From c9fd9aae7289a17c486d993a43ee52b4e60c68eb Mon Sep 17 00:00:00 2001 From: hiro98 Date: Mon, 16 Dec 2019 00:35:31 +0100 Subject: [PATCH] Vorversuch Kennlinie PM3 --- LM/auswertung/Untitled.ipynb | 65 +- .../figs/vorversuch/kennlinie_123.pdf | Bin 0 -> 21887 bytes .../figs/vorversuch/kennlinie_123.pgf | 7895 +++++++++++++++ .../figs/vorversuch/kennlinie_pm3.pdf | Bin 16805 -> 20362 bytes .../figs/vorversuch/kennlinie_pm3.pgf | 8970 +++++++++-------- LM/protokoll/protokoll.tex | 72 +- 6 files changed, 12829 insertions(+), 4173 deletions(-) create mode 100644 LM/auswertung/figs/vorversuch/kennlinie_123.pdf create mode 100644 LM/auswertung/figs/vorversuch/kennlinie_123.pgf diff --git a/LM/auswertung/Untitled.ipynb b/LM/auswertung/Untitled.ipynb index 593bda8..f874f6a 100644 --- a/LM/auswertung/Untitled.ipynb +++ b/LM/auswertung/Untitled.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 10, + "execution_count": 21, "metadata": { "autoscroll": false, "collapsed": false, @@ -35,7 +35,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 22, "metadata": { "autoscroll": false, "collapsed": false, @@ -52,7 +52,7 @@ "131.75230566534913" ] }, - "execution_count": 11, + "execution_count": 22, "metadata": {}, "output_type": "execute_result" } @@ -66,7 +66,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 23, "metadata": { "autoscroll": false, "collapsed": false, @@ -83,7 +83,7 @@ "0.029514066805047763" ] }, - "execution_count": 12, + "execution_count": 23, "metadata": {}, "output_type": "execute_result" } @@ -109,7 +109,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 49, "metadata": { "autoscroll": false, "collapsed": false, @@ -123,7 +123,7 @@ { "data": { "image/png": [ - 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\n" 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\n" ], "text/plain": [ "
" @@ -135,14 +135,57 @@ ], "source": [ "%matplotlib inline\n", + "\n", + "T = 140\n", "fig, ax = set_up_plot()\n", - "calib = pd.read_excel('../messungen/vorversuch_kennlinnien.xlsx', sheet_name='Kennl')\n", - "ax.set_xlabel('Spannung [V]')\n", - "ax.set_ylabel('Events')\n", - "ax.plot(calib['U/V'], calib[\"N123\"], marker='.', label='Kennlinie PM3')\n", + "calib = pd.read_excel('../messungen/vorversuch_kennlinnien.xlsx',\n", + " sheet_name='Kennl')\n", + "ax.set_xlabel('Spannung $U_{3,HV}$ [V]')\n", + "ax.set_ylabel('Zaehlrate PM3 [$s^{-1}$]')\n", + "ax.errorbar(calib['U/V'], calib[\"N123\"]/T, yerr=np.sqrt(calib[\"N123\"])/T,\n", + " marker='.', label='Koinzidenzrate 123')\n", "ax.axvline(2300, linestyle='dotted', color='gray', label='Gewaehlte Spannung')\n", "ax.legend()\n", "ax.set_xlim([calib['U/V'].min(), calib['U/V'].max()])\n", + "save_fig(fig, 'kennlinie_123', 'vorversuch')\n" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "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": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = set_up_plot()\n", + "calib = pd.read_excel('../messungen/vorversuch_kennlinnien.xlsx',\n", + " sheet_name='Kennl')\n", + "ax.set_xlabel('Spannung $U_{3,HV}$ [V]')\n", + "ax.set_ylabel('Zaehlrate PM3 [$s^{-1}$]')\n", + "ax.errorbar(calib['U/V'], calib[\"N3\"]/T, yerr=np.sqrt(calib[\"N3\"])/T,\n", + " marker='.', label='Kennlinie PM3')\n", + "ax.legend()\n", + "ax.set_xlim([calib['U/V'].min(), calib['U/V'].max()])\n", "save_fig(fig, 'kennlinie_pm3', 'vorversuch')" ] }, diff --git a/LM/auswertung/figs/vorversuch/kennlinie_123.pdf b/LM/auswertung/figs/vorversuch/kennlinie_123.pdf new file mode 100644 index 0000000000000000000000000000000000000000..8cdc7cdc888ccf9099748d90b082001e442b11f7 GIT binary patch literal 21887 zcmeHvc|28J)G$f7=6OhU&4li3%uHsPDuv84UvpB5l6fX`B(stX35jGZlp!P{g=9=6 zrR3Y^svhKhzTV;YegC}r?an#t?!DLAYpuQ4I(w~s_;i&IiJ}f*VSG1-;WuhvC^!<1 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+\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.830382in}{0.651389in}}{\pgfqpoint{3.842535in}{3.198611in}}% +\pgfusepath{clip}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.121569,0.466667,0.705882}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{1.003750pt}% +\definecolor{currentstroke}{rgb}{0.121569,0.466667,0.705882}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.020833in}{-0.020833in}}{\pgfqpoint{0.020833in}{0.020833in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{-0.020833in}}% +\pgfpathcurveto{\pgfqpoint{0.005525in}{-0.020833in}}{\pgfqpoint{0.010825in}{-0.018638in}}{\pgfqpoint{0.014731in}{-0.014731in}}% +\pgfpathcurveto{\pgfqpoint{0.018638in}{-0.010825in}}{\pgfqpoint{0.020833in}{-0.005525in}}{\pgfqpoint{0.020833in}{0.000000in}}% +\pgfpathcurveto{\pgfqpoint{0.020833in}{0.005525in}}{\pgfqpoint{0.018638in}{0.010825in}}{\pgfqpoint{0.014731in}{0.014731in}}% 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