From b956cd70615a7001621b25d68d65baf7ec5ba72e Mon Sep 17 00:00:00 2001
From: goose4077 <156208098+goose4077@users.noreply.github.com>
Date: Thu, 23 Jan 2025 11:10:49 +0100
Subject: [PATCH] besch

---
 Aeromechanik/Aeromechanik.ipynb | 88 +++++++++------------------------
 1 file changed, 24 insertions(+), 64 deletions(-)

diff --git a/Aeromechanik/Aeromechanik.ipynb b/Aeromechanik/Aeromechanik.ipynb
index 605d16c..c9bc8c6 100644
--- a/Aeromechanik/Aeromechanik.ipynb
+++ b/Aeromechanik/Aeromechanik.ipynb
@@ -431,14 +431,17 @@
    "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",
+    "Um in späteren Teil des Versuchs den $c_w$-Wert eines Objektes zu bestimmen wird zunächtst der Luftstrom hinter der Turbine untersucht.\n",
+    "Hierzu wird eine Sonde welche den dynamischen Druck und auch den Statischen Druck misst in verschiedenen Abständen (von 5 bis 30cm) und Radien (0 bis 5) hinter die Turbine gehalten.\n",
+    "\n",
+    "Anschließend kann eine Aussage über die Homogenität des Luftstroms gemacht werden.\n",
     "\n",
     "---"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 99,
+   "execution_count": 141,
    "id": "749744d6",
    "metadata": {},
    "outputs": [
@@ -446,7 +449,7 @@
      "data": {
       "image/png": 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",
       "text/plain": [
-       "<Figure size 500x1000 with 1 Axes>"
+       "<Figure size 500x10000 with 1 Axes>"
       ]
      },
      "metadata": {},
@@ -499,7 +502,7 @@
     "# Vektorgrößen proportional zu p_d (normalisiert für bessere Darstellung)\n",
     "magnitude = p_d / max(p_d)\n",
     "\n",
-    "fig = plt.figure(figsize=(5, 10))\n",
+    "fig = plt.figure(figsize=(5, 100))\n",
     "ax = fig.add_subplot(111, projection='3d')\n",
     "\n",
     "ax.quiver(d, r, 0, dx * magnitude, dy * magnitude, dz, length=0.1, normalize=False, cmap=\"viridis\")\n",
@@ -530,18 +533,6 @@
     "\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",
@@ -549,7 +540,7 @@
    "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",
+    "Aus den Plots ist ersichtlich, dass der Luftstrom an der Stelle von r = 0 und d = 10 am homogensten ist. Daher werden alle folgenden Versuche an dieser Stelle stattfinden.\n",
     "\n",
     "---"
    ]
@@ -576,9 +567,11 @@
    "source": [
     "**V E R S U C H S B E S C H R E I B U N G**\n",
     "\n",
+    "Um eine Aussage über die resultierende Geschwindigkeit treffen zu können, wird ein Fit über die gemessene Kraft am Luftstrom und der angelegten Frequenz des Rotors gemacht. Hierfür wird die Bernoulli-Gleichung genutzt:\n",
+    "\n",
     "$ \\rho \\cdot g \\cdot h + \\frac{1}{2} \\cdot \\rho \\cdot v^2 + p = const. $\n",
     "\n",
-    "geodät. Druck + dyn. Druck + stat. Druck wobei $\\rho$ die Luftdichte ist\n",
+    "(geodät. Druck + dyn. Druck + stat. Druck) Hierbei ist $\\rho$ die Luftdichte.\n",
     "\n",
     "\n",
     "---"
@@ -641,18 +634,6 @@
     "p.show()\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",
@@ -660,7 +641,7 @@
    "source": [
     "**D I S K U S S I O N**\n",
     "\n",
-    "$v = ( f * m )^2$ wobei f die angelegte Frequenz ist\n",
+    "Durch den Fit lässt sich der zusammenhang: $v=((0.00470 \\pm 0.00026) * f + (1.29 \\pm 0.52)) \\, \\frac{m}{s}$ aufstellen.\n",
     "\n",
     "---"
    ]
@@ -698,48 +679,27 @@
    "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",
+    "Zunächst wird der Zusammenhang der Stirnfläche mit der resultierenden Kraft erstellt. Hierfür nutzen wir ein Objekt in 3 verschiedenen Ausführungen. In diesem Fall eine Kreisscheibe mit Radius r = 0.02 , 0.29 , 0.4 m\n",
     "\n",
     "---"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 101,
+   "execution_count": 142,
    "id": "87966da7",
    "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 1200x500 with 2 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
+     "ename": "TypeError",
+     "evalue": "unsupported operand type(s) for ** or pow(): 'list' and 'int'",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
+      "Cell \u001b[0;32mIn[142], line 9\u001b[0m\n\u001b[1;32m      6\u001b[0m F \u001b[38;5;241m=\u001b[39m df31[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mfw in N\u001b[39m\u001b[38;5;124m'\u001b[39m]\n\u001b[1;32m      7\u001b[0m r \u001b[38;5;241m=\u001b[39m [\u001b[38;5;241m0.04\u001b[39m,\u001b[38;5;241m0.046\u001b[39m,\u001b[38;5;241m0.080\u001b[39m]\n\u001b[0;32m----> 9\u001b[0m A \u001b[38;5;241m=\u001b[39m \u001b[43mr\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m2\u001b[39;49m\u001b[38;5;241m*\u001b[39mnp\u001b[38;5;241m.\u001b[39mpi\n\u001b[1;32m     11\u001b[0m plt\u001b[38;5;241m.\u001b[39mscatter(r,F, marker\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mx\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m     12\u001b[0m plt\u001b[38;5;241m.\u001b[39mshow()\n",
+      "\u001b[0;31mTypeError\u001b[0m: unsupported operand type(s) for ** or pow(): 'list' and 'int'"
+     ]
     }
    ],
    "source": [
@@ -749,7 +709,7 @@
     "df31 = pd.read_csv('Aufgabe 3/3.1.csv')\n",
     "\n",
     "F = df31['fw in N']\n",
-    "r = df31['r in m']\n",
+    "r = [0.04,0.046,0.080]\n",
     "\n",
     "A = r**2*np.pi\n",
     "\n",
-- 
GitLab