diff --git a/examples/example1_basic_model_reduction.py b/examples/example1_basic_model_reduction.py index a415c56..7255a65 100644 --- a/examples/example1_basic_model_reduction.py +++ b/examples/example1_basic_model_reduction.py @@ -23,7 +23,7 @@ # Call model reduction function t1 = time.time() -wn2 = mg.reduction.reduce_model(inp_file, op_pt, list_of_nodes_to_keep, max_nodal_degree) +wn2 = mg.reduction.reduce_model(inp_file, op_pt, list_of_nodes_to_keep, max_nodal_degree, save_filename='networks/new inpfile') t2 = time.time() # Display reduction time diff --git a/examples/networks/new inpfile.inp b/examples/networks/new inpfile.inp new file mode 100644 index 0000000..d0097a7 --- /dev/null +++ b/examples/networks/new inpfile.inp @@ -0,0 +1,233 @@ +; Filename: networks/Net3 ND.inp +; WNTR: 0.4.2 +; Created: 2023-04-26 16:41:27 +[TITLE] +EPANET Example Network 3, updated to include longer duration +Example showing how the percent of Lake water in a dual-source +system changes over time. + +[JUNCTIONS] +;ID Elevation Demand Pattern + 10 147 119.02419488 1 ; + 20 129 186.42822339 1 ; + 40 131.9 95.757450713 1 ; + 50 116.5 368.66386383 1 ; + 60 0 0 1 ; + 601 0 0 1 ; + 61 0 20.371972851 1 ; + 107 22 509.89610285 1 ; + 157 13.1 1751.9681915 1 ; + +[RESERVOIRS] +;ID Head Pattern + River 220 ; + Lake 167 ; + +[TANKS] +;ID Elevation Init Level Min Level Max Level Diameter Min Volume Volume Curve Overflow + 1 131.9 13.1 0.1 32.1 85 0 ; + 2 116.5 23.5 6.5 40.3 50 0 ; + 3 129 29 4 35.5 164 0 ; + +[PIPES] +;ID Node1 Node2 Length Diameter Roughness Minor Loss Status + 20 3 20 99 99 199 0 Open ; + 40 1 40 99 99 199 0 Open ; + 50 2 50 99 99 199 0 Open ; + 60 River 60 1231 24 140 0 Open ; + 330 60 601 1 30 140 0 Closed ; + 333 601 61 1 30 140 0 Open ; + new-pipe-77 157 20 1843.6905983 18.707520777 100 0 Open ; + new-pipe-79 61 20 1843.6905983 8.6044872001 100 0 Open ; + new-pipe-80 61 157 1843.6905983 16.158008955 100 0 Open ; + new-pipe-88 107 10 1843.6905983 9.2902457803 100 0 Open ; + new-pipe-108 40 50 1843.6905983 3.3791510989 100 0 Open ; + new-pipe-112 157 107 1843.6905983 11.920456635 100 0 Open ; + new-pipe-113 157 10 1843.6905983 8.0189584956 100 0 Open ; + new-pipe-115 20 107 1843.6905983 4.9258300598 100 0 Open ; + new-pipe-116 20 10 1843.6905983 2.9054851695 100 0 Open ; + new-pipe-119 61 107 1843.6905983 3.6651582021 100 0 Open ; + new-pipe-120 61 10 1843.6905983 1.3897430028 100 0 Open ; + new-pipe-123 50 157 1843.6905983 9.4996109287 100 0 Open ; + new-pipe-125 157 40 1843.6905983 13.914417908 100 0 Open ; + new-pipe-127 50 10 1843.6905983 1.477788113 100 0 Open ; + new-pipe-128 50 107 1843.6905983 2.645520632 100 0 Open ; + new-pipe-129 50 20 1843.6905983 1.2335072858 100 0 Open ; + new-pipe-130 50 61 1843.6905983 0.91597621957 100 0 Open ; + new-pipe-131 10 40 1843.6905983 2.3962407191 100 0 Open ; + new-pipe-132 107 40 1843.6905983 4.0838935843 100 0 Open ; + new-pipe-133 40 20 1843.6905983 1.8008501159 100 0 Open ; + new-pipe-134 40 61 1843.6905983 1.4756261857 100 0 Open ; + +[PUMPS] +;ID Node1 Node2 Properties + 10 Lake 10 HEAD 1 ; + 335 60 61 HEAD 2 ; + +[VALVES] +;ID Node1 Node2 Diameter Type Setting Minor Loss + +[TAGS] +;type name tag + +[DEMANDS] +;ID Demand Pattern + +[STATUS] +;ID Setting +10 Closed + +[PATTERNS] +;ID Multipliers + +1 1.340000 1.940000 1.460000 1.440000 0.760000 0.920000 +1 0.850000 1.070000 0.960000 1.100000 1.080000 1.190000 +1 1.160000 1.080000 0.960000 0.830000 0.790000 0.740000 +1 0.640000 0.640000 0.850000 0.960000 1.240000 1.670000 + +2 0.000000 0.000000 0.000000 0.000000 0.000000 1219.000000 +2 0.000000 0.000000 0.000000 1866.000000 1836.000000 1818.000000 +2 1818.000000 1822.000000 1822.000000 1817.000000 1824.000000 1816.000000 +2 1833.000000 1817.000000 1830.000000 1814.000000 1840.000000 1859.000000 + +3 620.000000 620.000000 620.000000 620.000000 620.000000 360.000000 +3 360.000000 0.000000 0.000000 0.000000 0.000000 360.000000 +3 360.000000 360.000000 360.000000 360.000000 0.000000 0.000000 +3 0.000000 0.000000 0.000000 0.000000 360.000000 360.000000 + +4 1637.000000 1706.000000 1719.000000 1719.000000 1791.000000 1819.000000 +4 1777.000000 1842.000000 1815.000000 1825.000000 1856.000000 1801.000000 +4 1819.000000 1733.000000 1664.000000 1620.000000 1613.000000 1620.000000 +4 1616.000000 1647.000000 1627.000000 1627.000000 1671.000000 1668.000000 + +5 4439.000000 4531.000000 4511.000000 4582.000000 4531.000000 4582.000000 +5 4572.000000 4613.000000 4643.000000 4643.000000 4592.000000 4613.000000 +5 4531.000000 4521.000000 4449.000000 4439.000000 4449.000000 4460.000000 +5 4439.000000 4419.000000 4368.000000 4399.000000 4470.000000 4480.000000 + +[CURVES] +;ID X-Value Y-Value +;PUMP: 1 + 1 0.000000 104.000000 ; + 1 2000.000000 92.000000 ; + 1 4000.000000 63.000000 ; + +;PUMP: 2 + 2 0.000000 200.000000 ; + 2 8000.000000 138.000000 ; + 2 14000.000000 86.000000 ; + + +[CONTROLS] +Pump 10 Open AT TIME 1 +Pump 10 Closed AT TIME 15 +Pump 10 Open AT TIME 25 +Pump 10 Closed AT TIME 39 +Pump 10 Open AT TIME 49 +Pump 10 Closed AT TIME 63 +Pump 10 Open AT TIME 73 +Pump 10 Closed AT TIME 87 +Pump 10 Open AT TIME 97 +Pump 10 Closed AT TIME 111 +Pump 10 Open AT TIME 121 +Pump 10 Closed AT TIME 135 +Pump 10 Open AT TIME 145 +Pump 10 Closed AT TIME 159 +Pump 335 Open IF Tank 1 below 17.1 +Pump 335 Closed IF Tank 1 above 19.1 +Pipe 330 Closed IF Tank 1 below 17.1 +Pipe 330 Open IF Tank 1 above 19.1 + +[RULES] + +[ENERGY] +GLOBAL EFFICIENCY 75.0000 +GLOBAL PRICE 0.0000 +DEMAND CHARGE 0.0000 + +[EMITTERS] +;ID Flow coefficient + +[QUALITY] + +[SOURCES] +;Node Type Quality Pattern + +[REACTIONS] +;Type Pipe/Tank Coefficient + + ORDER BULK 0 + ORDER TANK 0 + ORDER WALL 0 + GLOBAL BULK 0.0000 + GLOBAL WALL 0.0000 + LIMITING POTENTIAL 0.0000 + ROUGHNESS CORRELATION 0.0000 + +[MIXING] +;Tank ID Model Fraction + +[TIMES] +DURATION 24:00:00 +HYDRAULIC TIMESTEP 00:15:00 +QUALITY TIMESTEP 00:15:00 +PATTERN TIMESTEP 01:00:00 +PATTERN START 00:00:00 +REPORT TIMESTEP 01:00:00 +REPORT START 00:00:00 +START CLOCKTIME 00:00:00 AM +RULE TIMESTEP 00:06:00 +STATISTIC NONE + +[REPORT] +STATUS YES +SUMMARY NO +PAGE 0 + +[OPTIONS] +UNITS GPM +HEADLOSS H-W +SPECIFIC GRAVITY 1 +VISCOSITY 1 +TRIALS 40 +ACCURACY 0.001 +CHECKFREQ 2 +MAXCHECK 10 +UNBALANCED CONTINUE 10 +PATTERN 1 +DEMAND MULTIPLIER 1 +EMITTER EXPONENT 0.5 +QUALITY Chemical mg/L +DIFFUSIVITY 1 +TOLERANCE 0.01 + +[COORDINATES] +;Node X-Coord Y-Coord +10 9.000000000 27.850000000 +20 29.440000000 26.910000000 +40 27.020000000 9.810000000 +50 33.010000000 3.010000000 +60 23.900000000 29.940000000 +601 23.000000000 29.490000000 +61 23.710000000 29.030000000 +107 18.450000000 20.460000000 +157 24.850000000 20.160000000 +River 24.150000000 31.060000000 +Lake 8.000000000 27.530000000 +1 27.460000000 9.840000000 +2 32.990000000 3.450000000 +3 29.410000000 27.270000000 + +[VERTICES] +;Link X-Coord Y-Coord + +[LABELS] + 8.000 29.420 "LAKE" + 25.000 31.100 "RIVER" + +[BACKDROP] +DIMENSIONS 6.160 -1.550 46.700 32.610 +UNITS NONE +OFFSET 0.00 0.00 + +[END] diff --git a/examples/networks/reduced 3 Net3 ND.inp b/examples/networks/reduced 3 Net3 ND.inp new file mode 100644 index 0000000..89b6f23 --- /dev/null +++ b/examples/networks/reduced 3 Net3 ND.inp @@ -0,0 +1,233 @@ +; Filename: networks/Net3 ND.inp +; WNTR: 0.4.2 +; Created: 2023-04-26 16:39:41 +[TITLE] +EPANET Example Network 3, updated to include longer duration +Example showing how the percent of Lake water in a dual-source +system changes over time. + +[JUNCTIONS] +;ID Elevation Demand Pattern + 10 147 119.02419488 1 ; + 20 129 186.42822339 1 ; + 40 131.9 95.757450713 1 ; + 50 116.5 368.66386383 1 ; + 60 0 0 1 ; + 601 0 0 1 ; + 61 0 20.371972851 1 ; + 107 22 509.89610285 1 ; + 157 13.1 1751.9681915 1 ; + +[RESERVOIRS] +;ID Head Pattern + River 220 ; + Lake 167 ; + +[TANKS] +;ID Elevation Init Level Min Level Max Level Diameter Min Volume Volume Curve Overflow + 1 131.9 13.1 0.1 32.1 85 0 ; + 2 116.5 23.5 6.5 40.3 50 0 ; + 3 129 29 4 35.5 164 0 ; + +[PIPES] +;ID Node1 Node2 Length Diameter Roughness Minor Loss Status + 20 3 20 99 99 199 0 Open ; + 40 1 40 99 99 199 0 Open ; + 50 2 50 99 99 199 0 Open ; + 60 River 60 1231 24 140 0 Open ; + 330 60 601 1 30 140 0 Closed ; + 333 601 61 1 30 140 0 Open ; + new-pipe-77 157 20 1843.6905983 18.707520777 100 0 Open ; + new-pipe-79 61 20 1843.6905983 8.6044872001 100 0 Open ; + new-pipe-80 61 157 1843.6905983 16.158008955 100 0 Open ; + new-pipe-88 107 10 1843.6905983 9.2902457803 100 0 Open ; + new-pipe-108 40 50 1843.6905983 3.3791510989 100 0 Open ; + new-pipe-112 157 107 1843.6905983 11.920456635 100 0 Open ; + new-pipe-113 157 10 1843.6905983 8.0189584956 100 0 Open ; + new-pipe-115 20 107 1843.6905983 4.9258300598 100 0 Open ; + new-pipe-116 20 10 1843.6905983 2.9054851695 100 0 Open ; + new-pipe-119 61 107 1843.6905983 3.6651582021 100 0 Open ; + new-pipe-120 61 10 1843.6905983 1.3897430028 100 0 Open ; + new-pipe-123 50 157 1843.6905983 9.4996109287 100 0 Open ; + new-pipe-125 157 40 1843.6905983 13.914417908 100 0 Open ; + new-pipe-127 50 10 1843.6905983 1.477788113 100 0 Open ; + new-pipe-128 50 107 1843.6905983 2.645520632 100 0 Open ; + new-pipe-129 50 20 1843.6905983 1.2335072858 100 0 Open ; + new-pipe-130 50 61 1843.6905983 0.91597621957 100 0 Open ; + new-pipe-131 10 40 1843.6905983 2.3962407191 100 0 Open ; + new-pipe-132 107 40 1843.6905983 4.0838935843 100 0 Open ; + new-pipe-133 40 20 1843.6905983 1.8008501159 100 0 Open ; + new-pipe-134 40 61 1843.6905983 1.4756261857 100 0 Open ; + +[PUMPS] +;ID Node1 Node2 Properties + 10 Lake 10 HEAD 1 ; + 335 60 61 HEAD 2 ; + +[VALVES] +;ID Node1 Node2 Diameter Type Setting Minor Loss + +[TAGS] +;type name tag + +[DEMANDS] +;ID Demand Pattern + +[STATUS] +;ID Setting +10 Closed + +[PATTERNS] +;ID Multipliers + +1 1.340000 1.940000 1.460000 1.440000 0.760000 0.920000 +1 0.850000 1.070000 0.960000 1.100000 1.080000 1.190000 +1 1.160000 1.080000 0.960000 0.830000 0.790000 0.740000 +1 0.640000 0.640000 0.850000 0.960000 1.240000 1.670000 + +2 0.000000 0.000000 0.000000 0.000000 0.000000 1219.000000 +2 0.000000 0.000000 0.000000 1866.000000 1836.000000 1818.000000 +2 1818.000000 1822.000000 1822.000000 1817.000000 1824.000000 1816.000000 +2 1833.000000 1817.000000 1830.000000 1814.000000 1840.000000 1859.000000 + +3 620.000000 620.000000 620.000000 620.000000 620.000000 360.000000 +3 360.000000 0.000000 0.000000 0.000000 0.000000 360.000000 +3 360.000000 360.000000 360.000000 360.000000 0.000000 0.000000 +3 0.000000 0.000000 0.000000 0.000000 360.000000 360.000000 + +4 1637.000000 1706.000000 1719.000000 1719.000000 1791.000000 1819.000000 +4 1777.000000 1842.000000 1815.000000 1825.000000 1856.000000 1801.000000 +4 1819.000000 1733.000000 1664.000000 1620.000000 1613.000000 1620.000000 +4 1616.000000 1647.000000 1627.000000 1627.000000 1671.000000 1668.000000 + +5 4439.000000 4531.000000 4511.000000 4582.000000 4531.000000 4582.000000 +5 4572.000000 4613.000000 4643.000000 4643.000000 4592.000000 4613.000000 +5 4531.000000 4521.000000 4449.000000 4439.000000 4449.000000 4460.000000 +5 4439.000000 4419.000000 4368.000000 4399.000000 4470.000000 4480.000000 + +[CURVES] +;ID X-Value Y-Value +;PUMP: 1 + 1 0.000000 104.000000 ; + 1 2000.000000 92.000000 ; + 1 4000.000000 63.000000 ; + +;PUMP: 2 + 2 0.000000 200.000000 ; + 2 8000.000000 138.000000 ; + 2 14000.000000 86.000000 ; + + +[CONTROLS] +Pump 10 Open AT TIME 1 +Pump 10 Closed AT TIME 15 +Pump 10 Open AT TIME 25 +Pump 10 Closed AT TIME 39 +Pump 10 Open AT TIME 49 +Pump 10 Closed AT TIME 63 +Pump 10 Open AT TIME 73 +Pump 10 Closed AT TIME 87 +Pump 10 Open AT TIME 97 +Pump 10 Closed AT TIME 111 +Pump 10 Open AT TIME 121 +Pump 10 Closed AT TIME 135 +Pump 10 Open AT TIME 145 +Pump 10 Closed AT TIME 159 +Pump 335 Open IF Tank 1 below 17.1 +Pump 335 Closed IF Tank 1 above 19.1 +Pipe 330 Closed IF Tank 1 below 17.1 +Pipe 330 Open IF Tank 1 above 19.1 + +[RULES] + +[ENERGY] +GLOBAL EFFICIENCY 75.0000 +GLOBAL PRICE 0.0000 +DEMAND CHARGE 0.0000 + +[EMITTERS] +;ID Flow coefficient + +[QUALITY] + +[SOURCES] +;Node Type Quality Pattern + +[REACTIONS] +;Type Pipe/Tank Coefficient + + ORDER BULK 0 + ORDER TANK 0 + ORDER WALL 0 + GLOBAL BULK 0.0000 + GLOBAL WALL 0.0000 + LIMITING POTENTIAL 0.0000 + ROUGHNESS CORRELATION 0.0000 + +[MIXING] +;Tank ID Model Fraction + +[TIMES] +DURATION 24:00:00 +HYDRAULIC TIMESTEP 00:15:00 +QUALITY TIMESTEP 00:15:00 +PATTERN TIMESTEP 01:00:00 +PATTERN START 00:00:00 +REPORT TIMESTEP 01:00:00 +REPORT START 00:00:00 +START CLOCKTIME 00:00:00 AM +RULE TIMESTEP 00:06:00 +STATISTIC NONE + +[REPORT] +STATUS YES +SUMMARY NO +PAGE 0 + +[OPTIONS] +UNITS GPM +HEADLOSS H-W +SPECIFIC GRAVITY 1 +VISCOSITY 1 +TRIALS 40 +ACCURACY 0.001 +CHECKFREQ 2 +MAXCHECK 10 +UNBALANCED CONTINUE 10 +PATTERN 1 +DEMAND MULTIPLIER 1 +EMITTER EXPONENT 0.5 +QUALITY Chemical mg/L +DIFFUSIVITY 1 +TOLERANCE 0.01 + +[COORDINATES] +;Node X-Coord Y-Coord +10 9.000000000 27.850000000 +20 29.440000000 26.910000000 +40 27.020000000 9.810000000 +50 33.010000000 3.010000000 +60 23.900000000 29.940000000 +601 23.000000000 29.490000000 +61 23.710000000 29.030000000 +107 18.450000000 20.460000000 +157 24.850000000 20.160000000 +River 24.150000000 31.060000000 +Lake 8.000000000 27.530000000 +1 27.460000000 9.840000000 +2 32.990000000 3.450000000 +3 29.410000000 27.270000000 + +[VERTICES] +;Link X-Coord Y-Coord + +[LABELS] + 8.000 29.420 "LAKE" + 25.000 31.100 "RIVER" + +[BACKDROP] +DIMENSIONS 6.160 -1.550 46.700 32.610 +UNITS NONE +OFFSET 0.00 0.00 + +[END] diff --git a/publications/MAGNets Demonstration.ipynb b/publications/MAGNets Demonstration.ipynb new file mode 100644 index 0000000..1b6ab62 --- /dev/null +++ b/publications/MAGNets Demonstration.ipynb @@ -0,0 +1,306 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "3f8a944d", + "metadata": {}, + "source": [ + "# 1. Import MAGNets package" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "6a64866d", + "metadata": {}, + "outputs": [], + "source": [ + "import magnets.reduction as mg" + ] + }, + { + "cell_type": "markdown", + "id": "4837b1c1", + "metadata": {}, + "source": [ + "# 2. Remove all nodes connected in series" + ] + }, + { + "cell_type": "markdown", + "id": "edea056c", + "metadata": {}, + "source": [ + "### Inputs " + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "f7d55d40", + "metadata": {}, + "outputs": [], + "source": [ + "inp_file = 'networks/ky2.inp'\n", + "op_pt = 0\n", + "max_nodal_degree = 2" + ] + }, + { + "cell_type": "markdown", + "id": "57a2b97d", + "metadata": {}, + "source": [ + "### Reduction " + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "435b7dc2", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Reduction Time: 1.6047213077545166 s\n" + ] + } + ], + "source": [ + "import time\n", + "\n", + "t1 = time.time()\n", + "wn2 = mg.reduce_model(inp_file, \n", + " op_pt = op_pt,\n", + " max_nodal_degree = max_nodal_degree) \n", + "t2 = time.time()\n", + "print('Reduction Time: ', t2 - t1, ' s')" + ] + }, + { + "cell_type": "markdown", + "id": "c5365c62", + "metadata": {}, + "source": [ + "### Plotting " + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "fbeddc78", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'Partially reduced model: 459 junctions')" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "import viswaternet as vis\n", + "import wntr\n", + "\n", + "wn = wntr.network.WaterNetworkModel(inp_file)\n", + "inp_file2 = 'networks/reduced 0 ky2.inp'\n", + "model = vis.VisWNModel(inp_file)\n", + "model2 = vis.VisWNModel(inp_file2)\n", + "\n", + "fig, ax = plt.subplots(1,2,figsize = (18,8))\n", + "model.plot_basic_elements(ax=ax[0], legend_loc = 'lower left', reservoir_color ='r', nodes = False)\n", + "model2.plot_basic_elements(ax=ax[1], legend = False, reservoir_color ='r', nodes = False)\n", + "plt.setp(ax[1], ylim=ax[0].get_ylim())\n", + "plt.setp(ax[1], xlim=ax[0].get_xlim())\n", + "ax[0].set_frame_on(False)\n", + "ax[1].set_frame_on(False)\n", + "ax[0].set_title('Full-sized model: ' + str(wn.num_junctions) + ' junctions', \n", + " fontsize = 15, fontweight = 'bold',bbox=dict(facecolor='yellow', alpha = 0.7, edgecolor='r', boxstyle='round'))\n", + "ax[1].set_title('Partially reduced model: ' + str(wn2.num_junctions) + ' junctions', \n", + " fontsize = 15, fontweight = 'bold',bbox=dict(facecolor='yellow', alpha = 0.7, edgecolor='r', boxstyle='round'))" + ] + }, + { + "cell_type": "markdown", + "id": "7d88ca28", + "metadata": {}, + "source": [ + "# 3. Remove all nodes except nodes of interest" + ] + }, + { + "cell_type": "markdown", + "id": "53f27714", + "metadata": {}, + "source": [ + "### Inputs " + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "57558d1d", + "metadata": {}, + "outputs": [], + "source": [ + "inp_file = 'networks/ky2.inp'\n", + "op_pt = 0\n", + "nodes_to_keep = ['J-27', 'J-136']" + ] + }, + { + "cell_type": "markdown", + "id": "cd47e97f", + "metadata": {}, + "source": [ + "### Reduction " + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "65870181", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Reduction Time: 4.715484619140625 s\n" + ] + } + ], + "source": [ + "t1 = time.time()\n", + "\n", + "wn2 = mg.reduce_model(inp_file, \n", + " op_pt = op_pt,\n", + " nodes_to_keep = nodes_to_keep) \n", + "\n", + "t2 = time.time()\n", + "print('Reduction Time: ', t2 - t1, ' s')" + ] + }, + { + "cell_type": "markdown", + "id": "e6f8f91d", + "metadata": {}, + "source": [ + "### Plotting " + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "965b9091", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'Fully reduced model: 7 junctions')" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "model = vis.VisWNModel(inp_file)\n", + "model2 = vis.VisWNModel(inp_file2)\n", + "inp_file2 = 'networks/reduced 0 ky2.inp'\n", + "\n", + "fig, ax = plt.subplots(1,2,figsize = (18,8))\n", + "model.plot_basic_elements(ax=ax[0], legend_loc = 'lower left', reservoir_color ='r', nodes = False)\n", + "model2.plot_basic_elements(ax=ax[1], legend = False, reservoir_color ='r', nodes = False)\n", + "model.draw_nodes(ax=ax[0], node_list = nodes_to_keep, \n", + " node_size = 300, node_color = 'orange', edge_colors = 'k', line_widths = 1)\n", + "model2.draw_nodes(ax=ax[1], node_list = nodes_to_keep, \n", + " node_size = 300, node_color = 'orange', edge_colors = 'k', line_widths = 1)\n", + "plt.setp(ax[1], ylim=ax[0].get_ylim())\n", + "plt.setp(ax[1], xlim=ax[0].get_xlim())\n", + "plt.setp(ax[1], ylim=ax[0].get_ylim())\n", + "plt.setp(ax[1], xlim=ax[0].get_xlim())\n", + "ax[0].set_frame_on(False)\n", + "ax[1].set_frame_on(False)\n", + "ax[0].set_title('Full-sized model: ' + str(wn.num_junctions) + ' junctions', \n", + " fontsize = 15, fontweight = 'bold',bbox=dict(facecolor='yellow', alpha = 0.7, edgecolor='r', boxstyle='round'))\n", + "ax[1].set_title('Fully reduced model: ' + str(wn2.num_junctions) + ' junctions', \n", + " fontsize = 15, fontweight = 'bold',bbox=dict(facecolor='yellow', alpha = 0.7, edgecolor='r', boxstyle='round'))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "9d1f781e", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "75017c23", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4a9e8d59", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "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": "3.9.13" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/publications/ky2.png b/publications/ky2.png new file mode 100644 index 0000000..8604930 Binary files /dev/null and b/publications/ky2.png differ diff --git a/publications/networks/reduced 0 ky2.inp b/publications/networks/reduced 0 ky2.inp new file mode 100644 index 0000000..58dea8f --- /dev/null +++ b/publications/networks/reduced 0 ky2.inp @@ -0,0 +1,179 @@ +; Filename: networks/ky2.inp +; WNTR: 0.4.2 +; Created: 2023-05-21 17:30:22 +[TITLE] + +[JUNCTIONS] +;ID Elevation Demand Pattern + J-1 488.5406 59.788233279 1 ; + J-127 501 135.68619562 1 ; + J-136 473.3589 407.85206922 1 ; + J-27 510.001 358.70863519 1 ; + J-485 488.2168 149.7480338 1 ; + O-Pump-1 479.6692 339.28683289 1 ; + I-Pump-1 479.6692 0 1 ; + +[RESERVOIRS] +;ID Head Pattern + R-1 476.1995 ; + +[TANKS] +;ID Elevation Init Level Min Level Max Level Diameter Min Volume Volume Curve Overflow + T-1 486.8347 116.1653 113.1653 143.1653 38 0 ; + T-2 500.9832 148.0168 119.0168 149.0168 53 0 ; + T-3 490.4828 129.5172 119.5172 159.5172 65 0 ; + +[PIPES] +;ID Node1 Node2 Length Diameter Roughness Minor Loss Status + P-1 J-1 T-3 620.809 10 100 0 Open ; + P-1007 T-1 J-485 180.009 8 100 0 Open ; + P-296 T-2 J-127 63.99 10 100 0 Open ; + P-977 I-Pump-1 R-1 124.349 10 100 0 Open ; + new-pipe-1640 O-Pump-1 J-127 444.39751157 10.525897287 100 0 Open ; + new-pipe-1695 J-1 J-27 444.39751157 4.5557588054 100 0 Open ; + new-pipe-1747 J-485 J-136 444.39751157 7.2062116769 100 0 Open ; + new-pipe-1799 J-127 J-136 444.39751157 6.14416027 100 0 Open ; + new-pipe-1800 J-127 J-485 444.39751157 2.8705286885 100 0 Open ; + new-pipe-1819 J-127 J-27 444.39751157 6.994555649 100 0 Open ; + new-pipe-1820 J-127 J-1 444.39751157 3.1509990444 100 0 Open ; + new-pipe-1823 J-27 O-Pump-1 444.39751157 6.0731360903 100 0 Open ; + new-pipe-1833 O-Pump-1 J-1 444.39751157 2.719072034 100 0 Open ; + new-pipe-1838 J-1 J-136 444.39751157 2.7207198557 100 0 Open ; + new-pipe-1839 J-1 J-485 444.39751157 0.78534657992 100 0 Open ; + new-pipe-1840 J-27 J-136 444.39751157 5.1573887177 100 0 Open ; + new-pipe-1841 J-27 J-485 444.39751157 2.666101229 100 0 Open ; + new-pipe-1842 J-136 O-Pump-1 444.39751157 6.4567879044 100 0 Open ; + new-pipe-1843 J-485 O-Pump-1 444.39751157 5.4875689794 100 0 Open ; + +[PUMPS] +;ID Node1 Node2 Properties + ~@Pump-1 I-Pump-1 O-Pump-1 POWER 124.99999999999999 ; + +[VALVES] +;ID Node1 Node2 Diameter Type Setting Minor Loss + +[TAGS] +;type name tag + +[DEMANDS] +;ID Demand Pattern + +[STATUS] +;ID Setting + +[PATTERNS] +;ID Multipliers + +1 0.330000 0.250000 0.209000 0.209000 0.259000 0.360000 +1 0.529000 0.910000 1.200000 1.299000 1.340000 1.340000 +1 1.320000 1.269000 1.250000 1.250000 1.279000 1.370000 +1 1.519000 1.700000 1.750000 1.669000 0.899000 0.479000 + +2 1.000000 + +3 0.165000 0.125000 0.105000 0.105000 0.130000 0.180000 +3 0.265000 0.455000 0.600000 0.650000 0.670000 0.670000 +3 0.660000 0.635000 0.625000 0.625000 0.640000 0.685000 +3 0.760000 0.850000 0.875000 0.835000 0.450000 0.240000 + +ENRG1 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 +ENRG1 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 +ENRG1 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 +ENRG1 1.000000 1.000000 1.000000 1.000000 1.000000 + +[CURVES] +;ID X-Value Y-Value + +[CONTROLS] +Pump ~@Pump-1 Open IF Tank T-2 below 124.01600000000002 +Pump ~@Pump-1 Closed IF Tank T-2 above 146.016 + +[RULES] + +[ENERGY] +GLOBAL EFFICIENCY 75.0000 +GLOBAL PRICE 0.0000 +DEMAND CHARGE 0.0000 +GLOBAL PATTERN ENRG1 + +[EMITTERS] +;ID Flow coefficient + +[QUALITY] + +[SOURCES] +;Node Type Quality Pattern + +[REACTIONS] +;Type Pipe/Tank Coefficient + + ORDER BULK 1 + ORDER TANK 1 + ORDER WALL 1 + GLOBAL BULK -0.5000 + GLOBAL WALL -1.0000 + LIMITING POTENTIAL 0.0000 + ROUGHNESS CORRELATION 0.0000 + +[MIXING] +;Tank ID Model Fraction + +[TIMES] +DURATION 24:00:00 +HYDRAULIC TIMESTEP 00:30:00 +QUALITY TIMESTEP 00:05:00 +PATTERN TIMESTEP 01:00:00 +PATTERN START 00:00:00 +REPORT TIMESTEP 00:30:00 +REPORT START 00:00:00 +START CLOCKTIME 00:00:00 AM +RULE TIMESTEP 00:06:00 +STATISTIC NONE + +[REPORT] +STATUS FULL +SUMMARY NO +PAGE 0 + +[OPTIONS] +UNITS GPM +HEADLOSS H-W +SPECIFIC GRAVITY 1 +VISCOSITY 1 +TRIALS 40 +ACCURACY 0.001 +CHECKFREQ 2 +MAXCHECK 10 +UNBALANCED CONTINUE 10 +PATTERN 1 +DEMAND MULTIPLIER 1 +EMITTER EXPONENT 0.5 +QUALITY AGE +DIFFUSIVITY 1 +TOLERANCE 0.01 + +[COORDINATES] +;Node X-Coord Y-Coord +J-1 4071494.750000000 3449266.000000000 +J-127 4073680.250000000 3441640.000000000 +J-136 4077117.990000000 3439924.000000000 +J-27 4070888.250000000 3442837.000000000 +J-485 4075454.750000000 3437442.000000000 +O-Pump-1 4073253.000000000 3441100.000000000 +I-Pump-1 4073253.000000000 3441100.000000000 +R-1 4073135.000000000 3441057.000000000 +T-1 4075634.000000000 3437429.000000000 +T-2 4073744.000000000 3441639.000000000 +T-3 4071752.000000000 3449830.000000000 + +[VERTICES] +;Link X-Coord Y-Coord + +[LABELS] + +[BACKDROP] +DIMENSIONS 4054301.72 3430693.60 4080356.03 3450150.40 +UNITS NONE +OFFSET 0.00 0.00 + +[END] diff --git a/publications/reduced 0 ky2.png b/publications/reduced 0 ky2.png new file mode 100644 index 0000000..1314128 Binary files /dev/null and b/publications/reduced 0 ky2.png differ diff --git a/publications/reproducibility.ipynb b/publications/reproducibility.ipynb index 551c427..a4cfd98 100644 --- a/publications/reproducibility.ipynb +++ b/publications/reproducibility.ipynb @@ -353,7 +353,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.3" + "version": "3.9.13" } }, "nbformat": 4,