{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# ``atmosphere.py`` tutorial\n", "\n", "This tutorial needs your help to make it better!\n", "\n", "This tutorial has been tested against the following package versions:\n", "* pvlib 0.2.0\n", "* Python 2.7.10\n", "* IPython 3.2\n", "* Pandas 0.16.2\n", "\n", "It should work with other Python and Pandas versions. It requires pvlib > 0.2.0 and IPython > 3.0.\n", "\n", "Authors:\n", "* Will Holmgren (@wholmgren), University of Arizona. 2015." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false }, "outputs": [], "source": [ "%matplotlib inline\n", "import matplotlib.pyplot as plt\n", "try:\n", " import seaborn as sns\n", " sns.set(rc={\"figure.figsize\": (12, 6)})\n", "except ImportError:\n", " print('We suggest you install seaborn using conda or pip and rerun this cell')\n", "\n", "# built in python modules\n", "import datetime\n", "import logging\n", "import os\n", "import inspect\n", "\n", "# python add-ons\n", "import numpy as np\n", "import pandas as pd" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false }, "outputs": [], "source": [ "import pvlib\n", "from pvlib.location import Location" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false }, "outputs": [], "source": [ "tus = Location(32.2, -111, 'US/Arizona', 700, 'Tucson')" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Tucson: latitude=32.2, longitude=-111, tz=US/Arizona, altitude=700\n" ] } ], "source": [ "print(tus)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " apparent_elevation apparent_azimuth elevation \\\n", "2014-06-24 00:00:00-07:00 -34.039132 352.695587 -34.039132 \n", "2014-06-24 00:01:00-07:00 -34.065534 352.970625 -34.065534 \n", "2014-06-24 00:02:00-07:00 -34.090926 353.245855 -34.090926 \n", "2014-06-24 00:03:00-07:00 -34.115309 353.521302 -34.115309 \n", "2014-06-24 00:04:00-07:00 -34.138686 353.796969 -34.138686 \n", "\n", " azimuth apparent_zenith zenith \n", "2014-06-24 00:00:00-07:00 352.695587 124.039132 124.039132 \n", "2014-06-24 00:01:00-07:00 352.970625 124.065534 124.065534 \n", "2014-06-24 00:02:00-07:00 353.245855 124.090926 124.090926 \n", "2014-06-24 00:03:00-07:00 353.521302 124.115309 124.115309 \n", "2014-06-24 00:04:00-07:00 353.796969 124.138686 124.138686 \n", " apparent_elevation apparent_azimuth elevation \\\n", "2014-06-24 00:00:00-07:00 -34.039132 352.695587 -34.039132 \n", "2014-06-24 00:01:00-07:00 -34.065534 352.970625 -34.065534 \n", "2014-06-24 00:02:00-07:00 -34.090926 353.245855 -34.090926 \n", "2014-06-24 00:03:00-07:00 -34.115309 353.521302 -34.115309 \n", "2014-06-24 00:04:00-07:00 -34.138686 353.796969 -34.138686 \n", "\n", " azimuth apparent_zenith zenith \n", "2014-06-24 00:00:00-07:00 352.695587 124.039132 124.039132 \n", "2014-06-24 00:01:00-07:00 352.970625 124.065534 124.065534 \n", "2014-06-24 00:02:00-07:00 353.245855 124.090926 124.090926 \n", "2014-06-24 00:03:00-07:00 353.521302 124.115309 124.115309 \n", "2014-06-24 00:04:00-07:00 353.796969 124.138686 124.138686 \n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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sW/YeAEuW/JchQ4YBdUX20qVLANiwYT3t2iWRmNiOqqoqUlLqet3ffPP1Jq83cuT3eOWV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wCmgH8C/nbJ7p8HAu63DIA5nOlPjMvy9Jbl6R3L0lsi8iGcs3n/AbxTRN6jqkeAPnEWMVj0e8Dz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\nEY+UmIkAAAAASUVORK5CYII=\n", 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sW/YeAEuW/JchQ4YBdUX20qVLANiwYT3t2iWRmNiOqqoqUlLqet3ffPP1Jq83cuT3eOWV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wCmgH8C/nbJ7p8HAu63DIA5nOlPjMvy9Jbl6R3L0lsi8iGcs3n/AbxTRN6jqkeAPnEWMVj0e8Dz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\nEY+UmIkAAAAASUVORK5CYII=\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "times = pd.date_range(start=datetime.datetime(2014,6,24), end=datetime.datetime(2014,6,25), freq='1Min')\n", "\n", "pyephem_ephem = pvlib.solarposition.get_solarposition(times, tus, method='pyephem')\n", "print(pyephem_ephem.head())\n", "pyephem_ephem.plot()\n", "\n", "pyephem_ephem = pvlib.solarposition.get_solarposition(times.tz_localize(tus.tz), tus, method='pyephem')\n", "print(pyephem_ephem.head())\n", "pyephem_ephem.plot()" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(0, 100)" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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VRCpRsBYZA528KCIiOZ28KBUoWIuMgWmaWsdaRKTOqWMtlShYi4xB8eRF11W4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\nAoQjDTRPjjB1ejuzDplFW9tkLW8nMoK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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pvlib.atmosphere.relativeairmass(pyephem_ephem['zenith']).plot()\n", "pvlib.atmosphere.relativeairmass(pyephem_ephem['apparent_zenith']).plot()\n", "pvlib.atmosphere.relativeairmass(pyephem_ephem['zenith'], model='young1994').plot()\n", "pvlib.atmosphere.relativeairmass(pyephem_ephem['zenith'], model='simple').plot()\n", "plt.legend()\n", "plt.ylim(0,100)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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LqAvZkT4xiqLJwJXAAUABOBd4GrgO2B1YDLwzhLBm58uUJEnSa23s6qt1CXVhZ0aYLwFu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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.plot(pyephem_ephem['zenith'], pvlib.atmosphere.relativeairmass(pyephem_ephem['zenith'], model='simple'), label='simple')\n", "plt.plot(pyephem_ephem['zenith'], pvlib.atmosphere.relativeairmass(pyephem_ephem['apparent_zenith']), label='default')\n", "plt.xlim(0,100)\n", "plt.ylim(0,100)\n", "plt.legend()" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": false }, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 2", "language": "python", "name": "python2" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.10" } }, "nbformat": 4, "nbformat_minor": 0 }