diff --git a/multiDiGraph.py b/multiDiGraph.py
index d82192055df73aff2ed2a37ad7147a03de29a75b..100eea46975786192f433cf5ef1bbd7e85f88c60 100644
--- a/multiDiGraph.py
+++ b/multiDiGraph.py
@@ -12,23 +12,22 @@ def construct_graph(*nodes):
         else:
             continue 
     #erstelle einen Knoten für alle Übergebenen Knoten
+    
+    edges=[]
+    we=[]
     for node in nodes:
         #für jeden String in den übergebenen Daten wird ein Knoten erstellt
         if isinstance(node, str):
             graph.add_node(node)
         #für jeden übergebenen touple der 2 knoten enthält wird eine Kante erstellt
         elif isinstance(node , tuple) and len(node)==2 :
-
-            if isinstance(node.__getitem__(0),str) and isinstance(node.__getitem__(1),str):
-
-                graph.add_edge(node.__getitem__(0), node.__getitem__(1))
-            else:
-                print('Kante enthält unbekannten Knoten')
-        else:
-            print('Argument ist weder knoten noch Kante')
-            continue
-    
-    pos = nx.spring_layout(graph)
+            edges.append(node)
+        elif isinstance(node , tuple) and len(node)==3 :
+            we.append(node)   
+        continue
+    graph.add_edges_from(edges)
+    graph.add_weighted_edges_from(we)
+    pos = nx.shell_layout(graph)
     #berechnung der Knotengröße entsprechend der Beschriftungs argumente
          
     nx.draw_networkx_nodes(graph, pos, node_size = sizeA*325, node_color='white', edgecolors='black',linewidths=1)
diff --git a/multiDiPath.ipynb b/multiDiPath.ipynb
index dd9d752f596266246b4019cf55809b4011ad5680..b87285f4b5bfec812c7d6b72828a0df3b9ca7b25 100644
--- a/multiDiPath.ipynb
+++ b/multiDiPath.ipynb
@@ -19,7 +19,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -42,17 +42,20 @@
     "        if isinstance(node, str):\n",
     "            graph.add_node(node)\n",
     "        #für jeden übergebenen touple der 2 knoten enthält wird eine Kante erstellt\n",
-    "        elif isinstance(node , tuple) and len(node)==2 :\n",
+    "        elif isinstance(node , tuple) and len(node)==2:\n",
     "\n",
     "            if isinstance(node.__getitem__(0),str) and isinstance(node.__getitem__(1),str):\n",
     "\n",
     "                graph.add_edge(node.__getitem__(0), node.__getitem__(1))\n",
     "            else:\n",
     "                print('Kante enthält unbekannten Knoten')\n",
+    "        elif isinstance(node , tuple) and len(node)==3:\n",
+    "            we=[]\n",
+    "            we.append(node)\n",
     "        else:\n",
     "            print('Argument ist weder knoten noch Kante')\n",
     "            continue\n",
-    "    \n",
+    "    graph.add_weighted_edges_from(we)\n",
     "    pos = nx.planar_layout(graph)\n",
     "    #berechnung der Knotengröße entsprechend der Beschriftungs argumente\n",
     "         \n",
@@ -64,19 +67,19 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Argument ist weder knoten noch Kante\n"
+      "[('valve1', 'valve2', None), (5, 6, 7)]\n"
      ]
     },
     {
      "data": {
-      "image/png": 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",
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",
       "text/plain": [
        "<Figure size 640x480 with 1 Axes>"
       ]
@@ -86,7 +89,8 @@
     }
    ],
    "source": [
-    "a=constuct_graph('pumpA','valve1','valve2', ('pumpA', 'valve1') , ('valve1','valve2') , (5,6,7))\n"
+    "a=constuct_graph('pumpA','valve1','valve2', ('pumpA', 'valve1',5.) , ('valve1','valve2') , (5,6,7))\n",
+    "print(a.edges.data('weight'))\n"
    ]
   },
   {
@@ -137,7 +141,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.12.6"
+   "version": "3.12.5"
   }
  },
  "nbformat": 4,
diff --git a/optimierung_pymoo.ipynb b/optimierung_pymoo.ipynb
index c0b50a001157362378bd40711a08b3fb6d66a8d9..eaa76192418ad7e87b970404e82b0a3fb0f3f90b 100644
--- a/optimierung_pymoo.ipynb
+++ b/optimierung_pymoo.ipynb
@@ -51,45 +51,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Defaulting to user installation because normal site-packages is not writeable\n",
-      "Collecting pyomo\n",
-      "  Downloading Pyomo-6.8.2-py3-none-any.whl.metadata (8.0 kB)\n",
-      "Collecting ply (from pyomo)\n",
-      "  Downloading ply-3.11-py2.py3-none-any.whl.metadata (844 bytes)\n",
-      "Downloading Pyomo-6.8.2-py3-none-any.whl (3.7 MB)\n",
-      "   ---------------------------------------- 0.0/3.7 MB ? eta -:--:--\n",
-      "   ---------------------------------------- 3.7/3.7 MB 73.6 MB/s eta 0:00:00\n",
-      "Downloading ply-3.11-py2.py3-none-any.whl (49 kB)\n",
-      "Installing collected packages: ply, pyomo\n",
-      "Successfully installed ply-3.11 pyomo-6.8.2\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "  WARNING: The script pyomo.exe is installed in 'C:\\Users\\steinmann\\AppData\\Roaming\\Python\\Python312\\Scripts' which is not on PATH.\n",
-      "  Consider adding this directory to PATH or, if you prefer to suppress this warning, use --no-warn-script-location.\n",
-      "\n",
-      "[notice] A new release of pip is available: 24.2 -> 24.3.1\n",
-      "[notice] To update, run: C:\\Program Files\\Python312\\python.exe -m pip install --upgrade pip\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "!pip install pyomo"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [
     {
@@ -97,8 +68,7 @@
      "output_type": "stream",
      "text": [
       "R^20.9998289611292903\n",
-      "R^20.9994449560888792\n",
-      "LinearRegression(fit_intercept=False) LinearRegression()\n"
+      "R^20.9994449560888792\n"
      ]
     },
     {
@@ -115,25 +85,24 @@
    "source": [
     "#Pump-Powercurve and Pump-Hightcurve\n",
     "import regression_own\n",
-    "(LR_H,LR_P)=regression_own.regress_pump()\n",
-    "print(LR_H,LR_P)"
+    "(LR_H,LR_P)=regression_own.regress_pump()"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 109,
+   "execution_count": 68,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "[('source', {'flow': 4.0, 'n': None}), ('pump1', {'flow': 4.0, 'n': None}), ('valveC', {'flow': 4.0, 'n': None}), ('pump2', {'flow': 4.0, 'n': None}), ('valveA', {'flow': 4.0, 'n': None}), ('valveB', {'flow': 4.0, 'n': None})]\n"
+      "[('source', 'pump1', 12.0), ('pump1', 'pump2', 8.0), ('pump1', 'valveC', 4.0), ('pump2', 'valveA', 4.0), ('pump2', 'valveB', 4.0), ('valveA', 'source', 8.0), ('valveB', 'source', 8.0), ('valveC', 'source', 8.0)]\n"
      ]
     },
     {
      "data": {
-      "image/png": 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",
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",
       "text/plain": [
        "<Figure size 1471.8x1012 with 1 Axes>"
       ]
@@ -144,19 +113,46 @@
    ],
    "source": [
     "#Graph constroctor\n",
+    "#Alle Ventile sind direkt mit der Quelle/Senke Verbunden\n",
     "import multiDiGraph as gr\n",
     "nodes =['source','pump1','pump2','valveA','valveB','valveC']\n",
-    "graph = gr.construct_graph('source',('source','pump1'),('pump1','valveC'),\n",
-    "                           ('pump1','pump2'),('pump2','valveA'),('pump2','valveB'),('valveA','source'),('valveB','source'),('valveC','source'))\n",
-    "for key in graph.nodes.keys():\n",
-    "        graph.nodes[key]['flow']=4.\n",
-    "        graph.nodes[key]['n']=None\n",
-    "print(graph.nodes(data=True))"
+    "graph = gr.construct_graph('source',('source','pump1',0.),('pump1','pump2',0.),('pump2','valveA',0.),('pump2','valveB',0.),\n",
+    "                           ('pump1','valveC',0.),('valveA','source',4.),('valveB','source',4.),('valveC','source',4.))\n",
+    "for node in graph.nodes:\n",
+    "        #definieren der Drehzahl für jede Pumpe im graphen\n",
+    "        if 'pump' in node:\n",
+    "                graph.nodes[node]['n']=0.\n",
+    "                graph.nodes[node]['flow']=0.\n",
+    "        #definieren des Durchflusses für jedes Ventil im Graphen\n",
+    "        elif 'valve' in node:\n",
+    "                graph.nodes[node]['flow']= graph[node]['source'][0]['weight']\n",
+    "        #definieren des Durchflusses durch den Zustrom\n",
+    "        else:\n",
+    "                graph.nodes[node]['flow']=0.\n",
+    "for node in graph.nodes:\n",
+    "        for inF in graph.predecessors(node):\n",
+    "                graph.nodes[node]['flow'] += graph[inF][node][0]['weight']\n",
+    "        #definieren der abgehenden Kanten\n",
+    "        tempF=graph.nodes[node]['flow']\n",
+    "        SC=0\n",
+    "        for outF in graph.successors(node):\n",
+    "                if 'valve' in outF:\n",
+    "                        graph[node][outF][0]['weight']=graph.nodes[outF]['flow']\n",
+    "                        tempF=tempF - graph.nodes[outF]['flow']\n",
+    "                else:\n",
+    "                        SC+=1\n",
+    "        for outF in graph.successors(node):\n",
+    "                if SC!=0. and not'valve' in outF:\n",
+    "                        graph[node][outF][0]['weight']=tempF/SC\n",
+    "                else:continue\n",
+    "print(graph.edges.data('weight'))\n",
+    "        \n",
+    "                                \n"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [
     {
@@ -168,20 +164,20 @@
       "  Coords\tValues\n",
       "  (0, 0)\t-1.0\n",
       "  (1, 0)\t1.0\n",
-      "  (1, 1)\t-1.0\n",
-      "  (5, 1)\t1.0\n",
-      "  (1, 2)\t-1.0\n",
-      "  (2, 2)\t1.0\n",
+      "  (0, 1)\t1.0\n",
+      "  (3, 1)\t-1.0\n",
+      "  (0, 2)\t1.0\n",
+      "  (4, 2)\t-1.0\n",
       "  (0, 3)\t1.0\n",
       "  (5, 3)\t-1.0\n",
-      "  (2, 4)\t-1.0\n",
-      "  (3, 4)\t1.0\n",
-      "  (2, 5)\t-1.0\n",
-      "  (4, 5)\t1.0\n",
-      "  (0, 6)\t1.0\n",
-      "  (3, 6)\t-1.0\n",
-      "  (0, 7)\t1.0\n",
-      "  (4, 7)\t-1.0\n"
+      "  (1, 4)\t-1.0\n",
+      "  (2, 4)\t1.0\n",
+      "  (1, 5)\t-1.0\n",
+      "  (5, 5)\t1.0\n",
+      "  (2, 6)\t-1.0\n",
+      "  (3, 6)\t1.0\n",
+      "  (2, 7)\t-1.0\n",
+      "  (4, 7)\t1.0\n"
      ]
     }
    ],
@@ -204,25 +200,18 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 113,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [
     {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "{'source': 4.0, 'pump1': 4.0, 'valveC': 4.0, 'pump2': 4.0, 'valveA': 4.0, 'valveB': 4.0} ['source', 'pump1', 'valveC', 'pump2', 'valveA', 'valveB']\n"
-     ]
-    },
-    {
-     "ename": "TypeError",
-     "evalue": "DataPortal.load() takes 1 positional argument but 3 were given",
+     "ename": "KeyError",
+     "evalue": "'flow'",
      "output_type": "error",
      "traceback": [
       "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[1;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
-      "Cell \u001b[1;32mIn[113], line 44\u001b[0m\n\u001b[0;32m     34\u001b[0m TestData\u001b[38;5;241m=\u001b[39m{\n\u001b[0;32m     35\u001b[0m     \u001b[38;5;28;01mNone\u001b[39;00m:{\n\u001b[0;32m     36\u001b[0m            \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mnodes\u001b[39m\u001b[38;5;124m'\u001b[39m:[key \u001b[38;5;28;01mfor\u001b[39;00m key \u001b[38;5;129;01min\u001b[39;00m graph\u001b[38;5;241m.\u001b[39mnodes\u001b[38;5;241m.\u001b[39mkeys()],\n\u001b[1;32m   (...)\u001b[0m\n\u001b[0;32m     41\u001b[0m     }\n\u001b[0;32m     42\u001b[0m }\n\u001b[0;32m     43\u001b[0m data\u001b[38;5;241m=\u001b[39mDataPortal()\n\u001b[1;32m---> 44\u001b[0m \u001b[43mdata\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mload\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmodell\u001b[49m\u001b[43m,\u001b[49m\u001b[43mTestData\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m     45\u001b[0m instance \u001b[38;5;241m=\u001b[39m modell\u001b[38;5;241m.\u001b[39mcreate_instance(data)\n\u001b[0;32m     47\u001b[0m \u001b[38;5;66;03m#Optimierungsgleichung\u001b[39;00m\n\u001b[0;32m     48\u001b[0m \u001b[38;5;66;03m#modell.pump_constraint = pyo.Constraint(expr=sum(modell.nodes[k] for k in modell.nodes)==0,rule=continuityRule)\u001b[39;00m\n\u001b[0;32m     49\u001b[0m \u001b[38;5;66;03m#instance=modell.create_instance(graph,LR_H)\u001b[39;00m\n\u001b[0;32m     50\u001b[0m \u001b[38;5;66;03m#instance.obj = pyo.Objective(expr=sum(PumpPower(modell.Q[i],modell.n[i],LR_P) for i in modell.pumps),sense=min)\u001b[39;00m\n",
-      "\u001b[1;31mTypeError\u001b[0m: DataPortal.load() takes 1 positional argument but 3 were given"
+      "\u001b[1;31mKeyError\u001b[0m                                  Traceback (most recent call last)",
+      "Cell \u001b[1;32mIn[4], line 31\u001b[0m\n\u001b[0;32m     29\u001b[0m dict_n\u001b[38;5;241m=\u001b[39m{}\n\u001b[0;32m     30\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m key \u001b[38;5;129;01min\u001b[39;00m graph\u001b[38;5;241m.\u001b[39mnodes\u001b[38;5;241m.\u001b[39mkeys():\n\u001b[1;32m---> 31\u001b[0m     dict_Q[key]\u001b[38;5;241m=\u001b[39m\u001b[43mgraph\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mnodes\u001b[49m\u001b[43m[\u001b[49m\u001b[43mkey\u001b[49m\u001b[43m]\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mflow\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m]\u001b[49m\n\u001b[0;32m     32\u001b[0m     dict_n[key]\u001b[38;5;241m=\u001b[39mgraph\u001b[38;5;241m.\u001b[39mnodes[key][\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mn\u001b[39m\u001b[38;5;124m'\u001b[39m]\n\u001b[0;32m     33\u001b[0m TestData\u001b[38;5;241m=\u001b[39m{\n\u001b[0;32m     34\u001b[0m     \u001b[38;5;28;01mNone\u001b[39;00m:{\n\u001b[0;32m     35\u001b[0m            \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mnodes\u001b[39m\u001b[38;5;124m'\u001b[39m:[key \u001b[38;5;28;01mfor\u001b[39;00m key \u001b[38;5;129;01min\u001b[39;00m graph\u001b[38;5;241m.\u001b[39mnodes\u001b[38;5;241m.\u001b[39mkeys()],\n\u001b[1;32m   (...)\u001b[0m\n\u001b[0;32m     40\u001b[0m     }\n\u001b[0;32m     41\u001b[0m }\n",
+      "\u001b[1;31mKeyError\u001b[0m: 'flow'"
      ]
     }
    ],
@@ -259,7 +248,6 @@
     "for key in graph.nodes.keys():\n",
     "    dict_Q[key]=graph.nodes[key]['flow']\n",
     "    dict_n[key]=graph.nodes[key]['n']\n",
-    "print(dict_Q,[key for key in graph.nodes.keys()])\n",
     "TestData={\n",
     "    None:{\n",
     "           'nodes':[key for key in graph.nodes.keys()],\n",
@@ -269,8 +257,8 @@
     "           'n': dict_n\n",
     "    }\n",
     "}\n",
-    "data=DataPortal()\n",
-    "data.load(TestData)\n",
+    "print(TestData)\n",
+    "data=DataPortal(data_dict=TestData)\n",
     "instance = modell.create_instance(data)\n",
     "\n",
     "#Optimierungsgleichung\n",