{ "metadata": { "name": "", "signature": "sha256:fc07cc967cc55b08a29e80dc4e90777dbbd857cd9fd9dbeb9ead6909b684e4ca" }, "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')\n", "print(tus)\n", "golden = Location(39.742476, -105.1786, 'America/Denver', 1830, 'Golden')\n", "print(golden)\n", "golden_mst = Location(39.742476, -105.1786, 'MST', 1830, 'Golden MST')\n", "print(golden_mst)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "Tucson: latitude=32.2, longitude=-111, tz=US/Arizona, altitude=700\n", "Golden: latitude=39.742476, longitude=-105.1786, tz=America/Denver, altitude=1830\n", "Golden MST: latitude=39.742476, longitude=-105.1786, tz=MST, altitude=1830\n" ] } ], "prompt_number": 3 }, { "cell_type": "code", "collapsed": false, "input": [ "times = pd.date_range(start=datetime.datetime(2014,6,23), end=datetime.datetime(2014,6,24), freq='1Min')\n", "times_loc = times.tz_localize(tus.pytz)" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 4 }, { "cell_type": "code", "collapsed": false, "input": [ "times" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 5, "text": [ "\n", "[2014-06-23 00:00:00, ..., 2014-06-24 00:00:00]\n", "Length: 1441, Freq: T, Timezone: None" ] } ], "prompt_number": 5 }, { "cell_type": "code", "collapsed": false, "input": [ "pyephemout = pvlib.solarposition.pyephem(times, tus)\n", "spaout = pvlib.solarposition.spa(times, tus)" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 6 }, { "cell_type": "code", "collapsed": false, "input": [ "reload(pvlib.solarposition)\n", "pyephemout = pvlib.solarposition.pyephem(times_loc, tus)\n", "spaout = pvlib.solarposition.spa(times_loc, tus)\n", "\n", "pyephemout['elevation'].plot(label='pyephem')\n", "pyephemout['apparent_elevation'].plot(label='pyephem apparent')\n", "spaout['elevation'].plot(label='spa')\n", "plt.legend(ncol=2)\n", "plt.title('elevation')\n", "\n", "print('pyephem')\n", "print(pyephemout.head())\n", "print('spa')\n", "print(spaout.head())" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "pyephem\n", " apparent_elevation apparent_azimuth elevation \\\n", "2014-06-23 00:00:00-07:00 -34.028890 352.757414 -34.028890 \n", "2014-06-23 00:01:00-07:00 -34.055060 353.032425 -34.055060 \n", "2014-06-23 00:02:00-07:00 -34.080223 353.307627 -34.080223 \n", "2014-06-23 00:03:00-07:00 -34.104374 353.583047 -34.104374 \n", "2014-06-23 00:04:00-07:00 -34.127518 353.858659 -34.127518 \n", "\n", " azimuth apparent_zenith zenith \n", "2014-06-23 00:00:00-07:00 352.757414 124.028890 124.028890 \n", "2014-06-23 00:01:00-07:00 353.032425 124.055060 124.055060 \n", "2014-06-23 00:02:00-07:00 353.307627 124.080223 124.080223 \n", "2014-06-23 00:03:00-07:00 353.583047 124.104374 124.104374 \n", "2014-06-23 00:04:00-07:00 353.858659 124.127518 124.127518 \n", "spa\n", " zenith azimuth elevation\n", "2014-06-23 00:00:00-07:00 124.028842 352.757345 -34.028842\n", "2014-06-23 00:01:00-07:00 124.055013 353.032330 -34.055013\n", "2014-06-23 00:02:00-07:00 124.080176 353.307536 -34.080176\n", "2014-06-23 00:03:00-07:00 124.104329 353.582953 -34.104329\n", "2014-06-23 00:04:00-07:00 124.127472 353.858574 -34.127472\n" ] }, { "metadata": {}, "output_type": "display_data", "png": 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+GJ0heO0qjsceVR1JiEuk3IVQYNUnH1Dt/EXiwirR+elXVccR/9Ftt9/Fybtu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\nFf5wuQc41MwOM7OtcaexsvQ9GXYOhdVXZG1lFLb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"text": [ "" ] } ], "prompt_number": 7 }, { "cell_type": "code", "collapsed": false, "input": [ "plt.figure()\n", "pyephemout['elevation'].plot(label='pyephem')\n", "spaout['elevation'].plot(label='spa')\n", "(pyephemout['elevation'] - spaout['elevation']).plot(label='diff')\n", "plt.legend(ncol=3)\n", "plt.title('elevation')\n", "\n", "plt.figure()\n", "pyephemout['apparent_elevation'].plot(label='pyephem apparent')\n", "spaout['elevation'].plot(label='spa')\n", "(pyephemout['apparent_elevation'] - spaout['elevation']).plot(label='diff')\n", "plt.legend(ncol=3)\n", "plt.title('elevation')\n", "\n", "plt.figure()\n", "pyephemout['apparent_zenith'].plot(label='pyephem apparent')\n", "spaout['zenith'].plot(label='spa')\n", "(pyephemout['apparent_zenith'] - spaout['zenith']).plot(label='diff')\n", "plt.legend(ncol=3)\n", "plt.title('zenith')\n", "\n", "plt.figure()\n", "pyephemout['apparent_azimuth'].plot(label='pyephem apparent')\n", "spaout['azimuth'].plot(label='spa')\n", "(pyephemout['apparent_azimuth'] - spaout['azimuth']).plot(label='diff')\n", "plt.legend(ncol=3)\n", "plt.title('azimuth')" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 8, "text": [ "" ] }, { "metadata": {}, "output_type": "display_data", "png": 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W7NrMnIMfYdl9tI/qw5vD/3TRxQ5gt9m4/8rrubHOCDTTwZozC/nPqi/KILEQkUdpuRuG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\n42a2Tu04J31mtpmZ9Uqfe+ekDcDMrHgsaXlmba8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Wft6yQnUkIf5Cyl0IBTxeDyNXjgeLgzrW60iqXV91JHGZSkdGMLDuPfg8Jn4/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\nl6uYWZGZ/QoYF/X6ALYBQ9JlJN0LFJnZFVGdnW3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6NymP60gtQjOqkpB+nE83TyHDmak6lhDCD3m8Hmbuns3mU9uIoBSOvY3ocEtF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\nvUuBVSR9J73+Z+BeSW/UvFE1FPkiX9e3uv3M7Af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VcAdkQFaoN4eCKuwiIpI+ElLcjTGZwFwgAwgCL1tr7zbG3A/cAlTEd73HWvtG/DV3A9OB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\n57S8iIiIAJ5oVHVTRETETZweLS8iIiI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=\n", "text": [ "" ] } ], "prompt_number": 8 }, { "cell_type": "code", "collapsed": false, "input": [ "reload(pvlib.solarposition)\n", "pyephemout = pvlib.solarposition.pyephem(times, tus)\n", "spaout = pvlib.solarposition.spa(times, tus)\n", "\n", "pyephemout['elevation'].plot(label='pyephem')\n", "pyephemout['apparent_elevation'].plot(label='pyephem apparent')\n", "spaout['elevation'].plot(label='spa')\n", "plt.legend(ncol=3)\n", "plt.title('elevation')\n", "\n", "print('pyephem')\n", "print(pyephemout.head())\n", "print('spa')\n", "print(spaout.head())" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "pyephem\n", " apparent_elevation apparent_azimuth elevation \\\n", "2014-06-23 00:00:00-07:00 -34.028890 352.757414 -34.028890 \n", "2014-06-23 00:01:00-07:00 -34.055060 353.032425 -34.055060 \n", "2014-06-23 00:02:00-07:00 -34.080223 353.307627 -34.080223 \n", "2014-06-23 00:03:00-07:00 -34.104374 353.583047 -34.104374 \n", "2014-06-23 00:04:00-07:00 -34.127518 353.858659 -34.127518 \n", "\n", " azimuth apparent_zenith zenith \n", "2014-06-23 00:00:00-07:00 352.757414 124.028890 124.028890 \n", "2014-06-23 00:01:00-07:00 353.032425 124.055060 124.055060 \n", "2014-06-23 00:02:00-07:00 353.307627 124.080223 124.080223 \n", "2014-06-23 00:03:00-07:00 353.583047 124.104374 124.104374 \n", "2014-06-23 00:04:00-07:00 353.858659 124.127518 124.127518 \n", "spa\n", " zenith azimuth elevation\n", "2014-06-23 00:00:00-07:00 124.028842 352.757345 -34.028842\n", "2014-06-23 00:01:00-07:00 124.055013 353.032330 -34.055013\n", "2014-06-23 00:02:00-07:00 124.080176 353.307536 -34.080176\n", "2014-06-23 00:03:00-07:00 124.104329 353.582953 -34.104329\n", "2014-06-23 00:04:00-07:00 124.127472 353.858574 -34.127472\n" ] }, { "metadata": {}, "output_type": "display_data", "png": 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6qTPEhVem62Mv6Y4jrtINN97KkVtvxMtsI3HWVAry83VHEgKQchei3K1f8Qt1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\nDgfOvbXPCaB6uSeqAOLjj7F/wmtUT80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"text": [ "" ] } ], "prompt_number": 9 }, { "cell_type": "code", "collapsed": false, "input": [ "reload(pvlib.solarposition)\n", "pyephemout = pvlib.solarposition.pyephem(times, golden)\n", "spaout = pvlib.solarposition.spa(times, golden)\n", "\n", "pyephemout['elevation'].plot(label='pyephem')\n", "pyephemout['apparent_elevation'].plot(label='pyephem apparent')\n", "spaout['elevation'].plot(label='spa')\n", "plt.legend(ncol=2)\n", "plt.title('elevation')\n", "\n", "print('pyephem')\n", "print(pyephemout.head())\n", "print('spa')\n", "print(spaout.head())" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "pyephem\n", " apparent_elevation apparent_azimuth elevation \\\n", "2014-06-23 00:00:00-06:00 -25.154820 344.064195 -25.154820 \n", "2014-06-23 00:01:00-06:00 -25.207201 344.310956 -25.207201 \n", "2014-06-23 00:02:00-06:00 -25.258784 344.558018 -25.258784 \n", "2014-06-23 00:03:00-06:00 -25.309568 344.805380 -25.309568 \n", "2014-06-23 00:04:00-06:00 -25.359552 345.053043 -25.359552 \n", "\n", " azimuth apparent_zenith zenith \n", "2014-06-23 00:00:00-06:00 344.064195 115.154820 115.154820 \n", "2014-06-23 00:01:00-06:00 344.310956 115.207201 115.207201 \n", "2014-06-23 00:02:00-06:00 344.558018 115.258784 115.258784 \n", "2014-06-23 00:03:00-06:00 344.805380 115.309568 115.309568 \n", "2014-06-23 00:04:00-06:00 345.053043 115.359552 115.359552 \n", "spa\n", " zenith azimuth elevation\n", "2014-06-23 00:00:00-06:00 115.154766 344.064134 -25.154766\n", "2014-06-23 00:01:00-06:00 115.207147 344.310880 -25.207147\n", "2014-06-23 00:02:00-06:00 115.258730 344.557936 -25.258730\n", "2014-06-23 00:03:00-06:00 115.309515 344.805299 -25.309515\n", "2014-06-23 00:04:00-06:00 115.359497 345.052965 -25.359497\n" ] }, { "metadata": {}, "output_type": "display_data", "png": 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K7z5Hi00nzdeNrqPHqY4jFOo94hkSalWjXkoua5d+ojqOsGFS7kIodDzyGCF/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\neWAEqXffhdHBQOj6Lfz66XuYzWbVsc6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