diff --git a/tutorials_and_tools/tutorials_and_tools/Tools-Edge Seal Oxygen Ingress.ipynb b/tutorials_and_tools/tutorials_and_tools/Tools-Edge Seal Oxygen Ingress.ipynb index ee3a267..205850b 100644 --- a/tutorials_and_tools/tutorials_and_tools/Tools-Edge Seal Oxygen Ingress.ipynb +++ b/tutorials_and_tools/tutorials_and_tools/Tools-Edge Seal Oxygen Ingress.ipynb @@ -46,9 +46,9 @@ "import pandas as pd\n", "from pvdeg import DATA_DIR\n", "#import dask\n", - "#import matplotlib.pyplot as plt\n", + "import matplotlib.pyplot as plt\n", "import numpy as np\n", - "#import seaborn as sns\n", + "import seaborn as sns\n", "#import math\n", "import json" ] @@ -179,73 +179,118 @@ "cell_type": "code", "execution_count": 7, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The edge seal is Helioseal_101_dry .\n", + "The encapsulant is EVA .\n" + ] + } + ], "source": [ - "oxygen_profile = pvdeg.diffusion.esdiffusion(temperature=temperature, es=es, enc=enc, esw=esw, encw=encw, sn=sn, en=en, press=pressure, repeat=30)\n" + "oxygen_profile = pvdeg.diffusion.esdiffusion(\n", + " temperature=temperature, \n", + " es=es, \n", + " enc=enc, \n", + " esw=esw, \n", + " encw=encw, \n", + " sn=sn, \n", + " en=en, \n", + " press=pressure, \n", + " repeat=2)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "n_lines=10\n", + "for index in range(1,n_lines):\n", + " plt.plot(oxygen_profile.iloc[int(np.trunc(index*(len(oxygen_profile)-1)/n_lines))], label=np.round(index*((len(oxygen_profile)-1)/n_lines)/8760,3))\n", + "plt.legend(title='Time [year]')\n", + "plt.ylabel('Oxygen Concentration [g/cm³]')\n", + "plt.xlabel('Distance From Edge [cm]')\n", + "plt.ticklabel_format(axis='y', style='plain')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - " 0.000000 0.076923 0.153846 0.230769 0.307692 \\\n", - "0.0 0.000048 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 \n", - "1.0 0.000048 4.025935e-07 0.000000e+00 0.000000e+00 0.000000e+00 \n", - "2.0 0.000048 7.914466e-07 3.295781e-09 0.000000e+00 0.000000e+00 \n", - "3.0 0.000048 1.165328e-06 9.571562e-09 2.635340e-11 0.000000e+00 \n", - "4.0 0.000049 1.525385e-06 1.852325e-08 1.006938e-10 2.058149e-13 \n", - 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"[262771 rows x 72 columns]\n" + "[17519 rows x 72 columns]\n" ] } ],