diff --git a/vaki-autoelectron-emission/BOTH-1.csv b/vaki-autoelectron-emission/BOTH-1.csv
new file mode 100644
index 0000000..68770f3
--- /dev/null
+++ b/vaki-autoelectron-emission/BOTH-1.csv
@@ -0,0 +1,2500 @@
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+Note,TDS 2014 - 17:30:28   15.09.2023,,-1.8160,-20.0000,,Note,TDS 2014 - 17:30:28   15.09.2023,,-1.8160,-199.99999E-3,
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diff --git a/vaki-autoelectron-emission/BOTH-2.csv b/vaki-autoelectron-emission/BOTH-2.csv
new file mode 100644
index 0000000..7fb1313
--- /dev/null
+++ b/vaki-autoelectron-emission/BOTH-2.csv
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diff --git a/vaki-autoelectron-emission/BOTH-3.csv b/vaki-autoelectron-emission/BOTH-3.csv
new file mode 100644
index 0000000..5dc492f
--- /dev/null
+++ b/vaki-autoelectron-emission/BOTH-3.csv
@@ -0,0 +1,2500 @@
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diff --git a/vaki-autoelectron-emission/RISING-1.csv b/vaki-autoelectron-emission/RISING-1.csv
new file mode 100644
index 0000000..49d8b47
--- /dev/null
+++ b/vaki-autoelectron-emission/RISING-1.csv
@@ -0,0 +1,2500 @@
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diff --git a/vaki-autoelectron-emission/RISING-2.csv b/vaki-autoelectron-emission/RISING-2.csv
new file mode 100644
index 0000000..52c1a1f
--- /dev/null
+++ b/vaki-autoelectron-emission/RISING-2.csv
@@ -0,0 +1,2500 @@
+Record Length,2500,Points,-730.000019E-3,0.0,,Record Length,2500,Points,-730.000019E-3,0.0,
+Sample Interval,1.0000E-3,s,-729.000032E-3,-20.0000,,Sample Interval,1.0000E-3,s,-729.000032E-3,0.0,
+Trigger Point,729.999984,Samples,-728.000045E-3,0.0,,Trigger Point,729.999984,Samples,-728.000045E-3,0.0,
+,,,-726.999998E-3,-20.0000,,,,,-726.999998E-3,0.0,
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diff --git a/vaki-autoelectron-emission/RISING-3.csv b/vaki-autoelectron-emission/RISING-3.csv
new file mode 100644
index 0000000..dcfa508
--- /dev/null
+++ b/vaki-autoelectron-emission/RISING-3.csv
@@ -0,0 +1,2500 @@
+Record Length,2500,Points,-730.000019E-3,-20.0000,,Record Length,2500,Points,-730.000019E-3,0.0,
+Sample Interval,1.0000E-3,s,-729.000032E-3,0.0,,Sample Interval,1.0000E-3,s,-729.000032E-3,0.0,
+Trigger Point,729.999984,Samples,-728.000045E-3,0.0,,Trigger Point,729.999984,Samples,-728.000045E-3,-79.999998E-3,
+,,,-726.999998E-3,-20.0000,,,,,-726.999998E-3,79.999998E-3,
+,,,-726.000011E-3,-20.0000,,,,,-726.000011E-3,0.0,
+,,,-725.000024E-3,0.0,,,,,-725.000024E-3,0.0,
+Source,CH1,,-724.000037E-3,0.0,,Source,CH3,,-724.000037E-3,0.0,
+Vertical Units,Volts,,-722.999990E-3,-20.0000,,Vertical Units,Volts,,-722.999990E-3,0.0,
+Vertical Scale,511.953125,,-722.000003E-3,-20.0000,,Vertical Scale,2.0478,,-722.000003E-3,0.0,
+Vertical Offset,0,,-721.000016E-3,-20.0000,,Vertical Offset,0,,-721.000016E-3,0.0,
+Horizontal Units,s,,-720.000029E-3,-20.0000,,Horizontal Units,s,,-720.000029E-3,0.0,
+Horizontal Scale,250.00001E-3,,-719.000041E-3,-20.0000,,Horizontal Scale,250.00001E-3,,-719.000041E-3,0.0,
+Pt Fmt,Y,,-717.999995E-3,0.0,,Pt Fmt,Y,,-717.999995E-3,0.0,
+Yzero,-2.92996,,-717.000008E-3,-20.0000,,Yzero,-2.92996,,-717.000008E-3,79.999998E-3,
+Probe Atten,10.0000,,-716.000021E-3,0.0,,Probe Atten,10.0000,,-716.000021E-3,0.0,
+,,,-715.000033E-3,-20.0000,,,,,-715.000033E-3,0.0,
+Note,TDS 2014 - 17:19:53   15.09.2023,,-714.000046E-3,-20.0000,,Note,TDS 2014 - 17:19:53   15.09.2023,,-714.000046E-3,0.0,
+,,,-713.000000E-3,-20.0000,,,,,-713.000000E-3,0.0,
+,,,-712.000012E-3,-20.0000,,,,,-712.000012E-3,79.999998E-3,
+,,,-711.000025E-3,-20.0000,,,,,-711.000025E-3,0.0,
+,,,-710.000038E-3,-20.0000,,,,,-710.000038E-3,0.0,
+,,,-708.999991E-3,-20.0000,,,,,-708.999991E-3,0.0,
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diff --git a/vaki-autoelectron-emission/RISING-4.csv b/vaki-autoelectron-emission/RISING-4.csv
new file mode 100644
index 0000000..d50dfb8
--- /dev/null
+++ b/vaki-autoelectron-emission/RISING-4.csv
@@ -0,0 +1,2500 @@
+Record Length,2500,Points,-1.0900,-20.0000,,Record Length,2500,Points,-1.0900,0.0,
+Sample Interval,1.0000E-3,s,-1.0890,-20.0000,,Sample Interval,1.0000E-3,s,-1.0890,-199.99999E-3,
+Trigger Point,1.0900E3,Samples,-1.0880,-20.0000,,Trigger Point,1.0900E3,Samples,-1.0880,-199.99999E-3,
+,,,-1.0870,-20.0000,,,,,-1.0870,0.0,
+,,,-1.0860,-20.0000,,,,,-1.0860,-199.99999E-3,
+,,,-1.0850,-20.0000,,,,,-1.0850,-199.99999E-3,
+Source,CH1,,-1.0840,-20.0000,,Source,CH3,,-1.0840,-199.99999E-3,
+Vertical Units,Volts,,-1.0830,-20.0000,,Vertical Units,Volts,,-1.0830,-199.99999E-3,
+Vertical Scale,511.953125,,-1.0820,0.0,,Vertical Scale,5.11953,,-1.0820,-199.99999E-3,
+Vertical Offset,0,,-1.0810,-20.0000,,Vertical Offset,0,,-1.0810,-199.99999E-3,
+Horizontal Units,s,,-1.0800,-20.0000,,Horizontal Units,s,,-1.0800,-199.99999E-3,
+Horizontal Scale,250.00001E-3,,-1.0790,-20.0000,,Horizontal Scale,250.00001E-3,,-1.0790,0.0,
+Pt Fmt,Y,,-1.0780,-20.0000,,Pt Fmt,Y,,-1.0780,-199.99999E-3,
+Yzero,-2.92996,,-1.0770,0.0,,Yzero,-2.92996,,-1.0770,-199.99999E-3,
+Probe Atten,10.0000,,-1.0760,-20.0000,,Probe Atten,10.0000,,-1.0760,-199.99999E-3,
+,,,-1.0750,-20.0000,,,,,-1.0750,-199.99999E-3,
+Note,TDS 2014 - 17:24:27   15.09.2023,,-1.0740,-20.0000,,Note,TDS 2014 - 17:24:27   15.09.2023,,-1.0740,-199.99999E-3,
+,,,-1.0730,-20.0000,,,,,-1.0730,0.0,
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diff --git a/vaki-autoelectron-emission/RISING-5.csv b/vaki-autoelectron-emission/RISING-5.csv
new file mode 100644
index 0000000..b796762
--- /dev/null
+++ b/vaki-autoelectron-emission/RISING-5.csv
@@ -0,0 +1,2500 @@
+Record Length,2500,Points,-1.0900,-20.0000,,Record Length,2500,Points,-1.0900,-199.99999E-3,
+Sample Interval,1.0000E-3,s,-1.0890,-20.0000,,Sample Interval,1.0000E-3,s,-1.0890,-199.99999E-3,
+Trigger Point,1.0900E3,Samples,-1.0880,-20.0000,,Trigger Point,1.0900E3,Samples,-1.0880,0.0,
+,,,-1.0870,-20.0000,,,,,-1.0870,0.0,
+,,,-1.0860,-20.0000,,,,,-1.0860,-199.99999E-3,
+,,,-1.0850,-20.0000,,,,,-1.0850,0.0,
+Source,CH1,,-1.0840,0.0,,Source,CH3,,-1.0840,0.0,
+Vertical Units,Volts,,-1.0830,-20.0000,,Vertical Units,Volts,,-1.0830,-199.99999E-3,
+Vertical Scale,511.953125,,-1.0820,-20.0000,,Vertical Scale,5.11953,,-1.0820,-199.99999E-3,
+Vertical Offset,0,,-1.0810,-20.0000,,Vertical Offset,0,,-1.0810,-199.99999E-3,
+Horizontal Units,s,,-1.0800,-20.0000,,Horizontal Units,s,,-1.0800,-199.99999E-3,
+Horizontal Scale,250.00001E-3,,-1.0790,0.0,,Horizontal Scale,250.00001E-3,,-1.0790,0.0,
+Pt Fmt,Y,,-1.0780,0.0,,Pt Fmt,Y,,-1.0780,-199.99999E-3,
+Yzero,-2.92996,,-1.0770,0.0,,Yzero,-2.92996,,-1.0770,-199.99999E-3,
+Probe Atten,10.0000,,-1.0760,-20.0000,,Probe Atten,10.0000,,-1.0760,-199.99999E-3,
+,,,-1.0750,0.0,,,,,-1.0750,0.0,
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+,,,1.3660,1.4800E3,,,,,1.3660,10.2000,
+,,,1.3670,1.4800E3,,,,,1.3670,10.2000,
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+,,,1.3690,1.5000E3,,,,,1.3690,10.2000,
+,,,1.3700,1.4800E3,,,,,1.3700,9.999999,
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+,,,1.3760,1.4800E3,,,,,1.3760,10.2000,
+,,,1.3770,1.4800E3,,,,,1.3770,10.2000,
+,,,1.3780,1.4800E3,,,,,1.3780,10.2000,
+,,,1.3790,1.5000E3,,,,,1.3790,10.2000,
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+,,,1.3850,1.5000E3,,,,,1.3850,10.2000,
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+,,,1.3870,1.5000E3,,,,,1.3870,10.2000,
+,,,1.3880,1.5000E3,,,,,1.3880,10.2000,
+,,,1.3890,1.5000E3,,,,,1.3890,10.2000,
+,,,1.3900,1.4800E3,,,,,1.3900,10.2000,
+,,,1.3910,1.5000E3,,,,,1.3910,10.4000,
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+,,,1.3960,1.4800E3,,,,,1.3960,10.2000,
+,,,1.3970,1.4800E3,,,,,1.3970,10.2000,
+,,,1.3980,1.5000E3,,,,,1.3980,10.2000,
+,,,1.3990,1.5000E3,,,,,1.3990,10.2000,
+,,,1.4000,1.4800E3,,,,,1.4000,9.999999,
+,,,1.4010,1.4800E3,,,,,1.4010,10.2000,
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+,,,1.4030,1.5000E3,,,,,1.4030,10.2000,
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+,,,1.4050,1.5000E3,,,,,1.4050,9.999999,
+,,,1.4060,1.5000E3,,,,,1.4060,9.999999,
+,,,1.4070,1.4800E3,,,,,1.4070,9.999999,
+,,,1.4080,1.5000E3,,,,,1.4080,9.999999,
+,,,1.4090,1.5000E3,,,,,1.4090,9.999999,
diff --git a/vaki-autoelectron-emission/VAH.csv b/vaki-autoelectron-emission/VAH.csv
new file mode 100644
index 0000000..4ac8dc9
--- /dev/null
+++ b/vaki-autoelectron-emission/VAH.csv
@@ -0,0 +1,17 @@
+volts[V], current[1e-7A]
+872,9
+920.8,16
+974.7,36
+1042.6,94
+1044.9,105
+1157.8,330
+1184.4,440
+1197.5,540
+1223.6,616
+1234.6,690
+1249.4,775
+1263.4,903
+1276.4,1097
+1287.4,1243
+1300,1414
+1308.7,1530
\ No newline at end of file
diff --git a/vaki-autoelectron-emission/both-RAW-DATA.png b/vaki-autoelectron-emission/both-RAW-DATA.png
new file mode 100644
index 0000000..bd0d9df
Binary files /dev/null and b/vaki-autoelectron-emission/both-RAW-DATA.png differ
diff --git a/vaki-autoelectron-emission/hand-measure-VAH.png b/vaki-autoelectron-emission/hand-measure-VAH.png
new file mode 100644
index 0000000..7d8bbcd
Binary files /dev/null and b/vaki-autoelectron-emission/hand-measure-VAH.png differ
diff --git a/vaki-autoelectron-emission/plots.ipynb b/vaki-autoelectron-emission/plots.ipynb
new file mode 100644
index 0000000..7d6d6ae
--- /dev/null
+++ b/vaki-autoelectron-emission/plots.ipynb
@@ -0,0 +1,248 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "3e9c91d2-a8a3-4cf4-a3bd-682f4979776a",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# %load /home/glebi/git/experiment-automation/processing_tools.py\n",
+    "import numpy as np\n",
+    "from scipy.optimize import curve_fit\n",
+    "import pandas as pd\n",
+    "\n",
+    "import matplotlib.pyplot as plt\n",
+    "import matplotlib\n",
+    "import scienceplots\n",
+    "\n",
+    "plt.style.use(['science', 'russian-font'])\n",
+    "plt.style.use([\"light\"])\n",
+    "\n",
+    "matplotlib.rcParams.update({\n",
+    "    'figure.figsize': [6, 4],\n",
+    "    'savefig.facecolor': 'white',\n",
+    "    'figure.dpi': 150.0,\n",
+    "    'font.size': 12.0,\n",
+    "})"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 102,
+   "id": "5e765906-9269-4ba2-81ba-fb2fd3d798f1",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 900x600 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "df = pd.read_csv(\"VAH.csv\")\n",
+    "cols = df.columns\n",
+    "\n",
+    "plt.plot(df[cols[0]] * 1e-3, df[cols[1]]*1e1, marker=\".\", lw=.5, ls=\"--\")\n",
+    "plt.xlabel(\"Напряжение, кВ\")\n",
+    "plt.ylabel(\"Сила тока, мкА\")\n",
+    "\n",
+    "plt.savefig(\"hand-measure-VAH.png\")\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "d084ce30-37aa-440c-ab41-591ab094d21f",
+   "metadata": {},
+   "source": [
+    "сопротивление нашей цепи"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "5b0cd085-4398-4b10-b6cc-3147d4e616f8",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "13991140.642303433"
+      ]
+     },
+     "execution_count": 16,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "1263.4 / (903e-7)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "cd1ec375-3bdd-4bcb-88a0-fa6dcf173ec4",
+   "metadata": {},
+   "source": [
+    "максимальное напряжение на резисторе, который снимает ток"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "id": "cfe69bd0-e5c9-45af-826b-22e759bc6eca",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "8.32"
+      ]
+     },
+     "execution_count": 17,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "1600e-7 * 52e3"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "6a53d766-e438-4378-b7b0-db3c46578f2c",
+   "metadata": {},
+   "source": [
+    "аналитическая функция вах"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "id": "8a4273c4-db67-40b9-b887-926d8e6866e1",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# def vah_func(u):\n",
+    "#     return S_e * (1.537e10 / )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 135,
+   "id": "24817123-a6cd-47a5-a153-7d4e6ab68135",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 900x600 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "U_min = 800\n",
+    "\n",
+    "for i in range(1, 6):\n",
+    "    df = pd.read_csv(f\"RISING-{i}.csv\", header = None)\n",
+    "    df = df.loc[lambda x : x[4] > U_min]\n",
+    "    \n",
+    "    U = df[4] * 1e-3 # кВ\n",
+    "    U_res = df[10]\n",
+    "    R = 26.99e3 # Ом\n",
+    "    I = U_res / R * 1e6 # мкА\n",
+    "    \n",
+    "    title = (\"Первая серия измерений\" if (i // 4 == 0) else \"Вторая серия измерений\")\n",
+    "    plt.plot(U, I, lw=5, alpha=0.03, ls=\"\", marker=\"o\", markersize=4, color=f\"C{i // 4}\", label=(title if i % 4 == 1 else None))\n",
+    "    \n",
+    "    \n",
+    "plt.xlabel(fr\"Напряжение, кВ\")\n",
+    "plt.ylabel(fr\"Сила тока, мкА\")\n",
+    "# plt.yscale(\"log\")\n",
+    "\n",
+    "plt.legend()\n",
+    "plt.savefig(\"rising-RAW-DATA.png\")\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 142,
+   "id": "8dfd4820-1065-4364-abe3-498825506a74",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 900x600 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "U_min = 800\n",
+    "\n",
+    "for i in range(1, 4):\n",
+    "    df = pd.read_csv(f\"BOTH-{i}.csv\", header = None)\n",
+    "    df = df.loc[lambda x : x[4] > U_min]\n",
+    "    \n",
+    "    U = df[4] * 1e-3 # кВ\n",
+    "    U_res = df[10]\n",
+    "    R = 26.99e3 # Ом\n",
+    "    I = U_res / R * 1e6 # мкА\n",
+    "    \n",
+    "    plt.plot(U, I, lw=5, alpha=0.03, ls=\"\", marker=\"o\", markersize=4, color=f\"C0\")\n",
+    "    \n",
+    "    \n",
+    "plt.xlabel(fr\"Напряжение, кВ\")\n",
+    "plt.ylabel(fr\"Сила тока, мкА\")\n",
+    "# plt.yscale(\"log\")\n",
+    "\n",
+    "plt.savefig(\"both-RAW-DATA.png\")\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "62358105-e2cc-4451-852e-361302d16a0d",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.12"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/vaki-autoelectron-emission/rising-RAW-DATA.png b/vaki-autoelectron-emission/rising-RAW-DATA.png
new file mode 100644
index 0000000..bd0d9df
Binary files /dev/null and b/vaki-autoelectron-emission/rising-RAW-DATA.png differ