Skip to content

Instantly share code, notes, and snippets.

@jvhaarst
Created January 9, 2018 07:48
Show Gist options
  • Save jvhaarst/6ee7c6c5972afcddfa1904777fe7d5a8 to your computer and use it in GitHub Desktop.
Save jvhaarst/6ee7c6c5972afcddfa1904777fe7d5a8 to your computer and use it in GitHub Desktop.
Use pysolar to create a solar graph.
Display the source blob
Display the rendered blob
Raw
{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"%matplotlib inline"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"import datetime\n",
"import numpy as np\n",
"from pysolar.solar import *\n",
"\n",
"import matplotlib.pyplot as plt\n",
"import matplotlib.style\n",
"import matplotlib as mpl\n",
"mpl.style.use('ggplot')\n",
"from pylab import rcParams\n",
"rcParams['figure.figsize'] = 15, 15\n",
"\n",
"latitude = 51.476852\n",
"longitude = -0.000500\n",
"elevation = 0 #55 #meter\n",
"year = 2000\n",
"# Make a list, starting with December, and then adding January through June\n",
"months = [12]\n",
"months.extend(list(range(1,7)))\n",
"hours = range(4,21)\n",
"day = 21\n",
"data = dict()\n",
"smoothing=4"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Calculate position of the sun over the year"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"# loop over months\n",
"for month in months :\n",
" data[month]=dict()\n",
" data[month]['altitude']=list()\n",
" data[month]['azimuth']=list()\n",
" # loop over whole day, and put numbers in list\n",
" date = datetime.datetime(year, month, day, tzinfo=datetime.timezone.utc)\n",
" for hour in range(0,24*smoothing):\n",
" newdate = date + datetime.timedelta(hours=hour/smoothing)\n",
" bearing = get_azimuth(latitude, longitude, newdate, elevation)\n",
" if abs(bearing) >= 180:\n",
" bearing = abs(bearing)-180 #Works before noon\n",
" else:\n",
" bearing = abs(bearing) + 180 #Works after noon\n",
" angle = get_altitude(latitude, longitude, newdate, elevation)\n",
" data[month]['altitude'].append(angle)\n",
" data[month]['azimuth'].append(bearing)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Extract data per hour from the dataset "
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"hours_data = dict()\n",
"for hour in hours:\n",
" hours_data[hour]=dict()\n",
" hours_data[hour]['altitude']=list()\n",
" hours_data[hour]['azimuth']=list()\n",
" for month in months:\n",
" hours_data[hour]['altitude'].append(data[month]['altitude'][hour*smoothing])\n",
" hours_data[hour]['azimuth'].append(data[month]['azimuth'][hour*smoothing])"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Plot the graphs"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x7fa3ca73c6d8>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"from numpy import arange\n",
"for month in months :\n",
" date = datetime.datetime(year, month, day, tzinfo=datetime.timezone.utc)\n",
" plt.plot(\n",
" data[month]['azimuth'],\n",
" data[month]['altitude'],\n",
" label=date.strftime('%B')\n",
" )\n",
"for hour in hours:\n",
" plt.plot(\n",
" hours_data[hour]['azimuth'],\n",
" hours_data[hour]['altitude'],\n",
" label=hour\n",
" )\n",
"plt.legend(loc='upper left', shadow=True)\n",
"plt.ylim(ymin=1)\n",
"plt.show()"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python [conda root]",
"language": "python",
"name": "conda-root-py"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.5.4"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment