{ "metadata": { "name": "", "signature": "sha256:756aa008fb59b630ad86e1beab1706a6aeee9d98408f54c1782a4be5f93f5e74" }, "nbformat": 3, "nbformat_minor": 0, "worksheets": [ { "cells": [ { "cell_type": "code", "collapsed": false, "input": [ "%matplotlib inline\n", "import matplotlib.pyplot as plt\n", "import seaborn as sns\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" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 1 }, { "cell_type": "code", "collapsed": false, "input": [ "import pvlib\n", "from pvlib.location import Location" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 2 }, { "cell_type": "code", "collapsed": false, "input": [ "tus = Location(32.2, -111, 'US/Arizona', 700, 'Tucson')" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 3 }, { "cell_type": "code", "collapsed": false, "input": [ "print(tus)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "Tucson: latitude=32.2, longitude=-111, tz=US/Arizona, altitude=700\n" ] } ], "prompt_number": 4 }, { "cell_type": "code", "collapsed": false, "input": [ "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()" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "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 " ] }, { "output_type": "stream", "stream": "stdout", "text": [ "\n" ] }, { "metadata": {}, "output_type": "pyout", "prompt_number": 5, "text": [ "" ] }, { "metadata": {}, "output_type": "display_data", "png": 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AsSNHycS3BJcgyT3+J9QFAgEsJ3C9LFq13xcsWNhdzW7Nmnc5/fQzupO7EOIT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AsSNHycS3BJcgyT3+J9QFAgEsJ3C9LFq13xcsWNhdzW7Nmnc5/fQzupO7EOIT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"text": [ "" ] } ], "prompt_number": 5 }, { "cell_type": "code", "collapsed": false, "input": [ "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)" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 6, "text": [ "(0, 100)" ] }, { "metadata": {}, "output_type": "display_data", "png": 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mWaS6ouQukSg0ZYLk7id1NcuL1Jf+cTYph+ayn9xb2rdKsET1RcldIlHKNpAt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\n5HrzFHIFSoUCxXwRt1DCLZR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"text": [ "" ] } ], "prompt_number": 6 }, { "cell_type": "code", "collapsed": false, "input": [ "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()" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 7, "text": [ "" ] }, { "metadata": {}, "output_type": "display_data", "png": 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