1 0 0.00 0.94 -2.50\n", "4 76 1 1 1 15 0.88 0.00 -2.78" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data_url = 'https://www.nrel.gov/grid/solar-resource/assets/data/f06.txt'\n", "\n", "# Read file\n", "df_barstow = pd.read_fwf(data_url, skiprows=[0,2])\n", "\n", "# Only keep data from 1976\n", "df_barstow = df_barstow[df_barstow['Yr'] == '76']\n", "\n", "df_barstow.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", "Then, we set the index to datetime:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "tags": [ "hide-input" ] }, "outputs": [ { "data": { "text/html": [ "
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Glo HorDir NorTemp
1976-01-01 00:15:00-08:000.880.94-1.59
1976-01-01 00:30:00-08:000.000.94-1.94
1976-01-01 00:45:00-08:000.881.88-2.36
1976-01-01 01:00:00-08:000.000.94-2.50
1976-01-01 01:15:00-08:000.880.00-2.78
\n", "
" ], "text/plain": [ " Glo Hor Dir Nor Temp\n", "1976-01-01 00:15:00-08:00 0.88 0.94 -1.59\n", "1976-01-01 00:30:00-08:00 0.00 0.94 -1.94\n", "1976-01-01 00:45:00-08:00 0.88 1.88 -2.36\n", "1976-01-01 01:00:00-08:00 0.00 0.94 -2.50\n", "1976-01-01 01:15:00-08:00 0.88 0.00 -2.78" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# This step requires defining a custom function (convert_to_datetime) for converting\n", "# the timestamps to datetime, as the time timestamps do not follow the ISO convention\n", "# for denoting midnight as 00:00, but rather represents midnight as 24:00.\n", "def convert_to_datetime(time):\n", " \"\"\"Convert string with instances of midnight as\n", " 24:00 (un-parsable) to 00:00 (parsable)\n", " \"\"\"\n", " frmt = '%y %m %d--%H %M'\n", " try:\n", " time = dt.datetime.strptime(time, frmt)\n", " except ValueError:\n", " time = time.replace('--24', '--23')\n", " time = dt.datetime.strptime(time, frmt)\n", " time += dt.timedelta(hours=1)\n", " return time\n", "\n", "# Set date and time as index\n", "df_barstow.index = (df_barstow[['Yr', 'Mo', 'Dy']].apply(' '.join, 1)\n", " + '--' + df_barstow[['Hr', 'Mn']].apply(' '.join, 1))\\\n", " .apply(convert_to_datetime)\n", "\n", "# Drop time and date columns\n", "df_barstow = df_barstow.drop(columns=['Yr', 'Mo', 'Dy', 'Hr', 'Mn'])\n", "# Localize index to the local timezone\n", "df_barstow.index = df_barstow.index.tz_localize(barstow.tz)\n", "df_barstow.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", "Next, the columns are renamed in order to conform to the [standard pvlib names](https://pvlib-python.readthedocs.io/en/stable/variables_style_rules.html):" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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ghidnitemp_air
1976-01-01 00:15:00-08:000.880.94-1.59
1976-01-01 00:30:00-08:000.000.94-1.94
1976-01-01 00:45:00-08:000.881.88-2.36
1976-01-01 01:00:00-08:000.000.94-2.50
1976-01-01 01:15:00-08:000.880.00-2.78
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" ], "text/plain": [ " ghi dni temp_air\n", "1976-01-01 00:15:00-08:00 0.88 0.94 -1.59\n", "1976-01-01 00:30:00-08:00 0.00 0.94 -1.94\n", "1976-01-01 00:45:00-08:00 0.88 1.88 -2.36\n", "1976-01-01 01:00:00-08:00 0.00 0.94 -2.50\n", "1976-01-01 01:15:00-08:00 0.88 0.00 -2.78" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Rename column names to pvlib names\n", "df_barstow = df_barstow.rename(\n", " columns={'Glo Hor': 'ghi', 'Dir Nor': 'dni', 'Temp': 'temp_air'})\n", "\n", "# Convert column dtypes to floats\n", "df_barstow = df_barstow.astype(float)\n", "\n", "df_barstow.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", "Calculate the solar postion and extraterrestrial radiation using pvlib:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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ghidnitemp_airapparent_zenithzenithapparent_elevationelevationazimuthequation_of_timedni_extra
1976-01-01 00:15:00-08:000.880.94-1.59167.092519167.092519-77.092519-77.09251925.278534-3.1929701413.981805
1976-01-01 00:30:00-08:000.000.94-1.94165.467857165.467857-75.467857-75.46785738.153710-3.1979451413.981805
1976-01-01 00:45:00-08:000.881.88-2.36163.355080163.355080-73.355080-73.35508048.333521-3.2029191413.981805
1976-01-01 01:00:00-08:000.000.94-2.50160.917391160.917391-70.917391-70.91739156.311453-3.2078921413.981805
1976-01-01 01:15:00-08:000.880.00-2.78158.265917158.265917-68.265917-68.26591762.652770-3.2128651413.981805
\n", "
" ], "text/plain": [ " ghi dni temp_air apparent_zenith zenith \\\n", "1976-01-01 00:15:00-08:00 0.88 0.94 -1.59 167.092519 167.092519 \n", "1976-01-01 00:30:00-08:00 0.00 0.94 -1.94 165.467857 165.467857 \n", "1976-01-01 00:45:00-08:00 0.88 1.88 -2.36 163.355080 163.355080 \n", "1976-01-01 01:00:00-08:00 0.00 0.94 -2.50 160.917391 160.917391 \n", "1976-01-01 01:15:00-08:00 0.88 0.00 -2.78 158.265917 158.265917 \n", "\n", " apparent_elevation elevation azimuth \\\n", "1976-01-01 00:15:00-08:00 -77.092519 -77.092519 25.278534 \n", "1976-01-01 00:30:00-08:00 -75.467857 -75.467857 38.153710 \n", "1976-01-01 00:45:00-08:00 -73.355080 -73.355080 48.333521 \n", "1976-01-01 01:00:00-08:00 -70.917391 -70.917391 56.311453 \n", "1976-01-01 01:15:00-08:00 -68.265917 -68.265917 62.652770 \n", "\n", " equation_of_time dni_extra \n", "1976-01-01 00:15:00-08:00 -3.192970 1413.981805 \n", "1976-01-01 00:30:00-08:00 -3.197945 1413.981805 \n", "1976-01-01 00:45:00-08:00 -3.202919 1413.981805 \n", "1976-01-01 01:00:00-08:00 -3.207892 1413.981805 \n", "1976-01-01 01:15:00-08:00 -3.212865 1413.981805 " ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Calculate the solar position\n", "df_barstow = pd.concat([df_barstow, barstow.get_solarposition(df_barstow.index)], axis='columns')\n", "# Calculate extraterrestrial radiation\n", "df_barstow['dni_extra'] = pvlib.irradiance.get_extra_radiation(df_barstow.index)\n", "\n", "df_barstow.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Removal of erroneous data\n", "\n", "The identification of erroneous data has been done by manually inspecting each day.\n", "\n", "The identified erroneous values are set to nan:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "# Make of copy of the original dataframe\n", "df = df_barstow.copy()\n", "\n", "df.loc['1976-01-21 12:00':'1976-01-21 12:30', 'dni'] = np.nan\n", "df.loc['1976-02-12 11:30':'1976-02-12 11:45', 'dni'] = np.nan\n", "df.loc['1976-02-12 09:45':'1976-02-12 10:45', 'ghi'] = np.nan\n", "df.loc['1976-02-20 12:15':'1976-02-20 12:30', 'dni'] = np.nan\n", "df.loc['1976-02-21 12:45':'1976-02-21 13:00', 'dni'] = np.nan\n", "df.loc['1976-03-12 10:15':'1976-03-12 14:15', 'dni'] = np.nan\n", "df.loc['1976-03-13 10:15':'1976-03-13 13:00', 'dni'] = np.nan\n", "df.loc['1976-03-30 11:00':'1976-03-30 12:30', 'dni'] = np.nan\n", "df.loc['1976-05-04 12:15', 'ghi'] = np.nan\n", "df.loc['1976-05-11 12:30':'1976-05-13 08:00', ['ghi','dni']] = np.nan # three day period with constant high values\n", "df.loc[['1976-05-17 11:30','1976-05-17 12:30'], 'ghi'] = np.nan # two large downwards spikes in ghi\n", "df.loc['1976-05-18 12:15':'1976-05-18 12:45', 'ghi'] = np.nan # period with unresonable low values of ghi\n", "df.loc['1976-05-19 11:45', 'ghi'] = np.nan\n", "df.loc['1976-05-21 11:45':'1976-05-21 12:15', 'ghi'] = np.nan\n", "df.loc['1976-05-28 11:00':'1976-05-28 12:30', 'ghi'] = np.nan\n", "df.loc['1976-06-03 11:30':'1976-06-03 12:30', 'ghi'] = np.nan\n", "df.loc['1976-06-05 11:30':'1976-06-05 12:30', 'ghi'] = np.nan\n", "df.loc['1976-06-06 12:15', 'ghi'] = np.nan\n", "df.loc['1976-06-08 12:30':'1976-06-08 12:45', 'ghi'] = np.nan\n", "df.loc['1976-06-10 12:30', 'ghi'] = np.nan\n", "df.loc['1976-06-13 12:45':'1976-06-13 13:00', 'ghi'] = np.nan\n", "df.loc['1976-06-15 11:45':'1976-06-15 12:15', 'ghi'] = np.nan\n", "df.loc['1976-06-16 16:30':'1976-06-17 15:00', 'dni'] = np.nan # long period of zero dni\n", "df.loc['1976-06-22 12:00':'1976-06-22 12:15', 'ghi'] = np.nan\n", "df.loc['1976-06-23 11:45':'1976-06-23 12:30', 'ghi'] = np.nan\n", "df.loc['1976-06-24 11:30':'1976-06-24 12:45', 'ghi'] = np.nan\n", "df.loc['1976-06-25 10:15':'1976-06-25 14:45', 'dni'] = np.nan\n", "df.loc['1976-06-26 11:45':'1976-06-26 12:15', 'ghi'] = np.nan\n", "df.loc['1976-06-29 13:15', 'ghi'] = np.nan\n", "df.loc['1976-06-30 08:00':'1976-06-30 15:30', 'dni'] = np.nan\n", "df.loc['1976-07-01 11:45':'1976-07-01 12:30', 'ghi'] = np.nan\n", "df.loc['1976-07-15 11:45':'1976-07-15 12:30', 'ghi'] = np.nan\n", "df.loc['1976-07-27 11:30', 'ghi'] = np.nan\n", "df.loc['1976-07-29 11:45':'1976-07-29 13:15', 'ghi'] = np.nan\n", "df.loc['1976-08-12 11:00':'1976-08-12 11:30', 'dni'] = np.nan\n", "df.loc['1976-08-18 00:00':'1976-08-19 14:15', 'dni'] = np.nan\n", "df.loc['1976-08-31 00:00':'1976-09-01 14:00', 'dni'] = np.nan\n", "df.loc['1976-09-07 10:30':'1976-09-13 15:15', 'dni'] = np.nan\n", "#df.loc['1976-09-29 00:00':'1976-09-29 23:45', 'dni'] = np.nan # questionable, will not flag\n", "df.loc['1976-10-19 00:00':'1976-10-20 09:30', 'dni'] = np.nan\n", "df.loc['1976-10-20 13:45':'1976-10-21 23:45', 'dni'] = np.nan\n", "df.loc['1976-11-19 09:30':'1976-11-19 10:30', 'dni'] = np.nan\n", "df.loc['1976-11-27 00:00':'1976-12-02 10:15', 'dni'] = np.nan\n", "df.loc['1976-12-09 00:15':'1976-12-10 00:00', 'dni'] = np.nan\n", "df.loc['1976-12-13 00:15':'1976-12-15 00:00', 'dni'] = np.nan\n", "df.loc['1976-12-18 00:15':'1976-12-20 00:00', 'dni'] = np.nan" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", "Derive irradiance values:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "# Calculate beam/direct horizontal irradiance (BHI)\n", "df['bhi'] = (df['dni'] * np.cos(np.deg2rad(df['apparent_zenith']))).clip(lower=0)\n", "# Calculate diffuse horizontal irradiance (DHI)\n", "df['dhi'] = (df['ghi'] - df['bhi']).clip(lower=0)\n", "\n", "# Calculate normalized irradiance values\n", "df['Kn'] = df['dni'] / df['dni_extra']\n", "df['K'] = df['dhi'] / df['ghi']\n", "df['Kt'] = df['ghi'] / (df['dni_extra'] * np.cos(np.deg2rad(df['apparent_zenith']))).clip(lower=0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Visualization of irradiance time series\n", "As a final step it is a good idea to visualize the data in order to get an idea of how much and where data is missing and as a general check that there is not any obvious bad data.\n", "\n", "### 2D visualization as function of time and date\n", "\n", "One helpful plot to visualize the available data is a 2D plot of solar irradiance as a heat map as a function of time of day vs. day of the year.\n", "\n", "Notice how especially the DNI is higher near the sunset times than the sunrise times. This significes that the timestamp refers to the past 15 minutes." ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "tags": [ "hide-input" ] }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# 2D plot of GHI & DNI where y-axis is hours and x-axis is day\n", "df_2d = df[['ghi','dni']].set_index([df.index.date, df.index.hour*60+df_barstow.index.minute]).unstack(level=0)\n", "df_2d = df_2d.reindex(np.arange(0, 1440,15)) # ensure all minutes are present\n", "df_2d.index = df_2d.index/60 # necessary to first convert afterwards, due to rounding issues.\n", "\n", "# Calculate sunrise times\n", "days = pd.date_range(df.index[0], df.index[-1], tz=barstow.tz) # List of days for which to calculate sunrise/sunset\n", "sunrise_sunset = barstow.get_sun_rise_set_transit(days, method='spa')\n", "\n", "# Convert sunrise/sunset from Datetime to hours (decimal)\n", "sunrise_sunset['sunrise'] = sunrise_sunset['sunrise'].dt.hour + sunrise_sunset['sunrise'].dt.minute/60\n", "sunrise_sunset['sunset'] = sunrise_sunset['sunset'].dt.hour + sunrise_sunset['sunset'].dt.minute/60\n", "\n", "# Calculate the extents of the 2D plot, in the format [x_start, x_end, y_start, y_end]\n", "xlims = mdates.date2num([df_barstow.index[0].date(), df_barstow.index[-1].date()])\n", "extent = [xlims[0], xlims[1], 0, 24]\n", "\n", "fig, axes = plt.subplots(nrows=2, figsize=(12,6), sharex=True)\n", "for ax, component in zip(axes, ['ghi','dni']): # names of plot\n", " im = ax.imshow(df_2d[component], aspect='auto', origin='lower', cmap='jet',\n", " extent=extent, vmin=0, vmax=1100)\n", " ax.set_title(component.upper())\n", " ax.set_xlim(xlims)\n", " ax.set_yticks(np.arange(0,25,6))\n", " ax.set_ylabel('Time of day [h]')\n", " ax.set_facecolor('grey')\n", " ax.xaxis_date()\n", " ax.xaxis.set_major_formatter(mdates.DateFormatter('%Y %b'))\n", " ax.plot(mdates.date2num(sunrise_sunset.index), sunrise_sunset[['sunrise', 'sunset']], 'm--')\n", " cbar1 = fig.colorbar(im, ax=ax, orientation='vertical', pad=0.01, label=f\"{component.upper()} [W/m$^2$]\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Visualization as function of solar elevation and zenith angle \n", "\n", "In order to detect possible shading from nearby objects and hills, it is useful to visualize the maximum irradiance as a function of solar elevation and zenith angle. Particularly the DNI plot is helpful in identifiying the local obstruction free horizon line.\n", "\n", "Due to the 15-minute resolution a 2-degree resolution is used." ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "tags": [ "hide-input" ] }, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Maximum irradiance as a function of solar elevation and azimuth')" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "df_2d = df.loc[df['apparent_elevation']>=0, ['ghi','dni']].groupby([df['azimuth'].divide(2).round(0).multiply(2), df['apparent_elevation'].divide(2).round(0).multiply(2)]).max().unstack(level=0).sort_index()\n", "\n", "fig, axes = plt.subplots(nrows=2, figsize=(12,6), sharex=True)\n", "for ax, component in zip(axes, ['ghi','dni']):\n", " extent = [df_2d[component].columns.min(), df_2d[component].columns.max(), df_2d[component].index.min(), df_2d[component].index.max()]\n", " im = ax.imshow(df_2d.loc[0:, component], aspect='auto', origin='lower', cmap='jet',\n", " extent=extent, vmin=0, vmax=df_barstow[component].quantile(0.99))\n", " ax.grid(alpha=0.5)\n", " ax.set_xlim(0,360)\n", " ax.set_xticks(np.arange(0,360+60,60))\n", " ax.set_yticks(np.arange(0,round(df_2d.index.max()/10)*10+10+10,10))\n", " ax.set_ylim(0,None)\n", " ax.set_ylabel('Solar elevation [°]')\n", " cbar3 = fig.colorbar(im, ax=ax, pad=0.01, orientation='vertical', label='Max. {} [W/m$^2$]'.format(component))\n", "axes[-1].set_xlabel('Solar azimuth [°E of N]')\n", "axes[0].set_title('Maximum irradiance as a function of solar elevation and azimuth')" ] }, { "cell_type": "markdown", "metadata": { "tags": [ "hide-input" ] }, "source": [ "Based on the plots above, it seems that the local shading is limited to below 10° solar elevation." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Quality-check plots\n", "The below plots visualize the normalize irradiance values. The blue lines represents the [quality-control limits recommend by the BSRN](https://epic.awi.de/id/eprint/30083/1/BSRN_recommended_QC_tests_V2.pdf)." ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "tags": [ "hide-input" ] }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(ncols=2, figsize=(8,4))\n", "df.plot.scatter(ax=axes[0], x='Kt', y='K', s=1, c='r', alpha=0.5)\n", "df[df['ghi']>50].plot.scatter(ax=axes[0], x='Kt', y='K', s=1, c='k', alpha=0.5)\n", "\n", "axes[0].set_xlim(0, 1.4), axes[0].set_ylim(0, 1.2)\n", "axes[0].plot([0,0.6,0.6,1.35,1.35], [1.1,1.1,0.96,0.96,0], c='blue', label='limits')\n", "axes[0].plot([0,0.6], [1.05,1.05], c='blue', linestyle='dashed', label='limits')\n", "axes[0].set_xlabel('Kt = GHI / ETH [-]'), axes[0].set_ylabel('K = DHI / GHI [-]')\n", "\n", "\n", "df.plot.scatter(ax=axes[1], x='Kt', y='Kn', s=1, c='k', alpha=0.2)\n", "axes[1].set_xlim(0, 1.4), axes[1].set_ylim(0, 1)\n", "axes[1].plot([0,0.96,1.35,1.35], [0,0.95,0.95,0], c='blue', label='limits')\n", "axes[1].set_xlabel('Kt = GHI / ETH [-]'), axes[1].set_ylabel('Kn = DNI / ETN [-]')\n", "\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Percentage of missing data\n", "It is also interesting to get a quantitative measure for the amount of missing data:" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "ghi 0.9 %\n", "dni 7.2 %\n", "dtype: object" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df.loc[df['apparent_elevation']>0, ['ghi','dni']].isna().mean().multiply(100).round(1).astype(str).add(' %')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Clearly, the DNI measurements are errornous to a much higher degree than the GHI measurements. This is partly due to the fact that it is much easier to detect a faulty DNI measurement, but also that DNI sensors are much more prone to soiling and affected by tracker errors and misalignment." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## References\n", "\n", "\n", "[Apley, W.J., 1979. SHADE - A computer model for evaluating the optical performance of two-axis tracking parabolic concentrators, in: American Society of Mechanical Engineers (Paper). pp. 1–7.](https://www.osti.gov/servlets/purl/5654301)\n", "\n", "[Cumpston, J., Pye, J., 2014. Shading and land use in regularly-spaced sun-tracking collectors. Sol. Energy 108, 199–209.](https://doi.org/10.1016/j.solener.2014.06.012)\n", "\n", "[Meller, Y., 2010. Analytically calculating shading in regular arrays of sun-pointing collectors. Sol. Energy 84, 1967–1974.](https://doi.org/10.1016/j.solener.2010.08.006)\n", "\n", "Osborn, D.B., 1980. Generalized Shading Analysis for Parabolodial Collector Fields, in: Energy Technology Conference & Exhibition, American Society of Mechanical Engineers. pp. 1–8.\n", "\n", "[Pons, R.L., Dugan, A.F., 1984. The effect of concentrator field layout on the performance of point-focus distributed receiver systems. J. Sol. Energy Eng. Trans. ASME 106, 35–38.](https://doi.org/10.1115/1.3267559)\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "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": "3.7.12" } }, "nbformat": 4, "nbformat_minor": 4 }