diff --git a/Aeromechanik/Aeromechanik_Do06.ipynb b/Aeromechanik/Aeromechanik_Do06.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..f2c4a36fca695234e18d57d3c54447d7ec81b781
--- /dev/null
+++ b/Aeromechanik/Aeromechanik_Do06.ipynb
@@ -0,0 +1,1172 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "885c7767-e912-4e31-b5d6-3a3443ffa58e",
+   "metadata": {},
+   "source": [
+    "# Fakultät für Physik\n",
+    "\n",
+    "## Physikalisches Praktikum P1 für Studierende der Physik\n",
+    "\n",
+    "Versuch P1-111, 112, 113 (Stand: **Oktober 2024**)\n",
+    "\n",
+    "[Raum F1-10](https://labs.physik.kit.edu/img/Klassische-Praktika/Lageplan_P1P2.png)\n",
+    "\n",
+    "\n",
+    "\n",
+    "# Aeromechanik"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "fdc630b9-e1eb-4086-9b8b-d2bd690605c3",
+   "metadata": {},
+   "source": [
+    "Name: **Ben Tov** Vorname: **Jonathan** E-Mail: ufoxj@student.kit.edu\n",
+    "\n",
+    "\\begin{equation*}\n",
+    "\\begin{split}\n",
+    "&\\\\\n",
+    "&\\\\\n",
+    "\\end{split}\n",
+    "\\end{equation*}\n",
+    "\n",
+    "Name: **Reisner-Sénélar** Vorname: **Christian** E-Mail: uqnwo@student.kit.edu\n",
+    "\n",
+    "\\begin{equation*}\n",
+    "\\begin{split}\n",
+    "&\\\\\n",
+    "&\\\\\n",
+    "&\\\\\n",
+    "\\end{split}\n",
+    "\\end{equation*}\n",
+    "\n",
+    "Gruppennummer: **Do06**\n",
+    "\n",
+    "\\begin{equation*}\n",
+    "\\begin{split}\n",
+    "&\\\\\n",
+    "&\\\\\n",
+    "&\\\\\n",
+    "\\end{split}\n",
+    "\\end{equation*}\n",
+    "\n",
+    "\n",
+    "Betreuer: __________________\n",
+    "\n",
+    "\\begin{equation*}\n",
+    "\\begin{split}\n",
+    "&\\\\\n",
+    "&\\\\\n",
+    "&\\\\\n",
+    "\\end{split}\n",
+    "\\end{equation*}\n",
+    "\n",
+    "Versuch durchgeführt am: **21.11.2024**"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "3565bbb8-9f2c-452f-9090-d0bfda13e119",
+   "metadata": {},
+   "source": [
+    "---\n",
+    "\n",
+    "**Beanstandungen zu Protokoll Version _____:**\n",
+    "\n",
+    "\\begin{equation*}\n",
+    "\\begin{split}\n",
+    "&\\\\\n",
+    "&\\\\\n",
+    "&\\\\\n",
+    "&\\\\\n",
+    "&\\\\\n",
+    "&\\\\\n",
+    "&\\\\\n",
+    "&\\\\\n",
+    "&\\\\\n",
+    "&\\\\\n",
+    "\\end{split}\n",
+    "%\\text{\\vspace{10cm}}\n",
+    "\\end{equation*}\n",
+    "\n",
+    "<br>\n",
+    "Testiert am: __________________ Testat: __________________"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "4b5836a8-619b-4c6c-a566-bba7a4313f32",
+   "metadata": {},
+   "source": [
+    "# Durchführung"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "2c2f4772-ce8f-40a6-9005-78e10fc4f8a9",
+   "metadata": {},
+   "source": [
+    "**Detaillierte Hinweise zur Durchführung der Versuche finden Sie in der Datei [Aeromechanik_Hinweise.ipynb](https://gitlab.kit.edu/kit/etp-lehre/p1-praktikum/students/-/blob/main/Aeromechanik/Aeromechanik_Hinweise.ipynb)**"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "adf238e6-5a0e-449a-acda-37a9eab56166",
+   "metadata": {},
+   "source": [
+    "## Aufgabe 1: Bernoulli-Gleichung \n",
+    "\n",
+    "**Die folgenden Versuche führen Sie im Zusammenhang mit der Vorbesprechung mit allen anderen Gruppen gemeinsam durch.**"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "a380155f-f9e9-4ecb-b602-25944e705241",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# After execution of this cell these imports can be used throughout the whole \n",
+    "# Juyter-notebook \n",
+    "import pandas as pd\n",
+    "import matplotlib.pyplot as plt\n",
+    "import matplotlib.image as mpimg\n",
+    "import numpy as np\n",
+    "import PhyPraKit as PPK\n",
+    "import kafe2\n",
+    "from uncertainties import ufloat\n",
+    "from uncertainties.unumpy import nominal_values, std_devs"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "id": "6cd00192-0e55-438a-b5e4-700e5693291f",
+   "metadata": {},
+   "source": [
+    "### Aufgabe 1.1: Statischer und dynamischer Druck\n",
+    "\n",
+    "Bestimmen Sie den statischen und den dynamischen Druck im Luftstrom einer Düse bei Drehzahlen des Motors zur Erzeugung des Luftstroms von $f=2600\\,\\mathrm{U/min}$:\n",
+    "\n",
+    " * Mit einer **Rohrsonde**.\n",
+    " * Mit einer **Scheibensonde**.\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "b4eb4128-fd31-4415-9c88-9527088d03c8",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#Rohrsonde\n",
+    "p0R=ufloat(130-30,3)#Gesamtdruck bei d=0.15+-0.02m und r=0m in Pa\n",
+    "psR=ufloat(110-30,3)#Statischerdruck bei d=0.15m und r=0m \n",
+    "\n",
+    "#Scheibensonde\n",
+    "p0S=ufloat(130-30,3)#Gesamtdruck bei d=0.15m und r=0m\n",
+    "psS=ufloat(40-30,3)#Statischerdruck bei d=0.15m und r=0m\n",
+    "\n",
+    "#Dynamischer Druck\n",
+    "pdR=p0R-psR#Dynamischer Druck der Rohrsonde\n",
+    "pdS=p0S-psS#Dynamischer Druck der Scheibensonde\n",
+    "print(pdR,pdS)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a5d840ee-01d0-4562-b389-1067c622cb40",
+   "metadata": {},
+   "source": [
+    "**V E R S U C H S B E S C H R E I B U N G**\n",
+    "\n",
+    "Ein Motor mit Düse zur Erzeugung des Luftstroms (LS) wurde auf die Drehzahl von $f=2600\\mathrm{U/min}$ gebracht. Eine Rohrsonde und eine Scheibensonde wird mit einem Feinmanometer verbunden. Die Sonde (S) im Abstand von $d=15\\mathrm{cm}$ vom Ausgang von der Düse axial (d.h. im Radius $r=0$) parallel in den LS ein, um den Gesamtdruck $\\rho_0$ zu messen, wobei geachtet wurde dass der gemessene Druck nicht negativ (bei Vertauch der jeweiligen Schläuche des Feinmanometer) und das ein Startwert von 30 Pa berücksigtigt wird.\n",
+    "\n",
+    "Zur Messung des statischen Drucks $\\rho_s$ wurde die Sonde um $\\phi=90°$ gedreht wobei darauf geachtet wurde das der Druckpunkt von S sich immernoch im Punkt ($d=15\\mathrm{cm}$, $r=0$) befindet. Es wurde eine Rohrsonde und eine Scheibensonde benutzt.\n",
+    "\n",
+    "Die Unsicherheit der Ablesung vom Feinmanometer beträgt $\\Delta_{\\rho_i}=3 Pa$ und die des Winkels $\\Delta_{\\phi}=7°$.\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "6d254739-c320-4fa8-9dbb-955dcb6f6e76",
+   "metadata": {},
+   "source": [
+    "**L Ö S U N G**\n",
+    "\n",
+    "Die gemessenen Werte von Rohr- und Scheibensonde sind:\n",
+    "\n",
+    "| Sonde | Gesamtdruck $\\rho_0$ | Statischer Druck $\\rho_s$ | \n",
+    "|------------|----------|----------|\n",
+    "| Rohrsonde |    100 Pa   |    80 Pa     |\n",
+    "| Scheibensonde    |    100 Pa     |    10 Pa     |\n",
+    "\n",
+    "\n",
+    "Zur Bestimmung des dynamische Drucks gilt: $\\rho_d=\\rho_0-\\rho_s-\\rho_g$.\n",
+    "Da der Schweredruck $\\rho_g$ vernachlässigt wird, gilt: $\\rho_{d_{Rs}}=20\\pm4 Pa$ und $\\rho_{d_{Ss}}=90\\pm4 Pa$\n",
+    "\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "1cf505e9-5042-4c59-a5c7-aa32907791b5",
+   "metadata": {},
+   "source": [
+    "**D I S K U S S I O N**\n",
+    "\n",
+    "Es ist erkennbar dass der statische Druck der Scheibensonde viel größer als die der Rohrsonde ist. Aufgrund der Form der Scheibe entstehen in der Strömung um die Platte lokale Effekte wie Staupunktdruck (wo die Strömung abgebremst wird) und Druckaufbau. Da die Luftströmung auf die Platte trifft und dabei Energie in Druck umgewandelt wird ist der gemessene statische Druck höher bei der Scheibensonde.\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "20887c3e-9c2e-4cf2-918e-c6091ec8f900",
+   "metadata": {},
+   "source": [
+    "### Aufgabe 1.2: Venturirohr\n",
+    "\n",
+    "Beobachten und skizzieren Sie den **Verlauf des statischen Drucks** längs des Luftstroms im Venturirohr.\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "attachments": {
+    "f7319914-2f25-4eb6-a5c8-a48383adab43.png": {
+     "image/png": "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"
+    }
+   },
+   "cell_type": "markdown",
+   "id": "af58cd68-314f-4e94-b2c7-2d40c3e273df",
+   "metadata": {},
+   "source": [
+    "**V E R S U C H S B E S C H R E I B U N G**\n",
+    "\n",
+    "![Venturi11.png](attachment:f7319914-2f25-4eb6-a5c8-a48383adab43.png)\n",
+    "Shema eines Venturirohrs\n",
+    "\n",
+    "Ein konstanter Luftstrom geht durch ein Rohr mit einer Verengung (einer Düse) in der Mitte. Das gerade beschriebene Venturirohr, hat somit einen kleinerer Querschnitt in der Mitte als an dessen Aussenseiten. Unterhalb des Rohres ist eine angebundene Reihe an Zuckerstangen geformte Seulen mit einer Flüssigkeit jeweils.\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "2c6e6dd8-bcfa-407c-b07e-3bb7dcf8f358",
+   "metadata": {},
+   "source": [
+    "**L Ö S U N G**\n",
+    "\n",
+    "Während des Luftstroms wird beobachtet, das die Flüssigkeit in der mittleren Säule einem Druck nach oben (Richtung Rohr) ausgesetzt ist, wobei die  äußeren Flüssigkeiten nach unten (entgegengesetzte Richtung des Rohres) gedrückt wird. Der ausgesetzte Druck der Flüssigkeiten scheint eine U-Förmige Erscheinung auf dem Rohr anzunehmen.\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "40bfc482-5af2-4420-b5d0-1e6e92aa1607",
+   "metadata": {},
+   "source": [
+    "**D I S K U S S I O N**\n",
+    "\n",
+    "Für eine stationäre, inkompressible Strömung gilt entlang eines Stromfadens im Venturirohr ($\\Delta h=0$): $P+\\dfrac{1}{2}\\rho v^2 = cst$.\n",
+    "Da aus der Kontinuitätsgleichung bekannt ist, dass: $A_1v_1=A_2v_2$ folgt, dass in der Verengung $A_1$ die Strömungsgeschwindigkeit $v_1$ steigt und somit der statische Druck $P_1$ sinkt. In den breiten Bereichen $A_2$ ist die Strömungsgeschwindigkeit $v_2$ niedriger, was zu einem höheren Druck $P_2$ führt.\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "97b7053b-f7c8-471f-bd76-01bb183198e0",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "### Aufgabe 1.3: Aerodynamisches Paradoxon \n",
+    "\n",
+    "Lassen Sie Druckluft axial zentrisch zwischen zwei eng aneinanderliegenden Kreisscheiben einströmen, so dass sie radial nach außen entweicht und erklären Sie Ihre Beobachtung.\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "670ccfe4-8177-45ed-8d09-569b54a0d59a",
+   "metadata": {},
+   "source": [
+    "**V E R S U C H S B E S C H R E I B U N G**\n",
+    "\n",
+    "Beim Einströmen von Druckluft axial zentrisch zwischen zwei eng aneinanderliegenden Kreisscheiben wird beobachtet wie die untere, lose Kreischscheibe angesaugt wird.\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "ec115e19-aff5-44ec-9746-f04f9246c1e2",
+   "metadata": {},
+   "source": [
+    "**L Ö S U N G**\n",
+    "\n",
+    "Durch die Beschleunigung der Luft beim radialen Ausströmen sinkt der statische Druck zwischen den Scheiben, was einen Unterdruck erzeugt, der die Kreisscheibe ansaugt.\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "de3d08da-7ff9-4dae-ab9c-dd6fe791e95b",
+   "metadata": {},
+   "source": [
+    "## Aufgabe 2: Charakterisierung des Luftstroms"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "656420b1-cae2-44bf-b08a-7847276f8fc8",
+   "metadata": {},
+   "source": [
+    "### Aufgabe 2.1: Geschwindigkeitfeld \n",
+    "\n",
+    "Charakterisieren Sie das **Geschwindigkeitsfeld $v(r)$ des Luftstroms** für eine Drehzahl des Motors zur Erzeugung des Luftstrahls von $f=2600\\,\\mathrm{U/min}$.\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "8eb027e3-ae17-4cdf-9b23-95adc9f01de1",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "f=ufloat(26060,25)\n",
+    "unc=5\n",
+    "ofset=ufloat(30,5)\n",
+    "r=np.array([ufloat(0,0.003),ufloat(0.01,0.003),ufloat(0.02,0.003),ufloat(0.03,0.003),ufloat(0.035,0.003),ufloat(0.04,0.003),ufloat(0.05,0.003)])#Abstand con der Düse in m\n",
+    "pdd0=np.array([ufloat(155,unc),ufloat(144,unc),ufloat(142,unc),ufloat(128,unc),ufloat(100,unc),ufloat(83,unc),ufloat(51,unc)])#dynamischerdruck bei d=0.05+-0.005m\n",
+    "pdd1=np.array([ufloat(145,unc),ufloat(140,unc),ufloat(137,unc),ufloat(118,unc),ufloat(93,unc),ufloat(81,unc),ufloat(56,unc)])#dynamischerdruck bei d=0.10+-0.05m\n",
+    "pdd2=np.array([ufloat(143,unc),ufloat(134,unc),ufloat(130,unc),ufloat(110,unc),ufloat(89,unc),ufloat(80,unc),ufloat(60,unc)])#dynamischerdruck bei d=0.15+-0.005m\n",
+    "pdd3=np.array([ufloat(140,unc),ufloat(131,unc),ufloat(125,unc),ufloat(103,unc),ufloat(85,unc),ufloat(80,unc),ufloat(63,unc)])#dynamischerdruck bei d=0.2+-0.005m\n",
+    "pdd4=np.array([ufloat(135,unc),ufloat(125,unc),ufloat(114,unc),ufloat(93,unc),ufloat(81,unc),ufloat(78,unc),ufloat(65,unc)])#dynamischerdruck bei d=0.3+-0.005m\n",
+    "\n",
+    "pdd0f=pdd0-ofset\n",
+    "pdd1f=pdd0-ofset\n",
+    "pdd2f=pdd0-ofset\n",
+    "pdd3f=pdd0-ofset\n",
+    "pdd4f=pdd0-ofset\n",
+    "[float(x.n) for x in pdd0f]\n",
+    "print([float(x.n) for x in pdd0f])\n",
+    "print([float(x.n) for x in pdd1f])\n",
+    "print([float(x.n) for x in pdd2f])\n",
+    "print([float(x.n) for x in pdd3f])\n",
+    "print([float(x.n) for x in pdd4f])\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "d5211a23-2dcd-407a-a3ca-d75749655539",
+   "metadata": {},
+   "source": [
+    "**V E R S U C H S B E S C H R E I B U N G**\n",
+    "\n",
+    "*Fügen Sie Ihre Versuchsbeschreibung hier ein. Löschen Sie hierzu diesen kursiv gestellten Text aus dem Dokument.* \n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "c292d9ca-11e7-4e75-a687-067d52dc23bb",
+   "metadata": {},
+   "source": [
+    "**L Ö S U N G**\n",
+    "\n",
+    "*Fügen Sie numerische Berechnungen zur Lösung dieser Aufgabe hier ein. Löschen Sie hierzu diesen kursiv gestellten Text aus dem Dokument. Um Code-Fragmente und Skripte in [Python](https://www.python.org/), sowie ggf. bildliche Darstellungen direkt ins [Jupyter notebook](https://jupyter.org/) einzubinden verwandeln Sie diese Zelle in eine Code-Zelle. Fügen Sie ggf. weitere Code-Zellen zu.* \n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "c233f955-a96e-497d-89ba-88191e194def",
+   "metadata": {},
+   "source": [
+    "**D I S K U S S I O N**\n",
+    "\n",
+    "*Fügen Sie eine abschließende Diskussion und Bewertung Ihrer Lösung hier ein. Löschen Sie hierzu diesen kursiv gestellten Text aus dem Dokument.* \n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "d3dda936-f113-45ca-87bf-3bfe51644ad7",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "### Aufgabe 2.2: Kalibration des Motors zur Erzeugung des Luftstroms \n",
+    "\n",
+    "Bestimmen Sie einen Zusammenhang zwischen Drehzahl des Motors zur Erzeugung des Luftstrahls und $v(d, r)$. \n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "ddef56e4-78c3-4d53-a229-6a67a047d485",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "uncf=5\n",
+    "f=np.array([ufloat(605,uncf),ufloat(796,uncf),ufloat(1002,uncf),ufloat(1203,uncf),ufloat(1407,uncf),ufloat(1602,uncf),ufloat(1804,uncf),ufloat(1990,uncf),ufloat(2203,uncf),ufloat(2401,uncf),ufloat(2608,uncf)])\n",
+    "pd22=np.array([ufloat(34,unc),ufloat(39,unc),ufloat(45,unc),ufloat(52,unc),ufloat(63,unc),ufloat(72,unc),ufloat(85,unc),ufloat(98,unc),ufloat(113,unc),ufloat(130,unc),ufloat(149,unc)])\n",
+    "pd22f=pd22-ofset"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "f6773107-d596-42d5-9194-37bb5b22be41",
+   "metadata": {},
+   "source": [
+    "**V E R S U C H S B E S C H R E I B U N G**\n",
+    "\n",
+    "*Fügen Sie Ihre Versuchsbeschreibung hier ein. Löschen Sie hierzu diesen kursiv gestellten Text aus dem Dokument.* \n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "d02ebf17-97f8-438b-b221-b0226c775785",
+   "metadata": {},
+   "source": [
+    "**L Ö S U N G**\n",
+    "\n",
+    "*Fügen Sie numerische Berechnungen zur Lösung dieser Aufgabe hier ein. Löschen Sie hierzu diesen kursiv gestellten Text aus dem Dokument. Um Code-Fragmente und Skripte in [Python](https://www.python.org/), sowie ggf. bildliche Darstellungen direkt ins [Jupyter notebook](https://jupyter.org/) einzubinden verwandeln Sie diese Zelle in eine Code-Zelle. Fügen Sie ggf. weitere Code-Zellen zu.* \n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a798bf66-7008-4eb9-993e-6868389f0d13",
+   "metadata": {},
+   "source": [
+    "**D I S K U S S I O N**\n",
+    "\n",
+    "*Fügen Sie eine abschließende Diskussion und Bewertung Ihrer Lösung hier ein. Löschen Sie hierzu diesen kursiv gestellten Text aus dem Dokument.* \n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "feca48b4-4bfe-4fef-a577-27dc1f8fe1ac",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "## Aufgabe 3: Strömungswiderstand"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "81728adc-faef-411b-94e7-1f0efdcee00f",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "### Aufgabe 3.1: Abhängigkeit von der Stirnfläche \n",
+    "\n",
+    "Messen Sie bei konstanter Strömungsgeschwindigkeit $v_{s}$ (entsprechend $f=2600\\,\\mathrm{U/min}$) den **Strömungswiderstand $F_{W}$ von drei Kreisscheiben** mit unterschiedlichen Radien $r_{i}$ und überprüfen Sie die Abhängigkeit von $F_{W}$ von der Fläche der Kreisscheiben.\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "d80b5f7e-e04a-4762-8dd8-8386234125a7",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "rkreis=np.array([ufloat(0.04,0.001),ufloat(0.056,0.001),ufloat(0.08,0.001),ufloat(0.0,0.001)])\n",
+    "Fa=np.array([ufloat(0.19,0.001),ufloat(0.3,0.01),ufloat(0.5,0.01),ufloat(0.035,0.2)])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "77d2cb91-0b79-4856-984e-558bf978671e",
+   "metadata": {},
+   "source": [
+    "**V E R S U C H S B E S C H R E I B U N G**\n",
+    "\n",
+    "*Fügen Sie Ihre Versuchsbeschreibung hier ein. Löschen Sie hierzu diesen kursiv gestellten Text aus dem Dokument.* \n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "1bfc8093-d438-45b4-a19b-46c9bfb383fb",
+   "metadata": {},
+   "source": [
+    "**L Ö S U N G**\n",
+    "\n",
+    "*Fügen Sie numerische Berechnungen zur Lösung dieser Aufgabe hier ein. Löschen Sie hierzu diesen kursiv gestellten Text aus dem Dokument. Um Code-Fragmente und Skripte in [Python](https://www.python.org/), sowie ggf. bildliche Darstellungen direkt ins [Jupyter notebook](https://jupyter.org/) einzubinden verwandeln Sie diese Zelle in eine Code-Zelle. Fügen Sie ggf. weitere Code-Zellen zu.* \n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "97deef39-6ccc-4db6-8ce0-21f14e0f5a2e",
+   "metadata": {},
+   "source": [
+    "**D I S K U S S I O N**\n",
+    "\n",
+    "*Fügen Sie eine abschließende Diskussion und Bewertung Ihrer Lösung hier ein. Löschen Sie hierzu diesen kursiv gestellten Text aus dem Dokument.* \n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "615aac0f-25ed-4fb8-9a5c-77c11c6c1036",
+   "metadata": {},
+   "source": [
+    "### Aufgabe 3.2: Abhängigkeit von der Geschwindigkeit des Luftstroms\n",
+    "\n",
+    "Messen Sie für **eine oder zwei Kreisscheiben Ihrer Wahl** $F_{W}$ in Abhängigkeit von $v_{s}$.\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "038c8812-e458-4ae8-abb7-e6aad6c26a95",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "uncf=5\n",
+    "uncF=0.01\n",
+    "#offset=0.01N\n",
+    "f1=np.array([ufloat(607,uncf),ufloat(804,uncf),ufloat(1006,uncf),ufloat(1209,uncf),ufloat(1406,uncf),ufloat(1604,uncf),ufloat(1813,uncf),ufloat(2005,uncf),ufloat(2204,uncf),ufloat(2402,uncf),ufloat(2600,uncf)])\n",
+    "Fk1=np.array([ufloat(0.03,uncF),ufloat(0.04,uncF),ufloat(0.06,uncF),ufloat(0.095,uncF),ufloat(0.15,uncF),ufloat(0.2,uncF),ufloat(0.25,uncF),ufloat(0.315,uncF),ufloat(0.36,uncF),ufloat(0.44,uncF),ufloat(0.51,uncF)])#Kraft auf scheibe mit r=0.08m in N\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "19764f8d-6370-41f5-aaed-e1433d41d7ea",
+   "metadata": {},
+   "source": [
+    "**V E R S U C H S B E S C H R E I B U N G**\n",
+    "\n",
+    "*Fügen Sie Ihre Versuchsbeschreibung hier ein. Löschen Sie hierzu diesen kursiv gestellten Text aus dem Dokument.* \n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "d4584713-251b-44ab-b5a3-5eef6ee5ad9c",
+   "metadata": {},
+   "source": [
+    "**L Ö S U N G**\n",
+    "\n",
+    "*Fügen Sie numerische Berechnungen zur Lösung dieser Aufgabe hier ein. Löschen Sie hierzu diesen kursiv gestellten Text aus dem Dokument. Um Code-Fragmente und Skripte in [Python](https://www.python.org/), sowie ggf. bildliche Darstellungen direkt ins [Jupyter notebook](https://jupyter.org/) einzubinden verwandeln Sie diese Zelle in eine Code-Zelle. Fügen Sie ggf. weitere Code-Zellen zu.* \n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "d2f10141-828a-4fbe-83f0-0d0ea90f8fe0",
+   "metadata": {},
+   "source": [
+    "**D I S K U S S I O N**\n",
+    "\n",
+    "*Fügen Sie eine abschließende Diskussion und Bewertung Ihrer Lösung hier ein. Löschen Sie hierzu diesen kursiv gestellten Text aus dem Dokument.* \n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "44dd4e62-90df-4b5d-83f5-7564c1b22df9",
+   "metadata": {},
+   "source": [
+    "### Aufgabe 3.3: Abhängigkeit von der Körperform \n",
+    "\n",
+    "Messen Sie nun bei konstanter Strömungsgeschwindigkeit $v_{s}$ (entsprechend $f=2600\\,\\mathrm{U/min}$) den **Strömungswiderstand $F_{W}$ von mindestens 2 der folgenden Körper**, die am Versuch ausliegen:\n",
+    "\n",
+    " * Kugel,\n",
+    " * Halbkugel (die Messung ist hier in zwei Richtungen möglich!),\n",
+    " * Stromlinienkörper.\n",
+    "\n",
+    "Sie können sich die Richtung, in der Sie den ausgewählten Körper umströmen lassen aussuchen.\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "fedacc82-5774-419f-b9d7-7a672844e4f0",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "fkufel=ufloat(2600,10)\n",
+    "offsethalbkugel=ufloat(0.02,0.005)\n",
+    "Fhalbkugel=ufloat(0.13,0.01)\n",
+    "Fhalbkugel=ufloat(0.11,0.01)\n",
+    "Fhalbkugelfalschherum=ufloat(0.355,0.01)\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a8110650-83de-4c28-95a5-fb692aabdd33",
+   "metadata": {},
+   "source": [
+    "**V E R S U C H S B E S C H R E I B U N G**\n",
+    "\n",
+    "*Fügen Sie Ihre Versuchsbeschreibung hier ein. Löschen Sie hierzu diesen kursiv gestellten Text aus dem Dokument.* \n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "81a02989-928f-4627-9411-fb247a717501",
+   "metadata": {},
+   "source": [
+    "**L Ö S U N G**\n",
+    "\n",
+    "*Fügen Sie numerische Berechnungen zur Lösung dieser Aufgabe hier ein. Löschen Sie hierzu diesen kursiv gestellten Text aus dem Dokument. Um Code-Fragmente und Skripte in [Python](https://www.python.org/), sowie ggf. bildliche Darstellungen direkt ins [Jupyter notebook](https://jupyter.org/) einzubinden verwandeln Sie diese Zelle in eine Code-Zelle. Fügen Sie ggf. weitere Code-Zellen zu.* \n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a9faea00-ce2c-4f89-a521-6d1d2cac448c",
+   "metadata": {},
+   "source": [
+    "**D I S K U S S I O N**\n",
+    "\n",
+    "*Fügen Sie eine abschließende Diskussion und Bewertung Ihrer Lösung hier ein. Löschen Sie hierzu diesen kursiv gestellten Text aus dem Dokument.* \n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "3dcd6b88-bae9-44d4-b6e3-b1da4ddc7176",
+   "metadata": {},
+   "source": [
+    "## Aufgabe 4: Auftrieb"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "de3b3aae-7e7c-44c9-abdd-8c0c43c8c7f0",
+   "metadata": {},
+   "source": [
+    "### Aufgabe 4.1: Polardiagramm\n",
+    "\n",
+    " * Messen Sie bei konstanter Strömungsgeschwindigkeit $v_{s}$ (entsprechend $f=2600\\,\\mathrm{U/min}$) den **Auftrieb und den Strömungswiderstand eines am Versuch ausliegenden Tragflügelmodells** als Funktion des Anstellwinkels $\\alpha$ und bestimmen Sie daraus das **Polardiagramm**.\n",
+    " * Bestimmen Sie die größte **Gleitzahl $E_{\\mathrm{max}}$ und den dazugehörigen optimalen Anstellwinkel $\\alpha_{\\mathrm{max}}$**.\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 202,
+   "id": "c8eb02e1-0e7e-4b04-9596-50bdbf7c254d",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "-29.327179490456803\n"
+     ]
+    }
+   ],
+   "source": [
+    "f3=ufloat(2600,25)\n",
+    "offsetFs=0.01\n",
+    "offsetFa=0.2\n",
+    "uncFs=0.002\n",
+    "uncFa=0.01\n",
+    "Winkel=np.array([ufloat(-8,0.1),ufloat(-4,0.1),ufloat(0,0.1),ufloat(4,0.1),ufloat(8,0.1),ufloat(10,0.1),ufloat(12,0.1)])#winkel in grad\n",
+    "Fs_roh=np.array([ufloat(0.10,uncFs),ufloat(0.12,uncFs),ufloat(0.11,uncFs),ufloat(0.09,uncFs),ufloat(0.12,uncFs),ufloat(0.15,uncFs),ufloat(0.16,uncFs)])#Kraft in Horizontal in N\n",
+    "Fa_roh=np.array([ufloat(0.04,uncFa),ufloat(0.08,uncFa),ufloat(0.09,uncFa),ufloat(0.15,uncFa),ufloat(0.21,uncFa),ufloat(0.26,uncFa),ufloat(0.35,uncFa)])#Kraft in Vertikal in N\n",
+    "\n",
+    "Fa=Fa_roh-offsetFa\n",
+    "Fs=Fs_roh-offsetFs\n",
+    "E=Fa/Fs\n",
+    "# Nominale Werte und Unsicherheiten extrahieren\n",
+    "Fs_nominal = nominal_values(Fs)\n",
+    "Fs_errors = std_devs(Fs)\n",
+    "\n",
+    "Fa_nominal = nominal_values(Fa)\n",
+    "Fa_errors = std_devs(Fa)\n",
+    "\n",
+    "Winkel_nominal = nominal_values(Winkel)\n",
+    "Winkel_errors = std_devs(Winkel)\n",
+    "\n",
+    "E_nominal = nominal_values(E)\n",
+    "E_errors = std_devs(E)\n",
+    "\n",
+    "# Plot erstellen\n",
+    "plt.errorbar(Winkel_nominal, Fs_nominal, xerr=Winkel_errors, yerr=Fs_errors, fmt='o', label='Messwerte')\n",
+    "plt.xlabel('Winkel α')\n",
+    "plt.ylabel('Wiederstandskraft $F_W$ (N)')\n",
+    "plt.title('Wiederstandskraft einer Tragfläche')\n",
+    "plt.legend()\n",
+    "plt.grid(True)\n",
+    "plt.show()\n",
+    "\n",
+    "plt.errorbar(Winkel_nominal, Fa_nominal, xerr=Winkel_errors, yerr=Fa_errors, fmt='o', label='Messwerte')\n",
+    "plt.xlabel('Winkel α')\n",
+    "plt.ylabel('Auftriebskraft $F_A$ (N)')\n",
+    "plt.title('Auftriebskraft einer Tragfläche')\n",
+    "plt.legend()\n",
+    "plt.grid(True)\n",
+    "plt.show()\n",
+    "\n",
+    "plt.errorbar(Winkel_nominal, E_nominal, xerr=Winkel_errors, yerr=E_errors, fmt='o', label='Messwerte')\n",
+    "plt.xlabel('Winkel α')\n",
+    "plt.ylabel('Gleitverhältnis E')\n",
+    "plt.title('Gleitbarkeit der Tragfläche')\n",
+    "plt.legend()\n",
+    "plt.grid(True)\n",
+    "plt.show()\n",
+    "\n",
+    "a=-1.78\n",
+    "x_curve = np.linspace(0, 0.09, 100)\n",
+    "y_curve = a * x_curve\n",
+    "\n",
+    "plt.errorbar(Fs_nominal, Fa_nominal, xerr=Fs_errors, yerr=Fa_errors, fmt='o', label='Messwerte')\n",
+    "plt.xlabel('Wiederstandskraft $F_W$ (N)')\n",
+    "plt.ylabel('Auftriebskraft $F_A$ (N)')\n",
+    "plt.title('Polardiagramm einer Tragfläche') \n",
+    "plt.plot(x_curve, y_curve)\n",
+    "plt.legend()\n",
+    "plt.grid(True)\n",
+    "plt.show()\n",
+    "\n",
+    "\n",
+    "Winkel_max=np.arctan(1/a)/(np.pi)*180\n",
+    "print(Winkel_max)\n"
+   ]
+  },
+  {
+   "attachments": {
+    "329d12a3-cbd9-4b1c-9ebb-722a2d4d11a8.jpg": {
+     "image/jpeg": "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"
+    }
+   },
+   "cell_type": "markdown",
+   "id": "ee0aad16-80d6-4e5a-a1dc-a584c817720e",
+   "metadata": {},
+   "source": [
+    "**V E R S U C H S B E S C H R E I B U N G**\n",
+    "\n",
+    "![WhatsApp Bild 2024-11-26 um 20.53.08_84656168.jpg](attachment:329d12a3-cbd9-4b1c-9ebb-722a2d4d11a8.jpg)\n",
+    "Shema des Versuchsaufbaus, Handzeichnung.\n",
+    "\n",
+    "Eine Tragfläche wurde in einem Luftstrom mit konstanter Strömungsgeschwindigkeit ($f_{Düse}=2600\\pm25\\mathrm{U/min}$) installiert. Die Messung der Wiederstandskraft $F_W$ wird gleichermaßen Aufgabe 3.1 geführt, wobei ein offset von $0.01N$ und eine Messunsicherheit von $\\Delta F_W=0.002N$ besteht. Die Auftriebskraft $F_A$ wurde mit Hilfe einer installierten Auftriebswaage bestimmt, wobei wobei ein offset von $0.2N$ und eine Messunsicherheit von $\\Delta F_A=0.01N$ besteht. Der Anstellwinkel $\\alpha$ der Tragfläche im Bezug zum Luftstrom wurde im Bereich $−8°≤\\alpha≤12°$ in Schritten von $\\Delta\\alpha=4°$ variiert, mit einer zusätchlichen Messung bei $\\alpha=10°$. Insgesamt wurden sieben Datenpunkte aufgenommen.\n",
+    "\n",
+    "Es resultieren folgende Daten:\n",
+    "| Kraft \\ Winkel $\\alpha$ | -8° | -4° | 0° |4°|8°|10°|12°|\n",
+    "|------------|----------|----------|----------|----------|----------|----------|----------|\n",
+    "| Auftriebskraft $F_W$ (N)| 0.04 | 0.08 | 0.09 | 0.15 | 0.21 | 0.26 | 0.35 |\n",
+    "| Wiederstandskraft $F_A$ (N)| 0.10 | 0.12 | 0.11 | 0.09 | 0.12 | 0.15 | 0.16 |\n",
+    "\n",
+    "Aus der graphischen Darstellung der Wertepaare $(F_{W_i};F_{A_i})$ können wir ein Polardiagramm erstellen (siehe Plot 4). Sogenannte \"Pohlstrahlen\" verbinden die Datenpunkte mit dem Ursprung durch eine lineare Funktion der Form $y=a\\cdot x$ (mit $a$ einer beliebigen Konstante). Das höchste Gleitverhähltnis $E_{Max}$ ist somit der Berührpunkt des steilsten Pohlstrahls. \n",
+    "Das Gleitverhältnis $E$ wird hier durch $E_i=\\dfrac{F_{A_i}}{F_{W_i}}$ bestimmt. \n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "bb271abc-21b5-4e65-9069-732397cc9ec0",
+   "metadata": {},
+   "source": [
+    "**L Ö S U N G**\n",
+    "\n",
+    "Der Messpunkt beim Winkel $\\alpha=-8°$ scheint optisch den steilsten Pohlstrahl zu besitzen. Somit gilt $E_{Max}=\\dfrac{F_{A_{-8°}}}{F_{W_{-8°}}}=\\dfrac{0.10}{0.04}=2.5$. Dessen Pohlstrahl wird mit der Funktion $y=-1.78\\cdot x$ beschrieben (siehe Plot. 4), wobei die Konstante $a=-1.78\\pm0.01$ manuel bestimmt wurde. Der Winkel $\\alpha_{Max}$ kann somit trigonometrisch bestimmt werden: $\\alpha_{Max}=\\arctan{(\\dfrac{1}{a})}=\\arctan{(\\dfrac{1}{1.78})}\\approx-0.512$.\n",
+    "In Winkelgrad umwandeln ergibt: $\\alpha_{Max}=\\dfrac{0.512}{2\\pi}\\cdot360\\approx-29.327°$\n",
+    "\n",
+    "Die zugehörige Unsicherheiten folgen aus der Formel der Unsicherheitfortplanzung: $\\Delta \\alpha_{Max}=\\dfrac{360}{2\\pi}\\cdot\\dfrac{\\partial \\alpha_{Max}}{\\partial a}\\cdot\\Delta a=\\dfrac{360}{2\\pi}\\cdot\\dfrac{-1}{a^2+1}\\cdot\\Delta a=\\dfrac{360}{2\\pi}\\cdot\\dfrac{-1}{(1.78)^2+1}\\cdot0.01\\approx-1.357°$\n",
+    "\n",
+    "$\\Delta E_{Max}=\\sqrt{(\\dfrac{\\partial E_{Max}}{\\partial F_{A_i}}\\cdot\\Delta F_{A})^2+(\\dfrac{\\partial E_{Max}}{\\partial F_{W_i}}\\cdot\\Delta F_{W})^2}=\\sqrt{(\\dfrac{1}{F_{W_i}}\\cdot\\Delta F_{A})^2+(\\dfrac{-F_{A_i}}{(F_{W_{-8°}})^2}\\cdot\\Delta F_{A})^2}=\\sqrt{(\\dfrac{1}{0.04}\\cdot0.01)^2+(\\dfrac{0.10}{(0.04)^2}\\cdot0.002)^2}\\approx0.279$\n",
+    "\n",
+    "Somit gilt: $\\alpha_{Max}=-29.327\\pm1.357°$ und $E_{Max}=2.5\\pm0.279$\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "071af68d-6570-43af-a947-a54b9b45ec3e",
+   "metadata": {},
+   "source": [
+    "**D I S K U S S I O N**\n",
+    "\n",
+    "Die Messdaten der Auftriebskraft scheinen vertrauenswürdig da sie eine lineare Kurve bilden. Bei der Wiederstandskraft ist der Wert am Winkel -8° jedoch etwas fragwürdig. Da dieser Wert als höchstes Gleichverhältnis angenommen wurde, könnten der $E_max$- und $\\Delta\\alpha_{Max}$-Wert der Tragfläche ungenau sein.\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "6f4aa669-45c2-4ee5-84ca-adcaa1b9dd56",
+   "metadata": {},
+   "source": [
+    "### Aufgabe 4.2: Druckprofil\n",
+    "\n",
+    "Messen Sie bei konstanter Strömungsgeschwindigkeit $v_{s}$ (entsprechend $f=2600\\,\\mathrm{U/min}$) den Druck an den Messstellen des am Versuch ausliegenden Tragflächenmodells für die Anstellwinkel $\\alpha_{i}=-20^{\\circ},\\,0^{\\circ},\\,+20^{\\circ}$.\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 201,
+   "id": "f683159f-9ebd-4f7e-817e-470af940a6b2",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1500x1000 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "#Winkel=-20Grad +-1 grad f=2600\n",
+    "unc=5\n",
+    "offset=ufloat(30,5)\n",
+    "pd4220min=np.array([ufloat(102,unc),ufloat(57,unc),ufloat(-33,unc),ufloat(-41,unc),ufloat(-36,unc),ufloat(-34,unc),ufloat(-34,unc),ufloat(-35,unc),ufloat(-31,unc)])\n",
+    "pd420=np.array([ufloat(142,unc),ufloat(-70,unc),ufloat(-74,unc),ufloat(-50,unc),ufloat(-37,unc),ufloat(-43,unc),ufloat(-34,unc),ufloat(30,unc),ufloat(30,unc)])\n",
+    "pd4220plus=np.array([ufloat(97,unc),ufloat(-110,unc),ufloat(-81,unc),ufloat(-45,unc),ufloat(-35,unc),ufloat(53,unc),ufloat(46,unc),ufloat(36,unc),ufloat(32,unc)])\n",
+    "pd420f=[((x**2)**0.5-offset)*(x/(x**2)**0.5) for x in pd420]\n",
+    "pd4220minf=[((x**2)**0.5-offset)*(x/(x**2)**0.5) for x in pd4220min]\n",
+    "pd4220plusf=[((x**2)**0.5-offset)*(x/(x**2)**0.5) for x in pd4220plus]\n",
+    "\n",
+    "# Load image to render it through matplotlib rendering engine. Note that the axis ranges are \n",
+    "# here predefined by the image. There might be nicer solutions to this\n",
+    "wip = plt.figure(\"demo\", figsize=(15.0, 10.0))\n",
+    "wip = mpimg.imread(\"figures/wing_profile.png\")\n",
+    "wipplot = plt.imshow(wip)\n",
+    "# Re-adjust aix ranges \n",
+    "plt.xlim(-250.,1450.)\n",
+    "plt.ylim(600.,-250.)\n",
+    "\n",
+    "plt.title(\"Druckwerte bei -20°\", fontsize=16)\n",
+    "\n",
+    "#Bohrung 9\n",
+    "plt.arrow(156., 290., 0., -2., color=\"red\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(80., 355., r'$p_{s}^{(9)}=(-1\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "#Bohrung 8\n",
+    "plt.arrow(286., 290., 0., -10., color=\"red\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(200., 230., r'$p_{s}^{(8)}=(-5\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "#Bohrung 7\n",
+    "plt.arrow(750., 290., 0., -8., color=\"red\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(680., 355., r'$p_{s}^{7)}=(-4\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "#Bohrung 6\n",
+    "plt.arrow(1073., 290., 0., -8., color=\"red\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(1000., 355., r'$p_{s}^{(6)}=(-4\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "#Bohrung 5\n",
+    "plt.arrow(1067., 232., -4., 12., color=\"red\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(1020., 180., r'$p_{s}^{(5)}=(-6\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "#Bohrung 4\n",
+    "plt.arrow(744., 135., -6., 22., color=\"red\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(730., 85., r'$p_{s}^{(4)}=(-11\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "#Bohrung 3\n",
+    "plt.arrow(286., 80., 0., 6., color=\"red\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(200., 30., r'$p_{s}^{(3)}=(-3\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "#Bohrung 2\n",
+    "plt.arrow(156., 55., 0., -54., color=\"green\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(-70., 60., r'$p_{s}^{(2)}=(27\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "#Bohrung 1\n",
+    "plt.arrow(40., 183., -144., 0., color=\"green\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(-150., 230., r'$p_{s}^{(1)}=(72\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "\n",
+    "\n",
+    "# Suppress axes if you want once done with your work on the arrows\n",
+    "wipplot.axes.get_xaxis().set_visible(False)\n",
+    "wipplot.axes.get_yaxis().set_visible(False)\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 198,
+   "id": "59aa5ba5-5a4c-4f84-9d0e-bbf82bfac718",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1500x1000 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "wip = plt.figure(\"demo\", figsize=(15.0, 10.0))\n",
+    "wip = mpimg.imread(\"figures/wing_profile.png\")\n",
+    "wipplot = plt.imshow(wip)\n",
+    "# Re-adjust aix ranges \n",
+    "plt.xlim(-250.,1450.)\n",
+    "plt.ylim(600.,-250.)\n",
+    "\n",
+    "plt.title(\"Druckwerte bei 0°\", fontsize=16)\n",
+    "\n",
+    "#Bohrung 9\n",
+    "plt.text(80., 355., r'$p_{s}^{(9)}=(0\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "#Bohrung 8)\n",
+    "plt.text(200., 280., r'$p_{s}^{(8)}=(0\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "#Bohrung 7\n",
+    "plt.arrow(750., 290., 0., -8., color=\"red\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(680., 355., r'$p_{s}^{7)}=(-4\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "#Bohrung 6\n",
+    "plt.arrow(1073., 290., 0., -26., color=\"red\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(1000., 355., r'$p_{s}^{(6)}=(-13\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "#Bohrung 5\n",
+    "plt.arrow(1067., 232., -4., 14., color=\"red\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(1020., 180., r'$p_{s}^{(5)}=(-7\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "#Bohrung 4\n",
+    "plt.arrow(744., 135., -9., 40., color=\"red\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(730., 85., r'$p_{s}^{(4)}=(-20\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "#Bohrung 3\n",
+    "plt.arrow(286., 80., 0., 88., color=\"red\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(200., 30., r'$p_{s}^{(3)}=(-44\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "#Bohrung 2\n",
+    "plt.arrow(156., 90., 0., 80., color=\"red\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(-90., 60., r'$p_{s}^{(2)}=(-40\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "#Bohrung 1\n",
+    "plt.arrow(40., 183., -224., 0., color=\"green\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(-170., 230., r'$p_{s}^{(1)}=(112\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "\n",
+    "\n",
+    "# Suppress axes if you want once done with your work on the arrows\n",
+    "wipplot.axes.get_xaxis().set_visible(False)\n",
+    "wipplot.axes.get_yaxis().set_visible(False)\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 195,
+   "id": "50621743-e876-4555-a077-d21aeb917911",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1500x1000 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "wip = plt.figure(\"demo\", figsize=(15.0, 10.0))\n",
+    "wip = mpimg.imread(\"figures/wing_profile.png\")\n",
+    "wipplot = plt.imshow(wip)\n",
+    "# Re-adjust aix ranges \n",
+    "plt.xlim(-250.,1450.)\n",
+    "plt.ylim(600.,-250.)\n",
+    "\n",
+    "plt.title(\"Druckwerte bei 20°\", fontsize=16)\n",
+    "\n",
+    "#Bohrung 9\n",
+    "plt.arrow(156., 325., 0., 4., color=\"green\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(80., 385., r'$p_{s}^{(9)}=(2\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "#Bohrung 8\n",
+    "plt.arrow(286., 325., 0., 12., color=\"green\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(200., 280., r'$p_{s}^{(8)}=(6\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "#Bohrung 7\n",
+    "plt.arrow(750., 325., 0., 32., color=\"green\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(680., 280., r'$p_{s}^{7)}=(16\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "#Bohrung 6\n",
+    "plt.arrow(1073., 325., 0., 46., color=\"green\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(1115., 350., r'$p_{s}^{(6)}=(23\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "#Bohrung 5\n",
+    "plt.arrow(1067., 232., -4., 10., color=\"red\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(1020., 180., r'$p_{s}^{(5)}=(-5\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "#Bohrung 4\n",
+    "plt.arrow(744., 135., -9., 30., color=\"red\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(730., 85., r'$p_{s}^{(4)}=(-15\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "#Bohrung 3\n",
+    "plt.arrow(286., 80., 0., 102., color=\"red\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(200., 30., r'$p_{s}^{(3)}=(-51\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "#Bohrung 2\n",
+    "plt.arrow(156., 90., 0., 160., color=\"red\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(-80., 60., r'$p_{s}^{(2)}=(-80\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "#Bohrung 1\n",
+    "plt.arrow(40., 183., -134., 0., color=\"green\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(-150., 230., r'$p_{s}^{(1)}=(67\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "\n",
+    "\n",
+    "# Suppress axes if you want once done with your work on the arrows\n",
+    "wipplot.axes.get_xaxis().set_visible(False)\n",
+    "wipplot.axes.get_yaxis().set_visible(False)\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "129f677e-b5de-4534-bb91-31cd1f9a2a07",
+   "metadata": {},
+   "source": [
+    "**V E R S U C H S B E S C H R E I B U N G**\n",
+    "\n",
+    "Mit einem Feinmanometer wurde der Druck $\\rho(\\alpha)$ an 9 verschiedenen Stellen der Trahfläche gemessen. Dabei gilt ein offset von $30Pa$ sowie eine Unsicherheit von $\\Delta\\rho=5Pa$. Die Messungen sind in der unteren tabelle dargestellt:\n",
+    "\n",
+    "| Winkel \\ Bohrung | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | \n",
+    "|------------|----------|----------|----------|----------|----------|----------|----------|----------|----------|\n",
+    "| Druck bei -20° (Pa)  | 72 | 27 | -3 | -11 | -6 | -4 | -4 | -5 | -1 |\n",
+    "| Druck bei 0° (Pa) | 112 | -40 | -44 | -20 | -7 | -13 | -4 | 0 | 0 |\n",
+    "| Druck bei +20° (Pa) | 67 | -80 | -51 | -15 | -5 | 23 | 16 | 6 | 2 |\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "c28de763-d753-4a61-8515-a798674db1da",
+   "metadata": {},
+   "source": [
+    "**L Ö S U N G**\n",
+    "\n",
+    "Die Graphen der Druckwerte in Abhängigkeit des Anstellwinkels $\\alpha$ sind oben dargestellt. Grüne Pfeile haben einen positiven Druckwert $\\rho_s$ und sind radial gerichtet, wobei rote Pfeile einen negativen Druckwert $\\rho_s$ haben und innen gerichtet sind.\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "49e74e25-8555-4430-81e0-61bd0d31e112",
+   "metadata": {},
+   "source": [
+    "**D I S K U S S I O N**\n",
+    "\n",
+    "Die Werte ergeben Sinn da ein Unterdruck (bei negativen $\\rho_s$) zu sehen ist wo die Stromluft tangential oder paralell gegen die Bohrung verläuft, und ein Druck (bei positiven $\\rho_s$) wo die Bohrung senkrecht gegen den Stromfluss liegt.\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "f32d0de1-eef2-41cb-aeb0-3bdb30213988",
+   "metadata": {
+    "jp-MarkdownHeadingCollapsed": true
+   },
+   "source": [
+    "# Beurteilung"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "af348773-3ad3-4a87-a1db-0ccc611f883d",
+   "metadata": {},
+   "source": [
+    " * Nach Abschluss des Versuchs haben Sie die Möglichkeit diesen Versuch individuell zu beurteilen.\n",
+    " * **Folgen Sie zur Beurteilung dieses Versuchs diesem [Link](https://www.empirio.de/s/tYVstb2b5V)**.\n",
+    " * Beachten Sie, dass jede:r Studierende nur einmal pro Versuch eine Beurteilung abgeben kann.\n",
+    " * Wir empfehlen die Beurteilung nach der Besprechung Ihrer Versuchsauswertung mit Ihrem:r Tutor:in auszufüllen.  "
+   ]
+  }
+ ],
+ "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": "3.11.10"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}