mirror of
https://github.com/vale981/fpraktikum
synced 2025-03-06 10:01:41 -05:00
920 lines
202 KiB
Text
920 lines
202 KiB
Text
{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 153,
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"metadata": {
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"autoscroll": false,
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"collapsed": false,
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"ein.hycell": false,
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"ein.tags": "worksheet-0",
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"slideshow": {
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"slide_type": "-"
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}
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},
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"outputs": [],
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"source": [
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"from utility import *\n",
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"from scipy.constants import c\n",
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"import datetime"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {
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"ein.tags": "worksheet-0",
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"slideshow": {
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"slide_type": "-"
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}
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},
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"source": [
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"# Einlesen der Daten"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 12,
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"metadata": {
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"autoscroll": false,
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"collapsed": false,
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"ein.hycell": false,
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"ein.tags": "worksheet-0",
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"slideshow": {
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"slide_type": "-"
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}
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},
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"outputs": [],
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"source": [
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"rng = 7000\n",
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"rng_t = 3000\n",
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"mitte = [load_counts('../messungen/kalib/mitte/Cal_2020-01-10_09-24-T.txt')[0:rng_t],\n",
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"load_counts('../messungen/kalib/mitte/Cal_2020-01-10_09-24-EdetA.txt')[0:rng],\n",
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"load_counts('../messungen/kalib/mitte/Cal_2020-01-10_09-24-EdetB.txt')[0:rng]]\n",
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"rechts = load_counts('../messungen/kalib/rechts_b/Cal_2020-01-10_10-04-T.txt')[0:rng_t]\n",
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"links = load_counts('../messungen/kalib/links_a/Cal_2020-01-10_09-45-T.txt')[0:rng_t]"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 13,
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"metadata": {
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"autoscroll": false,
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"collapsed": false,
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"ein.hycell": false,
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"ein.tags": "worksheet-0",
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"slideshow": {
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"slide_type": "-"
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}
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},
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"outputs": [],
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"source": [
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"channels_t = np.arange(1, mitte[0].size + 1)\n",
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"channels_e = np.arange(1, mitte[1].size + 1)\n",
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"energies_a = energy_a(channels_e)\n",
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"energies_b = energy_b(channels_e)\n"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {
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"ein.tags": "worksheet-0",
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"slideshow": {
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"slide_type": "-"
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}
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},
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"source": [
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"# Plot ueber Energie"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 22,
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"metadata": {
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"autoscroll": false,
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"collapsed": false,
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"ein.hycell": false,
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"ein.tags": "worksheet-0",
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"slideshow": {
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"slide_type": "-"
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}
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},
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"outputs": [],
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"source": [
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"range_t = np.array([970, 1140])"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 15,
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"metadata": {
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"autoscroll": false,
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"collapsed": false,
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"ein.hycell": false,
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"ein.tags": "worksheet-0",
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"slideshow": {
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"slide_type": "-"
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}
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},
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"outputs": [],
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"source": [
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"range_b = np.array([1600, 2300])\n",
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"range_a = np.array([2800, 3600])\n",
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"e_range_a = energy_a(range_a)\n",
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"e_range_b = energy_b(range_b)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 16,
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"metadata": {
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"autoscroll": false,
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"collapsed": false,
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"ein.hycell": false,
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"ein.tags": "worksheet-0",
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"slideshow": {
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"slide_type": "-"
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}
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},
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"outputs": [
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{
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"data": {
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"image/png": [
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\n"
|
|
],
|
|
"text/plain": [
|
|
"<Figure size 360x288 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"%matplotlib inline\n",
|
|
"fig, ax = set_up_plot()\n",
|
|
"ax.set_xlabel('Energie [keV]')\n",
|
|
"ax.set_ylabel('Normierte Zaehlrate')\n",
|
|
"\n",
|
|
"ax.step(energies_a, mitte[1]/mitte[1].max(), label='Detektor A')\n",
|
|
"ax.step(energies_b, mitte[2]/mitte[2].max(), label='Detektor B')\n",
|
|
"ax.axvline(e_range_a[0], color='red')\n",
|
|
"ax.axvline(e_range_a[1], color='red', label='Schranken A')\n",
|
|
"ax.axvline(e_range_b[0], color='green')\n",
|
|
"ax.axvline(e_range_b[1], color='green', label='Schranken B')\n",
|
|
"ax.legend()\n",
|
|
"ax.set_ylim(0)\n",
|
|
"save_fig(fig, 'mid_over_energy', 'calibration')"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"source": [
|
|
"# Plot ueber Energie"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 17,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": [
|
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\n"
|
|
],
|
|
"text/plain": [
|
|
"<Figure size 360x288 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"%matplotlib qt5\n",
|
|
"fig, ax = set_up_plot()\n",
|
|
"ax.set_xlabel('Kanal')\n",
|
|
"ax.set_ylabel('Normierte Zaehlrate')\n",
|
|
"\n",
|
|
"ax.step(channels_e, mitte[1]/mitte[1].max(), label='Detektor A')\n",
|
|
"ax.step(channels_e, mitte[2]/mitte[2].max(), label='Detektor B')\n",
|
|
"ax.axvline(range_a[0], color='red')\n",
|
|
"ax.axvline(range_a[1], color='red', label='Schranken A')\n",
|
|
"ax.axvline(range_b[0], color='green')\n",
|
|
"ax.axvline(range_b[1], color='green', label='Schranken B')\n",
|
|
"ax.legend()\n",
|
|
"ax.set_ylim(0)\n",
|
|
"save_fig(fig, 'mid_over_channel', 'calibration')"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 18,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": [
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\n"
|
|
],
|
|
"text/plain": [
|
|
"<Figure size 360x288 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"fig, ax = plot_spectrum(mitte[0], label='Ereignisszahl')\n",
|
|
"ax.axvline(range_t[0], color='red')\n",
|
|
"ax.axvline(range_t[1], color='red', label='Schranken Zeit')\n",
|
|
"ax.legend()\n",
|
|
"save_fig(fig, 'time_range', 'calibration')"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 19,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": [
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\n"
|
|
],
|
|
"text/plain": [
|
|
"<Figure size 360x288 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"%matplotlib inline\n",
|
|
"times = channel_to_time(channels_t)[0]\n",
|
|
"fig, ax = set_up_plot() #plot_spectrum(links/links.max(), label='Links')\n",
|
|
"ax.step(times, links/links.max(), label='Links')\n",
|
|
"ax.step(times, mitte[0]/mitte[0].max(), label='Mitte')\n",
|
|
"ax.step(times, rechts/rechts.max(), label='Rechts')\n",
|
|
"ax.legend()\n",
|
|
"ax.set_ylabel('Reslative Ereignisszahl')\n",
|
|
"ax.set_xlim(46, 57)\n",
|
|
"save_fig(fig, 'all_times', 'calibration')\n",
|
|
"\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 20,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": [
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\n"
|
|
],
|
|
"text/plain": [
|
|
"<Figure size 360x288 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"fig, ax = set_up_plot()\n",
|
|
"p_r, d_p_r = find_and_plot_peak(rechts, ax, 'Rechs')\n",
|
|
"p_l, d_p_l = find_and_plot_peak(links, ax, 'Links')\n",
|
|
"p_m, d_p_m = find_and_plot_peak(mitte[0], ax, 'Mitte')\n",
|
|
"ax.legend()\n",
|
|
"ax.set_ylabel('Reslative Ereignisszahl')\n",
|
|
"ax.set_xlabel(r'$\\tau$ [ns]')\n",
|
|
"ax.set_xlim(48, 55)\n",
|
|
"\n",
|
|
"save_fig(fig, 'lenght_det', 'calibration')"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 266,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [],
|
|
"source": [
|
|
"l, d_l = (p_r - p_l)/2*1e-6*c, 1/2*np.sqrt(d_p_r**2 + d_p_l**2)*1e-6*c"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 267,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"(326.08110436268794, 92.36759086635159)"
|
|
]
|
|
},
|
|
"execution_count": 267,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"l, d_l"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 147,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"0.28959951442799925"
|
|
]
|
|
},
|
|
"execution_count": 147,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"((channel_to_time(rechts.argmax())[0] - channel_to_time(links.argmax())[0])*1e-9 * c)/2"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 146,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"0.3185594658707989"
|
|
]
|
|
},
|
|
"execution_count": 146,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"((channel_to_time(rechts.argmax())[0] - channel_to_time(mitte[0].argmax())[0])*1e-9 * c)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 21,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"0.2606395629852018"
|
|
]
|
|
},
|
|
"execution_count": 21,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"((channel_to_time(mitte[0].argmax())[0] - channel_to_time(links.argmax())[0])*1e-9 * c)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"source": [
|
|
"# Koinzidenzaufloesung"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 247,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [],
|
|
"source": [
|
|
"t, dt = channel_to_time(range_t) # ns\n",
|
|
"t, dt = t*1e-9, dt*1e-9 # s\n",
|
|
"tau = t[1] - t[0], np.sqrt(np.sum(dt**2)) # s"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 248,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"((8.211000000000006e-09, 4.040589313454165e-11), 2.979973322028236e-11)"
|
|
]
|
|
},
|
|
"execution_count": 248,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"tau, d_tau"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 249,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [],
|
|
"source": [
|
|
"A = (54e-3)**2 # m^2\n",
|
|
"d_max = 386e-3 # m\n",
|
|
"date_0 = datetime.datetime(2014, 1, 10)\n",
|
|
"date_1 = datetime.datetime(2020, 10, 1)\n",
|
|
"A0 = SecondaryValue('A*(1/2)**(-t/hl)')(A=(1.36e6, 1.36e6*3e-2), t=(date_1 - date_0).total_seconds(), hl=82.1e6)\n",
|
|
"P = .90382, 0.0602\n",
|
|
"T = 10*60 + 47, 2 # s\n",
|
|
"omega = A/(d_max**2)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 250,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"212198400.0"
|
|
]
|
|
},
|
|
"execution_count": 250,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"(date_1 - date_0).total_seconds()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 251,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [],
|
|
"source": [
|
|
"counts = np.sum(mitte[0][range_t[0] - 1:range_t[1] - 1])\n",
|
|
"counts = counts, np.sqrt(counts)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 252,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [],
|
|
"source": [
|
|
"rate = SecondaryValue('counts/T')(counts=counts, T=T)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 253,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"(422.7496136012365, 1.5365950819791954)"
|
|
]
|
|
},
|
|
"execution_count": 253,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"rate"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 254,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [],
|
|
"source": [
|
|
"rand_rate = SecondaryValue('4*tau*A*omega/(2*pi)*counts/T')\\\n",
|
|
" (tau=tau,\n",
|
|
" A=A0, omega=omega, counts=counts, T=T, pi=np.pi)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 255,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"422.7496136012365"
|
|
]
|
|
},
|
|
"execution_count": 255,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"rate[0]"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 256,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"969"
|
|
]
|
|
},
|
|
"execution_count": 256,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"range_t[0] - 1"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 257,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"(0.35282827909085285, 0.01080269632280018)"
|
|
]
|
|
},
|
|
"execution_count": 257,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"rand_rate"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 263,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"(0.35282827909085285, 0.01080269632280018)"
|
|
]
|
|
},
|
|
"execution_count": 263,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"rand_rate"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"source": [
|
|
"# Effektivitaet"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 268,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [],
|
|
"source": [
|
|
"effectivity = SecondaryValue('rate/(A*omega/(2*pi)*P)')(P=P, A=A0, rate=rate, omega=omega, pi=np.pi)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 269,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"(0.018406751465434315, 0.0013462868493623811)"
|
|
]
|
|
},
|
|
"execution_count": 269,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"effectivity"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 266,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"244744.15933688084"
|
|
]
|
|
},
|
|
"execution_count": 266,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"A0[1]"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 267,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"(422.7496136012365, 1.5365950819791954)"
|
|
]
|
|
},
|
|
"execution_count": 267,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"rate"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {
|
|
"autoscroll": false,
|
|
"collapsed": false,
|
|
"ein.hycell": false,
|
|
"ein.tags": "worksheet-0",
|
|
"slideshow": {
|
|
"slide_type": "-"
|
|
}
|
|
},
|
|
"outputs": [],
|
|
"source": []
|
|
}
|
|
],
|
|
"metadata": {
|
|
"kernelspec": {
|
|
"argv": [
|
|
"/usr/bin/python3",
|
|
"-m",
|
|
"ipykernel_launcher",
|
|
"-f",
|
|
"{connection_file}"
|
|
],
|
|
"display_name": "Python 3",
|
|
"env": null,
|
|
"interrupt_mode": "signal",
|
|
"language": "python",
|
|
"metadata": null,
|
|
"name": "python3"
|
|
},
|
|
"name": "Untitled.ipynb"
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 2
|
|
}
|