{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "Scripts for Calibration of Cernox Sensors\n", "---------------------------------------\n", "\n", "Make a copy of this notebook for an other run." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import math\n", "from scipy.interpolate import splrep, splev\n", "from zcalib import read_curve, convert_res, compare_calib, make_calib, logrange, Sensor, CalibRun, nplog, npexp" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('lsdat', 'READ /afs/psi.ch/project/SampleEnvironment/SE_internal/Thermometer_calibs/2012/73027 Cernox 5/X75610.dat')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-12_p0_c1.dat')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-12_p1_c1.dat')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-12_p2_c1.dat')\n", "{'selected': 0, 'averaged': 60}\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-12_p0_c2.dat')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-12_p1_c2.dat')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-12_p2_c2.dat')\n", "{'selected': 0, 'averaged': 60}\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-12_p0_c4.dat')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-12_p1_c4.dat')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-12_p2_c4.dat')\n", "{'selected': 0, 'averaged': 60}\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-12_p0_c5.dat')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-12_p1_c5.dat')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-12_p2_c5.dat')\n", "{'selected': 0, 'averaged': 60}\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-12_p0_c6.dat')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-12_p1_c6.dat')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-12_p2_c6.dat')\n", "{'selected': 0, 'averaged': 60}\n" ] } ], "source": [ "run = CalibRun([\n", " Sensor(3, 'X75610'), # the reference sensor must be the first\n", " Sensor(1, 'X220790', 'CX-1010-CU-HT'),\n", " Sensor(2, 'X220943', 'CX-1050-CU-HT'),\n", " Sensor(4, 'X149796', 'CX-1050-SD-HT'),\n", " Sensor(5, 'X221295', 'CX-1050-CU-HT'),\n", " Sensor(6, 'X222481', 'CX-1050-CU-HT'),\n", " ],\n", " t_points = (1.58,1.59) + logrange(1.6, 310, n=195) + (330,), # the points to be used in the cal file\n", " caldate = '2024-12-12', # the first measuring day!\n", " logT = False,\n", " logR = True,\n", " calib_data_file = '/home/l_samenv/sea/calib_scripts/calib_data/calib%s_p%d_c%d.dat',\n", " outputpath='%s/%s.340')\n", "# smooth depends on number of measured points (1e-7 for 60, 0.8e-7 for 48 and 0.4e-7 for 24 points)\n", "run.make(diflim=0.001, smoothref=1e-7, smoothtst=0.4e-7)" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('z340', 'READ 2023-11-05/X133982.340')\n" ] }, { "ename": "IOError", "evalue": "[Errno 2] No such file or directory: '2023-11-05/X133982.340'", "output_type": "error", "traceback": [ "\u001b[0;31m\u001b[0m", "\u001b[0;31mIOError\u001b[0mTraceback (most recent call last)", "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[0mtestlist\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'X133982'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'z340'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'X133928'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'z340'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'X131824'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'z340'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'X132254'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'z340'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'X137461'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'z340'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0msensno\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mkind\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mtestlist\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 6\u001b[0;31m \u001b[0mr0\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mt0\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mread_curve\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'2023-11-05/%s.340'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0msensno\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'z340'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 7\u001b[0m \u001b[0mr1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mt1\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mread_curve\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'2023-11-05/%s.340'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0msensno\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mkind\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 8\u001b[0m \u001b[0mdiff\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcompare_calib\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mr1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mt1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mr0\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mt0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", "\u001b[0;32m/home/l_samenv/sea/calib_scripts/zcalib.pyc\u001b[0m in \u001b[0;36mread_curve\u001b[0;34m(filename, kind, instance, **filterargs)\u001b[0m\n\u001b[1;32m 118\u001b[0m \u001b[0;32mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkind\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"READ %s\"\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mfilename\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 119\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 120\u001b[0;31m \u001b[0;32mwith\u001b[0m \u001b[0mopen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfilename\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mf\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 121\u001b[0m \u001b[0mcurves\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mc\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mfilter\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0moutput\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 122\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mline\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mf\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", "\u001b[0;31mIOError\u001b[0m: [Errno 2] No such file or directory: '2023-11-05/X133982.340'" ] }, { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# compare known sensors (skip if not applicable)\n", "plt.figure(figsize=(10, 6))\n", "tmin,tmax,dmax=1.4,310,0.001\n", "testlist = (('X133982', 'z340'),('X133928', 'z340'),('X131824', 'z340'),('X132254', 'z340'),('X137461', 'z340'))\n", "for sensno, kind in testlist:\n", " r0, t0 = read_curve('2023-11-05/%s.340' % sensno, 'z340')\n", " r1, t1 = read_curve('2023-11-05/%s.340' % sensno, kind)\n", " diff = compare_calib(r1, t1, r0, t0)\n", " plt.plot(t0, diff, '-')\n", "plt.plot([tmin,tmax,tmax,tmin,tmin], [-dmax,-dmax,dmax,dmax,-dmax], '-')\n", "plt.legend([sensno + \".\" + kind[-3:] for sensno, kind in testlist] + [\"window\"])\n", "plt.xscale('log')\n", "plt.yscale('symlog',linthreshy=dmax)\n", "plt.grid(True, axis='y')\n", "plt.axis([1.0,350,-1,1])\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('z340', 'READ 2024-12-12/X220790.340')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-12_p0_c1.dat')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-12_p1_c1.dat')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-12_p2_c1.dat')\n" ] }, { "data": { "image/png": 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\n", 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\n", 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rqCjgWNkxrx6ghgYREHIMQghxaauJA9TQEAJCptoQQlziUvPcAdG2kfcukoMGEBAue1ltlyCEELUqNT+VQFMgTfybeLXfeh8QtrLi2i5B1Bf2Mtjzo5zYIOq89KJ0nl3zLHvy9pxT+70Fe2llbYVSyqt11PuAsJeX1HYJoo5LzS5m0ZyPKHirO0VzR8K826G8sLbLEsIjh8vBxFUTWbJ3CaOXjeb7fd+fdZ29+Xu9foAaGkBAOMplC0JU7bXlu3jynQ9JynuDQU3M9IuJZtrRDfDZCHC5aru8umvbIljzDuTtr+1KLjmfbPuErce2MrHXRNo1asdza5+joKKgyvY5ZTnklufSOsS7B6ihngdEqTJIQHhRYbmdpVuyWLoli00H89Ba13ZJF2Tpliw+XbWVkJazWB7oz1UthhCiu/OvxiFMKdkDqT/Udol1kt6/FtuXD5C28u+s/7gXpb9Mqe2SGpxdhwt5dXkyd0xdz5TEVMrt7tsWHCs7xtStUxkSO4TRHUfzfJ/nqXBWsGTvkj9W1hqKDp/4grM3fy8AbRp5fwvCa7ccrQ0HTUZcNtnFdKHKbE7+sSyZhUnpVDj++FbdLSqEv17fjgHtI2qxuuo5mFPK019to2fLKfzuC39vdxfD+02kpMLGkDl/5iPrr1y18k26tBtc26XWLaW5ZM+7j/HNmpNqcX9/bLH9Pd4IjqBT3MgzrupyaX7dl4vN6SI2NIAWof7nNXRxhYOdWYVk5ZfRJSqEVmEBXt+nXhckpmQz/vONOF2amNAA3vg+hQUb0vniob58ve9LHC4HD3d7GID2jdvTNbwrC1MWclfHu1D2MlhwF+z9CYwW6P8kqeGRgHcn6fuveh0QTgWlFUW1XUa9diCnhIc+20jKkSLuuDyakT2jCbIYSdqfx4crUxnz6QYGd2rCs3+Kq/o/fOEhyN7pvnmTfyg0jgX/xhf3hZzite+TCfT7hW1+OTxsjmZ4v4kABPiamXXTq9zyzSBm29L4R8ZmTFHda7XWuiT1y5f5MNhJqsWXMR0eZ8kvRygNnMfdv73EB37B9I0d5HG9jLxSnvxiC7+k5QJg9jEw877L6dcm7Kxjaq35+vdMXvhmB8UVDkDTWe0jqpGF4UOGkdC56UUPikPFh1iZsZLW1tZ0De+Kr4+vV/r9T0o2D85Oom1EELPu70V4kC+rdh/lgdlJTPjydzIDv6Bvs74n3RHutna38dza50jKWMPlP/wD0n+BK/8KWZvhP6+yt//9BJmDCPcL90qNldXrgADItRURexHH01pjc7qocLjwMbjYkbOF9YfWY/Gx0C2iG/FN4jEaLt6vtajczlebMtmaUUBRuZ2r2oVza88oLCYfd4OKIsjcBAXp0HYwBP7xJjqYU8rtH/9CucPJrPt60b9tGGQngyWEdr2iGdkzimlr0njvp1R+Sk7kxm7N6RZtJSYsgJhQfyLL9mBc8ZT7DXsqv0YQEgXmQDD5gzkAGsVARBy06OP+dw39p9+Sns+yHWlEtVtCe5uNcUPePun52MYRXN1kOCuyv+T6bycxaPyiGqnD5rTxw4EfWJe1jmNlxzD7mIkNjqV/VH96Nul5zh96WmscLo3Jp2b3CGt7GWuPLuXfoQE81uNxHug6jn5hOfx9hplGMdP5y6oJfBoYSVx4p5PWSz5UyF1T1+LvKub/EqKJbNGW57/ZwQOzk5j/YF+6RIWccdyXl+5k5rr99IppzJPdnXT79a/45u2GUpi74DvGrH2Ml0b2JjYsoFqva9exfXyyZSZbc5IYHHstd8WNpmlA0yrbbz+2nf/56X/ILXeHXauQVky9fipNAk4/hTTt0DE2LPuUFsVbCLVAm6tuw9BuMBhPD5T03FIen/c7bSKCmPdgH0L83Hd9698unGf+1JG//7wQv+gjPNP7mZPWGxwzmNc3vM5Xa17h8oMb4JZp0GUkFGfDuz1ITV9Dm/B2NRKiqi7tZ1ZKJQD/AnyAaVrr187U3i/WT/d9vj0L7viBcP9K6elywZHtENTspA9Ej+xl7g/QrN+h+AiUF4B2uvvQLpxOB7kl5RwrLKOgpJzichva5SLNYuPL8GIO+ToxaHAd/9uE2g1cW2Shd3EgZsw4lBmMZop9IcuvFGV0Em00McAcSBDafSW4ORDCO0DbQRB52Tl9cB7IKWHmuv18kZRBcYWDpsEWzEYDB3NLaRLsy7R7LqdL3g+s+2ECK42avWYTPSscJMRcT+zAV8m0+3P7x+sprnAwb1wvOh79Hta+C9k73AMENoEb/gXth5BdWM6UxL18kZROic29r3SYYT1vmj6m2BBEcuRIWl42kJYRjd1v2tw0yN0LhVlgKwF7KZQXovMPoJw2AMoCW1De/ib8Ov8JS4vLwcc7oaq15s5PfmWv7WMqAjcwz78LcbfNO61dfnk+A+dfzTXFJYy9cQ0dWlT9gcGRHbDn31ByDFr2g3YJuDBgc7rwMajTPrhtThsLUhYwbds0cstzCTUH08wYSLm9lIP2Qmy4aO4TRH9TdzpZ+hIW1pI2rVvTtEnzE397p9PJLxs3se33Xyg4ugntk06opYz2vorelkB8G8VCs67Q8UYIifRYdoWzgtUZq9lweAN+Rj+6hnfl2hbXVvkyN6+YwmOZ7xNmacWXo5ae+MB55utt2H+fwpaWiVSY/fl86AKiG7cBp530jcv5ffkMrtG/EkQpGtgS2oLs6Ct4ZedNWCx+LH/8qirD7ZN1W/jnpn8QFJxFy5Bwrj6cyp3F5YRe/TSu3H2w7l2+NbXmOUt/2kYrOkdaGRRzHb2a9TrrbTXTjhbz0k+fsKX8UxSaruUVbLH4YlEmZgz5lE4R3U5bZ2fOTsZ8Pwarb2NubzkRo28+H25/DauvlWmDphEVFHWi7Yb/LCYscSKx6hDF+GPXBhqpYlxh7cm94W0y/ALJKcvB5rJhVn688V02WUeD+e7R/qdtjTudLq74bCQlzqP8eOv3NAk+OQxfXHY/K478ysrmN+I7+NUTy3Xi61yVNovro6/lxevf9/h7OHD3PQC0/Gz2iWVKqY1a6/gz/gKpQwGhlPIBdgPXAxnABmCU1npnVev4xfrpNi+1wd8YxH2d72FEmxE0SV4Gia9B8WFAQXQv6PUgxN30x4eQywUH18HmuWSlLCUNG3kGAyH40MTHnxZOAy4nlDk0pXaNXRtAKUxGE2VmH6aHaJb7OYlwKsYWG+lVYcSh4Xezi28C7Owwu/B3QZwNzNpFqgmyjSf/Bwl1aMbkGxmk/WisSvAtOohCQ7PuuAa+xFpfI1/t+QqL0UL/qP4MajmIMrvm17Qc5v2Wzk+7juCjFMO6NuO+K2LpFm1Fa80vabk89cUmxpZ/TFrYRr4KCsTPYCbavwl7itNBa4aX2bHmX82P5Vfy0fUWWu76BDJ+gyadIf4+d4EbZ8LhbXD5OBg0CUx+aK05WlCK46dJNN82hfSgbrwe/CzL9zlxupy0isqhXcuj+PofwWBwYjH6EW5qR25Oc9anmNifXURrlUVvQzKDDEn0M+zAR2lK8CXJHEOyf2MOWxQlZgMuk5Hm/o3oFNaKvrHXExJ5biGycvdR7pv7FYEx73NnYRETR62A8PYe276y4lG+PvQfbj52AxP/Otnzh9j+tTDnVrCX4FRGfLSDDJryjuNmvnL0w4UBq7+JmNAAesVY8Q/ewPLMT8mqyKWPy8z9Rw/Ru7TkxNkgBeZg/mOCL4L92Grxxc/lYkBpGf3KyulYYSdAu7ApOGAykWTxZZ2fhVSz+aSSjBo6OFx0Ky2ha4WNrpF9iRw4GRXRAa01KbmpfLb9S35IX0KZswiLwYxDO3FoJ2M6jeEvl/0FH4PP6b+P9+P5IqiCmYM+o2ezP3a7FVc4uOHd1dxl/yczm6YRhIHZzjCsR9Mw2gooxh/dYRh7m0bx0qGf2Wtzf/Pu4TCzdf84/jpkCPf2izltvCXJG3hm3WMYfMoZ2iqBo/t/5jdXCT4GI90iuhPuF86OQ7+RXuHuTzsCUAYHGCpobG7GuE6PMCR2EIEWE75GAy4NOcUV/Lovl+W/72F/wRukWw/Sp6yMieWNUGF92Zf+C2+GF1HoY2L6wCl0jL7yRD0FFQXc/u3tFJeXk7CvHf0rdmLHyM7gUOY2TSfEvzGzEmbRxOkidcFE2mQu5rChCcZhb5HevDlvrfmKvTmrcZrzKDd4/pIXHdCeZ/v+lSsirzhp+bqsdTz0w0PYjgznjvZ38PLwzn88WZzNumlX8FAjC+/0f5PrYhMosznZdDCPINNRRifexkT/doy+9UuPYzaUgOgLvKS1Hnz88dMAWutXT2n3IDABsIY1CQhb/ZiFhxr1INf/MArF1SWlDHE1omVoAv4Vx4jIXkVAaQY2Uwj51k4oraF4Dz+ZylkcFMQO39O/hWiXEVdFU0z2SJqbw4kNCibM306GYz9bS7di13auDb6WhJAEfA2nb0oerDjIyqKVHLEfwaZtNDM1o5VvK2J9W2G3BZBcksmasu8oMWTiKOpA+eERWF0mRlvW0d38HVMbK5J9zZhdATgBp6EEn+IeFGbciksbCDLBgBYmro020shy8oeactlpuuNtXjHvZauvL91N13FP86GYlIlCZyErDn/FWvtGzNrFPQVFDCopJRp/9sfew96IXmQ7jpHtyCbHno0jfyOFFVkcNvliNwVhUWaal+cTVV5AgF8r8sL7UqEdpFccZnf5HipwHw9y2aygfcGnBIOx+HhdFhoTQ5Q5Cl+DDzZtp8SeS6kznRyVR7nhj4PjZpfGjKbY4H5tSmv6lbsYEXAllsjb0FXswnNpzYvrSikOe48Q00Gml8eQHve/Vb7nsm2H+fuhyQzLMXPY9x/cE2c+aTM9qHAPLbY+zwuhYaz1teBSTkIrrNxZmsOo4oM4VBh7fDtzmBB2q2OsCjnIfl/oUGHj8dwCol1RHAmM44h/e3bZI1hyJJT0cl+iAxXDW9gItCSz1b6JTfY0SpTttPp8tIF2xuZ0COhKC7+2mLHwbXo2mwv34R94EIMlHTvuqWYaOZ1YMJOrfKgw2EBD52ILDxQfon+5++/yWlgEC4Is9A3sy6jGo056rYezt/N2yYe0tkfwULsXT6tlf4GTSb+Uc5V1JduaLCfIqRiR1ZxM3Y/4HpeTzAa+yv0Kq9HK4JDB+BckM9+2kSCngbyDT/HilZEEmv8Yr9hRzjP7X0crG483fZgrC5PpkPIeia1HsTjQQkp5CqXOUqLMUfSucHL3vhWU+cfxgvFR1pbtx9D4BwyWbKLKfHkgt4LO5U7sGCnQARSYy5gbXsZmPzOjSiChyb0Uhro/C+0uzYZNi/mP9QfKDIqngm4hKPxaKlwVTM3+mNTyVKZk5XOFrYBjvi2wawONbZnsMSvGNYugkROeP3aM+DI78/wGk9q+Fb+U/cZh+2GMGAnWLcnLDeV+w2Yuq8ikJGokP7v68GVaIV0jD5NnWUmuM5erg67mpkY3YVRGtNa8ffhtCpwFtCp4ilUZMPkKP5oFGkBrumz7O4H52xgQE0s7v44E5Y3m+312HBr8rJsxNpvP7CPFFFw+DdTpwd/on+5drHlP/O3EsmuuuabeBcRIIEFrPe7447uB3lrrR6paJz6+p/7l1nx+KmnFmz5/YnCjKSwNspBngFDfCPo2GUi7oMtpnLGbxuk/YSvbzvf+Rn4O8MFm0OjyptgKu+PraE1EQChhwU4CAgowWLIoZj8Hi/dQZPvjIHiQOYjrW17PXR3vuuA5T5wuJ3N3zeWdTf/C4bQTbupEoT2HMrIIcJiYkHuUa4vtLDDexFdNgjnku5w2ftfwRI/niY9p/Mcxhspy9lL65f38WWexxeJHo5JxZGS24bFr23JTj0h+T8/nlaU7sKmj9Or0A78WJLl/9yiUUrj0Hx/SBmUg3C+cpj5+NDm2D2UvpdhgINts4bCvhSJnxYm2kYGRdAnrwrUtrqWJqQu/7a0gv9SOQWmahpZh8NvH3qLtbM7efGJSMZPBhNXXSsvglrS2tqattS1tGrWhjbUNAcYgDuUWsnXfPtbtXk1K7krSA3dT6gMj7X787y0L8WsUc9rL/2ZzJk/++10sTZbxj+wcbrj3Z4jocMa/w58XDCKlOIPSPRO4N6E/46/O4m9AAAATcklEQVR2X41qqyhn6wd9+d8QG0cNJpr6XEXn5mHsKdrAgcIDmJUPnfDFXF7IbqMiz8eHZtqHUb5dMDqvZVF2c7Zkn3zFdvdoK49c04brOkac9OHs0i72Fexjd95uyh3lmHxMRAVG0a5RO/xNp58YsHL3UZ5YuJnckjLi29mw+u/Bkf8jVns6IdpGlwob/crKCTVZSW86kC8K49h7OJ9JfnOZ18jFtCA/nu71NHd2vPNEn2OmXck2n3ymX/0p3Vtd7vF39d3WQ7yxYhfpJSn4R3+Gj7GMy5teTk55Nqn5qVwReQWvX/U6Ib7uYw6bNk3l/q3v0r3YTOPQj3l71B/93rzwL+wu/ZnH4t7iwQ5d4IPe0LQL3LsUDB625DbPhaWPg48vLms09tz9fGtRvNe4ETk+BsJdRlo6jZQoO8lGJxYMvNThXob2+utpu2wdThcvff4pqx3/h1Yuhvs05lcjpNjzeeVYLp3pQMztb+AT7f78LC7MY8XSeSQfWMH3EfspMLkwYsJxPJy7hHXhlra3kBCbQIApgNeW72Lmyp18Hvge8Y5NvGy/m+SWo/l8bG80Tt7Z9A6zd86mjbUND3R5gN8O/caXqV/yYu/nGRA1nGveTKRj82DmjeuNz9p/ws+TYMibvOg4xOLUpRTsepbh3WIY2qUZL61/njK1iaT0VHzuXQqx/U/71TWULYhqBES8Tpo8GP3rx5QoP2wOFyNsL5AZmIfJugGfgFSUOvliKAMm2vhfyaDoEVzV4jKiGvsTbPG8L1NrTZG9iLzyPPyN/lgt1rPu9zxf6YXpLNqziMT0RML9wxkQNYCb296Mf+EhWPEM7P4ezIF80KIjHzmP8HiLPzGuzUj37haDCZwVcCwVdn9Pecp3PBIRygZfE69f/QZ9m1zHEws382Ny9onxYkL9mT7mclqHB5JelM7m7M3sL9yP1hqrr5WYkBhaBrekeWDzP16rywVHkyHvALS5Doy+lNpLcWonZh9ztc7w0Fqf80E1u9PFnN92sXjjM+wN2ktLu4sX+r1Br7ihJ9ocyCnhpk++wtn0bQaUl/Kvxn1Qt806a9+rdy3i4V9f5vaSlkw7+GfimgXTtkkgLfe+z/Km6ygwBPNc7/e4Ma7Xibp35Ozg27Rv2Z23G7vTTovgFvRp1odBMYNO+l3kldjIzC+jwuGkTUTQiYOS3nC0qIKZ6/bx9aZMckpsNA2xMKSDlftb5hBhKHCfTdbySvBxf0Od+9tB3l+8kq8DXmVShIE1FiN/v2ISN7S+gW93fMXTSS8yoqwpr4w/87UhLpdmR1YhFksxi/bOZv2h9fgoHx7q9hCDWg467WY1077/H/51ZBUDjjViyPXz+VPX5kz8YQrfZX1IrPEGltzxCsy9FQ6sgz+vg9AzXOyVuRF+n+M+thXcDDoMpTSyJysyEvn54M8cKT2CxWjhysgruaXtLYT6hZ7xdTz15XdsPvYPjvkVYtSasUcCiGpxD0PveBjlIaQKSu1sTM8m07GKrJKDNPFvQt/mfWnf+ORdmFprFm/O5OOfkvlb0RsMUr/h6Ps4xoHPg4/7PfDzwZ/554Y3OFiciVFrbikq5qm8YkzNurIleAAfbXHweIt9dDi8BDrdzNHBH3LX3Llk+f0fA8Me4+0/jQPgmoXXYi+K5qeM5Rh6jMY8/J3T6m4oAXFOu5gqi4+P10nfzYIP+0FoG8punUeaqwk5xTbK7U5suoT00h0YTPn4+yqig6LpEdHjxDeceuHQVtgwDb3nB56yVPB9gD//yj7GNaUnT1JY6t+Yv0XFsM6ew+QrJ3ND6xtOPJdyuIjElGx6tGhEz5aN8Kli/2hdV1zh4LWv/sXa0hnk+SiuCB7CS4OeJ79Ecf+8xeQHfYLVWMTijCxCH1oLYWc/L1xrzX1zriLVlsejrd5lxu8mIkq3o8LeYYevhdnD5tEprNNZ+6kt//3/ey5hO3v9fuYv+Y65fi/xt5hWbNCldA7tzM6cHbS2VTC596d07NrPq/W5tIunF93IstIDXJYbSXpQT7KNSwl2dWPZHVOx/vwMJM1wnxDRc4xXxz4brTWJKUf5dksapeWlPHp9PHHNg73Wv8ulcTntGJc/CZtmQWRP6PcoWFtA8lLsv03jF6OTtpH9aNr6eig6BGmJcGjziT5WNb2Xbe0e4dN1BymusNGiy8dYzJrFwxezJ28PI5eO5MGOT9Nq6Uyu9t1N4DN74ZTjSw0lIIy4D1JfB2TiPkh9p9Z6R1XrxMfH66SkJEj/DcLagZ/1IlVbC7SmLG8f9yU+TkrxQf7e+jaGNeoMBiNpZl+e2Po+aYX7eKnvS4xoO6K2q61Rmzf9yJz1D/N9oC/K4Y/D3giD7xHCzAG8fyCFzn0eh2ufO+f+Ug+u4dafxzPQGMqDfZ9h0n+e4HcjvNH7BRI63laDr+Tie/vfKRSs/IDnTLP4Z5vLWGvQDDh6kJ5lUQyYuKpGxrQ7bTw+9zpWu/IBaEoLFl37d0LWvwM7v4Er/gLXv1wjY9cZO76G756E0mPux8oA7f8E170I4e1ObpufTmFBDm+vOsKcXU7sTs1VbcN4KqEDGbb1TFg1gbcHvE1mUSb/3PhPfhz5I4lfLOT2/c+xe/DntOt7w0ndNYiAAFBK/Ql4B/dprjO01pPP1P5EQFxCimxFPP6fx9lweAOdQzsTZA7il0O/EOIbwptXv0mfZn1qu8SLQmf9zu9zRjA9KJCcoFa0CQjhiZRVNPINgYd/AfP5XcX73qJbmFqyGwCj1rza7TESejxYE6XXKq01z369Df+NH/G0aR4+uNisOmK993NiYrx/Je5/OR029q1+jeD1HxJmK3Wf1WX0g6uecP94Ou7Q0DgdkJnk3lXb+tqzn4KPe1diUbmdVuGB7i5cToZ/M5wSewku7aKxpTFfD/+a4pJieLMta4x9uPp/F+Fn/mMrosEExPm6FAMC3OfZz9wxk3VZ68guzWZoq6Hc1u62k68FuRRkbHTvvy7NcT+OjIdbPoHGrc67K+10snvnQrZkrKFjywF0ibvVy8XWHU6X5oukdDauXkZkWQo3PvAirZpcpK3vggz3sYTSXGh7vftiSnFeVqavZPr26ZgNZm5pdwtDYocAcOSzsfinfsf7PZfx9I2XnWgvASEuXQ4bpP/qvsgxbviJg4Di3JzPyQKijktLhNnDecT+GPeM+yu9Yt3T3VxIQFwC23WiQTOaIfYq99QDEg7nTcKhAYm5CldgE+6w/MKTX2yh1HbhN8aSgBBCiIbA4IOhy630079TmJfNa8t3XXiXXihLCCFEXdD1NgwuO5PapjJ7/QHWpR67oO4kIIQQoqFo2hXC2jPEtYrYsACe+GIL2UUVVDhc1boBWL2f7lsIIcRxSkHXW/H5eRJTbg/joaVHSTvqng9t+AsriA0LIDb83KdNly0IIYRoSLq4T9HueGwFKycMoEtUCLFhAYzq1YImwb5sz6z6/tanki0IIYRoSBrFQHRv2PoF6sq/EWA2EmA28sINcSeaqKonOT6JbEEIIURD0+VW9wSbR7ZfUDcSEEII0dB0uhkMRti68IK6kYAQQoiGJiAUWl8H2xaBdp29fRUkIIQQoiGKvw+KsiBrk/t+6hVFZ1/nFBIQQgjRELUfAvcsARQc3QWvx8CnQ2H12+fchZzFJIQQDVWrqyHyMigvhL7dIfUn+Onc770hWxBCCNGgKbCEuG/K9Oc18ETKOa8pASGEEJeSoKbn3FQCQgghhEcSEEIIITySgBBCCOFRnQoIpVRHpdRHSqlFSqk/13Y9QghxKfNKQCilZiilspVS209ZnqCUSlFKpSqlJp6tH611stZ6PHAbcIU3ahNCCFE93tqCmAkkVF6glPIBPgCGAHHAKKVU3PHnuiilvj3lJ+L4czcC3wHLvFSbEEKIavDKhXJa61VKqZhTFvcCUrXWaQBKqfnAcGCn1nobMKyKvpYAS5RS3wFzzzSubd8+Dtx9zwVWL4QQDVf5rl1YOnSo1ro1eSV1JJBe6XEG0PtMKyilBgA3A75UsQWhlHoQmABY2/j5k5+f75VihRCiQWralPx2bdmXmHjeq55TQCilfgQ8XV3xrNb6m/MetQpa60Qg8SxtpgJTAeLj43W3pUu8NbwQQohKzikgtNYDq9F3JhBd6XHU8WVCCCHqgZo8zXUD0FYpFauUMgN3APJ1Xwgh6glvneY6D1gPtFdKZSilxmqtHcAjwAogGViotd7hjfGEEELUPG+dxTSqiuXLkNNVhRCiXqpTV1ILIYSoOyQghBBCeCQBIYQQwiMJCCGEEB5JQAghhPBIAkIIIYRHEhBCCCE8koAQQgjhkQSEEEIIjyQghBBCeCQBIYQQwiMJCCGEEB5JQAghhPBIAkIIIYRHEhBCCCE8koAQQgjhkQSEEEIIj7xyRzlvUUrdBAwFgoHpWut/13JJQghxyfLWPalnKKWylVLbT1meoJRKUUqlKqUmnq0frfVirfUDwHjgdm/UJoQQonq8tYtpJpBQeYFSygf4ABgCxAGjlFJxx5/ropT69pSfiEqrP3d8XSGEELXEK7uYtNarlFIxpyzuBaRqrdMAlFLzgeHATq31NmDYqf0opRTwGrBca73J01hKqQeBCYDVarWSmJjojZcghBDiFDV5DCISSK/0OAPofZZ1HgUGAiFKqTZa649ObaC1ngpMBYiPj9cDBgzwTrVCCCFOck4BoZT6EWjq4alntdbfeKsYrfW7wLve6k8IIUT1nVNAaK0HVqPvTCC60uOo48uEEELUAzV5HcQGoK1SKlYpZQbuAJbU4HhCCCG8yFunuc4D1gPtlVIZSqmxWmsH8AiwAkgGFmqtd3hjPCGEEDXPW2cxjapi+TJgmTfGEEIIcXHJVBtCCCE8koAQQgjhkQSEEEIIjyQghBBCeCQBIYQQwiMJCCGEEB5JQAghhPBIAkIIIYRHEhBCCCE8koAQQgjhkQSEEEIIjyQghBBCeCQBIYQQwiMJCCGEEB5JQAghhPBIAkIIIYRHdSoglFKtlFLTlVKLarsWIYS41HnrlqMzlFLZSqntpyxPUEqlKKVSlVITz9aP1jpNaz3WGzUJIYS4MN7agpgJJFReoJTyAT4AhgBxwCilVNzx57oopb495SfCS7UIIYTwAm/dk3qVUirmlMW9gFStdRqAUmo+MBzYqbXeBgzzxthCCCFqhlcCogqRQHqlxxlA7zOtoJQKBSYDPZRST2utX/XQ5kFgAmC1Wq0kJiZ6r2IhhBAnnFNAKKV+BJp6eOpZrfU33ipGa50DjD9Lm6nAVID4+Hg9YMAAbw0vhBCiknMKCK31wGr0nQlEV3ocdXyZEEKIeqAmT3PdALRVSsUqpczAHcCSGhxPCCGEF3nrNNd5wHqgvVIqQyk1VmvtAB4BVgDJwEKt9Q5vjCeEEKLmeessplFVLF8GLPPGGEIIIS6uOnUltRBCiLpDAkIIIYRHEhBCCCE8koAQQgjhkQSEEEIIjyQghBBCeCQBIYQQwiMJCCGEEB5JQAghhPBIAkIIIYRHEhBCCCE8koAQQgjhkQSEEEIIjyQghBBCeCQBIYQQwiMJCCGEEB555YZB3qKUCgCmADYgUWs9p5ZLEkKIS1aNbkEopWYopbKVUttPWZ6glEpRSqUqpSZWeupmYJHW+gHgxpqsTQghxJnV9C6mmUBC5QVKKR/gA2AIEAeMUkrFHX86Ckg//m9nDdcmhBDiDGo0ILTWq4DcUxb3AlK11mlaaxswHxh+/LkM3CFR47UJIYQ4s9o4BhHJH1sJ4A6F3sf//RXwvlJqKLDU08pKqQeBCYAVKFdK7ahmHSFAQTXXvdhjVLef813vXNpfaJszPRcGHDtL33XFxXj/eHOci/EeOte2Z2tX3efr0/sHavczqOU5ra21rvYP8COw3cPP8EptYoDtlR6PBKZVenw38P6F1FHN2qfWlzGq28/5rncu7S+0zVmeS7rY74Pa/tterHEuxnvoXNuerV11n69P7x9v/m1rcowL2oLQWg+sxmqZQHSlx1HHl11sHrdQ6ugY1e3nfNc7l/YX2uZi/N4vhov1OurTe+hc256t3YU+X1/U+c8gdTxlaoxSKgb4Vmvd+fhjI7AbuA53MGwA7tRaV3dXkWgglFJJWuv42q5D1E/y/vG+mj7NdR6wHmivlMpQSo3VWjuAR4AVQDKwUMJBHDe1tgsQ9Zq8f7ysxrcghBBC1E9yKqkQQgiPJCCEEEJ4JAEhhBDCIwkIUWcppVoppaYrpRbVdi2i/lFK3aSU+kQptUApNai266mPJCDERXU+Ezhq93QsY2unUlEXnef7Z7F2T/w5Hri9Nuqt7yQgxMU2k/ObwFGIymZy/u+f544/L86TBIS4qPT5T+AoxAnn8/5Rbq8Dy7XWmy52rQ2BBISoCzxN4BiplApVSn0E9FBKPV07pYl6wOP7B3gUGAiMVEqNr43C6rs6dUc5ISrTWufg3n8sxHnTWr8LvFvbddRnsgUh6oK6MoGjqJ/k/VNDJCBEXbABaKuUilVKmYE7gCW1XJOoP+T9U0MkIMRFJRM4igsh75+LSybrE0II4ZFsQQghhPBIAkIIIYRHEhBCCCE8koAQQgjhkQSEEEIIjyQghBBCeCQBIYQQwiMJCCGEEB5JQAghhPDo/wGNEtmdaOxKSQAAAABJRU5ErkJggg==\n", 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# compare calibration files from points 0,1,2\n", "# with the optimized (average or selection of best)\n", "\n", "for sensor in run.sensors:\n", " r0, t0 = read_curve(sensor.outputpath, sensor.outputkind)\n", " plt.figure()\n", " dif = [0,0,0]\n", " for j in range(3):\n", " rr, rt = read_curve(sensor.caldat_file[j], 'zdat')\n", " rc, tc = make_calib(run.rref, run.tref, rr, rt, run.t_points)\n", " dif[j] = compare_calib(r0, t0, rc, tc)\n", " plt.plot(t0, dif[j], '-')\n", " plt.xscale('log')\n", " plt.yscale('symlog', linthreshy=0.001)\n", " plt.grid(True, axis='y')\n", " plt.axis([min(t0),max(t0),-1,1])\n", " tmin,tmax,dmax=1.4,310,0.001\n", " plt.plot([tmin,tmax,tmax,tmin,tmin], [-dmax,-dmax,dmax,dmax,-dmax], '-')\n", " plt.legend(['dif1','dif2','dif3','est'])\n", " plt.show()" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('z340', 'READ 2024-12-12/X220790.340')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-12_p0_c1.dat')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-12_p1_c1.dat')\n", "('zdat', 'READ /home/l_samenv/sea/calib_scripts/calib_data/calib2024-12-12_p2_c1.dat')\n" ] }, { "data": { "image/png": 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\n", 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\n", 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\n", 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "for sensor in run.sensors:\n", " r0, t0 = read_curve(sensor.outputpath, sensor.outputkind)\n", " plt.figure()\n", " dif = [0,0,0]\n", " for j in range(3):\n", " rr, rt = read_curve(sensor.caldat_file[j], 'zdat')\n", " rc, tc = make_calib(run.rref, run.tref, rr, rt, run.t_points)\n", " dif[j] = compare_calib(r0, t0, rc, tc)\n", " plt.plot(t0, dif[j], '-')\n", " plt.xscale('log')\n", " plt.yscale('symlog', linthreshy=0.001)\n", " plt.grid(True, axis='y')\n", " plt.axis([min(t0),max(t0),-1,1])\n", " tmin,tmax,dmax=1.4,310,0.001\n", " plt.plot([tmin,tmax,tmax,tmin,tmin], [-dmax,-dmax,dmax,dmax,-dmax], '-')\n", " plt.legend(['dif1','dif2','dif3','est'])\n", " plt.show()" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('z340', 'READ 2024-12-12/X220790.340')\n", "('z340', 'READ 2024-12-12/X220943.340')\n", "('z340', 'READ 2024-12-12/X149796.340')\n", "('z340', 'READ 2024-12-12/X221295.340')\n", "('z340', 'READ 2024-12-12/X222481.340')\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(10,6),dpi=150)\n", "for sensor in run.sensors:\n", " r0, t0 = read_curve(sensor.outputpath, sensor.outputkind)\n", " plt.loglog(t0,r0,'o',alpha=0.5, label=\"CH{}:{} {}\".format(sensor.channel, sensor.serialno, sensor.model))\n", "\n", "plt.title(sensor.outputpath.split('/')[0])\n", "plt.grid(which='both',alpha=0.2)\n", "plt.xlabel('T (K)')\n", "plt.ylabel('R (Ohm)')\n", "plt.legend()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 2.7", "language": "python", "name": "python2" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.5" }, "widgets": { "application/vnd.jupyter.widget-state+json": { "state": {}, "version_major": 2, "version_minor": 0 } } }, "nbformat": 4, "nbformat_minor": 4 }