diff --git a/optimierung_pymoo.ipynb b/optimierung_pymoo.ipynb index 911caac2b24367665409a4bf5c40e2da4ae4d5c6..66d90f50e7ca86a87b91e87231982c3b52298e7d 100644 --- a/optimierung_pymoo.ipynb +++ b/optimierung_pymoo.ipynb @@ -89,7 +89,7 @@ }, { "cell_type": "code", - "execution_count": 56, + "execution_count": 2, "metadata": {}, "outputs": [ { @@ -121,12 +121,12 @@ }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 3, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ "<Figure size 1471.8x1012 with 1 Axes>" ] @@ -145,7 +145,7 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 4, "metadata": {}, "outputs": [ { @@ -193,48 +193,42 @@ }, { "cell_type": "code", - "execution_count": 66, + "execution_count": 18, "metadata": {}, - "outputs": [ - { - "ename": "ValueError", - "evalue": "shapes (4,1) and (4,) not aligned: 1 (dim 1) != 4 (dim 0)", - "output_type": "error", - "traceback": [ - "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[1;31mValueError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[1;32mIn[66], line 8\u001b[0m\n\u001b[0;32m 5\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mPumpPower\u001b[39m(Q,nrel,LR : LinearRegression):\n\u001b[0;32m 6\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m np\u001b[38;5;241m.\u001b[39mdot(np\u001b[38;5;241m.\u001b[39marray([Q\u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39m\u001b[38;5;241m3\u001b[39m,(Q\u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39m\u001b[38;5;241m2\u001b[39m)\u001b[38;5;241m*\u001b[39mnrel,Q\u001b[38;5;241m*\u001b[39mnrel\u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39m\u001b[38;5;241m2\u001b[39m,nrel\u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39m\u001b[38;5;241m3\u001b[39m])\u001b[38;5;241m.\u001b[39mreshape(\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m1\u001b[39m,\u001b[38;5;241m1\u001b[39m),LR\u001b[38;5;241m.\u001b[39mcoef_)\n\u001b[1;32m----> 8\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[43mPumpPower\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m5.\u001b[39;49m\u001b[43m,\u001b[49m\u001b[38;5;241;43m0.7\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43mLR_P\u001b[49m\u001b[43m)\u001b[49m)\n\u001b[0;32m 9\u001b[0m modell \u001b[38;5;241m=\u001b[39m pyo\u001b[38;5;241m.\u001b[39mConcreteModel()\n\u001b[0;32m 10\u001b[0m \u001b[38;5;66;03m#notwendige Mengen zur Berechnung der Constraints\u001b[39;00m\n", - "Cell \u001b[1;32mIn[66], line 6\u001b[0m, in \u001b[0;36mPumpPower\u001b[1;34m(Q, nrel, LR)\u001b[0m\n\u001b[0;32m 5\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mPumpPower\u001b[39m(Q,nrel,LR : LinearRegression):\n\u001b[1;32m----> 6\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mnp\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mdot\u001b[49m\u001b[43m(\u001b[49m\u001b[43mnp\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43marray\u001b[49m\u001b[43m(\u001b[49m\u001b[43m[\u001b[49m\u001b[43mQ\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m3\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m(\u001b[49m\u001b[43mQ\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[43m)\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mnrel\u001b[49m\u001b[43m,\u001b[49m\u001b[43mQ\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mnrel\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[43m,\u001b[49m\u001b[43mnrel\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m3\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mreshape\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m-\u001b[39;49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m,\u001b[49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\u001b[43mLR\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcoef_\u001b[49m\u001b[43m)\u001b[49m\n", - "\u001b[1;31mValueError\u001b[0m: shapes (4,1) and (4,) not aligned: 1 (dim 1) != 4 (dim 0)" - ] - } - ], + "outputs": [], "source": [ "#defining abstract modell for given Network\n", "import pyomo.environ as pyo\n", "import numpy as np\n", "from sklearn.linear_model import LinearRegression\n", - "def PumpPower(Q,nrel,LR : LinearRegression):\n", - " return np.dot(np.array([Q**3,(Q**2)*nrel,Q*nrel**2,nrel**3]).reshape(-1,1),LR.coef_)\n", "\n", - "print(PumpPower(5.,0.7,LR_P))\n", - "modell = pyo.ConcreteModel()\n", + "modell = pyo.AbstractModel()\n", "#notwendige Mengen zur Berechnung der Constraints\n", - "modell.nodes = pyo.Set(initialize=nodes)\n", - "modell.pumps = pyo.Set(doc='Pumpen',initialize=[node for node in graph.nodes if 'pump' in node])\n", + "modell.nodes = pyo.Set()\n", + "modell.pumps = pyo.Set()\n", + "modell.valves = pyo.Set()\n", + "\n", + "#Parameter zur berechnung\n", + "modell.Q = pyo.Param(modell.nodes)\n", + "modell.n = pyo.Param(modell.pumps)\n", "\n", "#Optimierungsvariable\n", "modell.P = pyo.Var(modell.pumps)\n", "\n", - "#modell.obj = pyo.Objective(expr=sum(modell.P[i] for i in modell.pumps),sense=min)\n", + "#constraints\n", + "def PumpPower(modell):\n", + " return sum(np.dot(np.array([modell.Q[i]**3,(modell.Q[i]**2)*modell.n[i],modell.Q[i]*modell.n[i]**2,modell.n[i]**3]),LR_P.coef_) for i in modell.pumps)\n", + "modell.Power_Constraint = pyo.Objective(rule=PumpPower,sense=min)\n", "\n", - "#modell.continuity_constraint = pyo.Constraint(modell.nodes,expr=sum(modell.nodes[j] for j in modell.nodes))\n", + "def continuityRule(modell,node):\n", + " return sum(modell.Q[i] for i in graph.predecessors(node))==sum(modell.Q[i] for i in graph.successors(node))\n", + "modell.pump_constraint = pyo.Objective(modell.nodes,rule=continuityRule)\n", "\n", - "#modell.pump_constraint = pyo.Constraint(modell.pumps,)\n", "\n", - "modell.nodes.pprint()\n", - "modell.pumps.pprint()\n", - "\n" + "TestData={None:{'G':{None:graph},'LR':{None:LR_H}}}\n", + "#Optimierungsgleichung\n", + "#instance=modell.create_instance(graph,LR_H)\n", + "#instance.obj = pyo.Objective(expr=sum(PumpPower(modell.Q[i],modell.n[i],LR_P) for i in modell.pumps),sense=min)\n" ] }, {