diff --git a/Kennlinien_und_Fitting.ipynb b/Kennlinien_und_Fitting.ipynb
index b77c190615428ff4ec42d7f73a0e373a3ec7757e..d15be25b56b39e743d856dd2757975b1d49d5a88 100644
--- a/Kennlinien_und_Fitting.ipynb
+++ b/Kennlinien_und_Fitting.ipynb
@@ -51,7 +51,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -89,21 +89,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "#def combine_csvs():\n",
-    "    #with open ('learning-python'):\n",
-    "        #for i in os.listdir(.csv):\n",
-    "        \n",
-    "            #pd.read_csv(i)\n",
-    "\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 58,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -141,7 +127,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [
     {
@@ -226,22 +212,109 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 59,
    "metadata": {},
    "outputs": [
     {
-     "data": {
-      "text/plain": [
-       "[<matplotlib.lines.Line2D at 0x2668b9dd8b0>]"
-      ]
-     },
-     "execution_count": 26,
-     "metadata": {},
-     "output_type": "execute_result"
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[[0.000e+00 0.000e+00 6.400e+01]\n",
+      " [1.000e-02 1.000e-01 6.400e+01]\n",
+      " [4.000e-02 2.000e-01 6.400e+01]\n",
+      " [9.000e-02 3.000e-01 6.400e+01]\n",
+      " [1.600e-01 4.000e-01 6.400e+01]\n",
+      " [2.500e-01 5.000e-01 6.400e+01]\n",
+      " [3.600e-01 6.000e-01 6.400e+01]\n",
+      " [4.900e-01 7.000e-01 6.400e+01]\n",
+      " [6.400e-01 8.000e-01 6.400e+01]\n",
+      " [8.100e-01 9.000e-01 6.400e+01]\n",
+      " [1.000e+00 1.000e+00 6.400e+01]\n",
+      " [1.210e+00 1.100e+00 6.400e+01]\n",
+      " [1.440e+00 1.200e+00 6.400e+01]\n",
+      " [1.690e+00 1.300e+00 6.400e+01]\n",
+      " [1.960e+00 1.400e+00 6.400e+01]\n",
+      " [2.250e+00 1.500e+00 6.400e+01]\n",
+      " [2.560e+00 1.600e+00 6.400e+01]\n",
+      " [2.890e+00 1.700e+00 6.400e+01]\n",
+      " [3.240e+00 1.800e+00 6.400e+01]\n",
+      " [3.610e+00 1.900e+00 6.400e+01]\n",
+      " [4.000e+00 2.000e+00 6.400e+01]\n",
+      " [4.410e+00 2.100e+00 6.400e+01]\n",
+      " [4.840e+00 2.200e+00 6.400e+01]\n",
+      " [5.290e+00 2.300e+00 6.400e+01]\n",
+      " [5.760e+00 2.400e+00 6.400e+01]\n",
+      " [6.250e+00 2.500e+00 6.400e+01]\n",
+      " [6.760e+00 2.600e+00 6.400e+01]\n",
+      " [7.290e+00 2.700e+00 6.400e+01]\n",
+      " [7.840e+00 2.800e+00 6.400e+01]\n",
+      " [8.410e+00 2.900e+00 6.400e+01]\n",
+      " [9.000e+00 3.000e+00 6.400e+01]\n",
+      " [9.610e+00 3.100e+00 6.400e+01]\n",
+      " [1.024e+01 3.200e+00 6.400e+01]\n",
+      " [1.089e+01 3.300e+00 6.400e+01]\n",
+      " [1.156e+01 3.400e+00 6.400e+01]\n",
+      " [1.225e+01 3.500e+00 6.400e+01]\n",
+      " [1.296e+01 3.600e+00 6.400e+01]\n",
+      " [1.369e+01 3.700e+00 6.400e+01]\n",
+      " [1.444e+01 3.800e+00 6.400e+01]\n",
+      " [1.521e+01 3.900e+00 6.400e+01]\n",
+      " [1.600e+01 4.000e+00 6.400e+01]\n",
+      " [1.681e+01 4.100e+00 6.400e+01]\n",
+      " [1.764e+01 4.200e+00 6.400e+01]\n",
+      " [1.849e+01 4.300e+00 6.400e+01]\n",
+      " [1.936e+01 4.400e+00 6.400e+01]\n",
+      " [2.025e+01 4.500e+00 6.400e+01]\n",
+      " [2.116e+01 4.600e+00 6.400e+01]\n",
+      " [2.209e+01 4.700e+00 6.400e+01]\n",
+      " [2.304e+01 4.800e+00 6.400e+01]\n",
+      " [2.401e+01 4.900e+00 6.400e+01]\n",
+      " [2.500e+01 5.000e+00 6.400e+01]\n",
+      " [2.601e+01 5.100e+00 6.400e+01]\n",
+      " [2.704e+01 5.200e+00 6.400e+01]\n",
+      " [2.809e+01 5.300e+00 6.400e+01]\n",
+      " [2.916e+01 5.400e+00 6.400e+01]\n",
+      " [3.025e+01 5.500e+00 6.400e+01]\n",
+      " [3.136e+01 5.600e+00 6.400e+01]\n",
+      " [3.249e+01 5.700e+00 6.400e+01]\n",
+      " [3.364e+01 5.800e+00 6.400e+01]\n",
+      " [3.481e+01 5.900e+00 6.400e+01]\n",
+      " [3.600e+01 6.000e+00 6.400e+01]\n",
+      " [3.721e+01 6.100e+00 6.400e+01]\n",
+      " [3.844e+01 6.200e+00 6.400e+01]\n",
+      " [3.969e+01 6.300e+00 6.400e+01]\n",
+      " [4.096e+01 6.400e+00 6.400e+01]\n",
+      " [4.225e+01 6.500e+00 6.400e+01]\n",
+      " [4.356e+01 6.600e+00 6.400e+01]\n",
+      " [4.489e+01 6.700e+00 6.400e+01]\n",
+      " [4.624e+01 6.800e+00 6.400e+01]\n",
+      " [4.761e+01 6.900e+00 6.400e+01]\n",
+      " [4.900e+01 7.000e+00 6.400e+01]\n",
+      " [5.041e+01 7.100e+00 6.400e+01]\n",
+      " [5.184e+01 7.200e+00 6.400e+01]\n",
+      " [5.329e+01 7.300e+00 6.400e+01]\n",
+      " [5.476e+01 7.400e+00 6.400e+01]\n",
+      " [5.625e+01 7.500e+00 6.400e+01]\n",
+      " [5.776e+01 7.600e+00 6.400e+01]\n",
+      " [5.929e+01 7.700e+00 6.400e+01]\n",
+      " [6.084e+01 7.800e+00 6.400e+01]\n",
+      " [6.241e+01 7.900e+00 6.400e+01]\n",
+      " [6.400e+01 8.000e+00 6.400e+01]\n",
+      " [6.561e+01 8.100e+00 6.400e+01]\n",
+      " [6.724e+01 8.200e+00 6.400e+01]\n",
+      " [6.889e+01 8.300e+00 6.400e+01]\n",
+      " [7.056e+01 8.400e+00 6.400e+01]\n",
+      " [7.225e+01 8.500e+00 6.400e+01]\n",
+      " [7.396e+01 8.600e+00 6.400e+01]\n",
+      " [7.569e+01 8.700e+00 6.400e+01]\n",
+      " [7.744e+01 8.800e+00 6.400e+01]\n",
+      " [7.921e+01 8.900e+00 6.400e+01]\n",
+      " [8.100e+01 9.000e+00 6.400e+01]]\n"
+     ]
     },
     {
      "data": {
-      "image/png": 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",
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",
       "text/plain": [
        "<Figure size 640x480 with 2 Axes>"
       ]
@@ -277,9 +350,15 @@
     "ax2.set_ylabel('$P$ in kW')\n",
     "\n",
     "#muss für jeden bereich fon n einzeln geplottet werden\n",
-    "for i in df.index:\n",
-    "    ax1.plot(df['Q'].to_numpy(),LR_H.predict(X))\n",
-    "    ax2.plot(df['Q'].to_numpy(),LR_P.predict(X2))"
+    "n=set()\n",
+    "for x in df.index:\n",
+    "    n.add(df['n'].get(x))\n",
+    "Q=np.linspace(0,9,91).reshape(-1,1)\n",
+    "for i in range(9):\n",
+    "    X=np.append(np.append(np.square(Q),Q*n.pop(),axis=1),np.ones((91,1))*(i**2),axis=1)  \n",
+    "    ax1.plot(X,LR_H.predict(X))\n",
+    "#ax2.plot(df['Q'].to_numpy(),LR_P.predict(X2))\n",
+    "print(X)"
    ]
   },
   {
@@ -359,7 +438,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.12.7"
+   "version": "3.12.5"
   }
  },
  "nbformat": 4,