diff --git a/examples/05-floris-wake-model.ipynb b/examples/05-floris-wake-model.ipynb index 5b763f7d7..24483ad8e 100644 --- a/examples/05-floris-wake-model.ipynb +++ b/examples/05-floris-wake-model.ipynb @@ -26,7 +26,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "/Users/cirmas/workspace/HOPP/examples/log/hybrid_systems_2023-11-22T11.35.47.431598.log\n" + "/Users/kbrunik/github/HOPP/examples/log/hybrid_systems_2024-10-25T15.50.30.428917.log\n" ] } ], @@ -86,8 +86,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Simulating wind farm output in FLORIS...\n", - "Wind annual energy: 71702641.37052418\n" + "Simulating wind farm output in FLORIS...\n" ] } ], @@ -116,11 +115,11 @@ "Solar Installed Cost: 48000000.0\n", "Hybrid Installed Cost: 77080000.0\n", "Wind NPV: 0\n", - "Solar NPV: -33636480.232181095\n", - "Hybrid NPV: -51597125.31015441\n", - "{\"pv\": 104289820.46059448, \"wind\": 71702641.37052418, \"hybrid\": 175506109.74182892}\n", - "{\"pv\": 30.95359968008512, \"wind\": 40.92616516582431, \"hybrid\": 34.36526681994326}\n", - "{\"pv\": -33636480.232181095, \"wind\": 0, \"hybrid\": -51597125.31015441}\n" + "Solar NPV: -33636527.1665052\n", + "Hybrid NPV: -54759585.01634565\n", + "{\"pv\": 104284756.32608213, \"wind\": 54920479.15233228, \"hybrid\": 159157094.4932644}\n", + "{\"pv\": 30.952096626462733, \"wind\": 31.347305452244456, \"hybrid\": 31.087299645809114}\n", + "{\"pv\": -33636527.1665052, \"wind\": 0, \"hybrid\": -54759585.01634565}\n" ] } ], @@ -160,12 +159,22 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 15, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "text/plain": [ + "" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", 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" ] @@ -177,17 +186,20 @@ "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", - "from floris.tools import FlorisInterface\n", - "import floris.tools.visualization as wakeviz\n", + "from floris import FlorisModel\n", + "from floris.flow_visualization import visualize_cut_plane\n", "\n", "site = hybrid_plant.site\n", "\n", + "MIN_WS = 1.0\n", + "MAX_WS = 8.0\n", + "\n", "wind_speed = [W[2] for W in site.wind_resource._data['data']]\n", "wind_dirs = [W[3] for W in site.wind_resource._data['data']]\n", "\n", - "fi = FlorisInterface(\"inputs/floris/gch.yaml\")\n", - "fi.reinitialize(wind_speeds=[np.round(np.average(wind_speed), decimals=3)])\n", - "fi.reinitialize(wind_directions=[np.round(np.median(wind_dirs), decimals=2)])\n", + "fi = FlorisModel(\"inputs/floris/gch.yaml\")\n", + "fi.set(wind_speeds=[np.round(np.average(wind_speed), decimals=3)])\n", + "fi.set(wind_directions=[np.round(np.median(wind_dirs), decimals=2)])\n", "horizontal_plane = fi.calculate_horizontal_plane(\n", " x_resolution=200,\n", " y_resolution=100,\n", @@ -195,22 +207,18 @@ " # yaw_angles=np.array([[[25.,0.,0.,0.]]]),\n", ")\n", "\n", - "fig, ax_list = plt.subplots(1, 1, figsize=(10, 8))\n", "\n", - "wakeviz.visualize_cut_plane(horizontal_plane, ax=ax_list, title=\"Horizontal\")\n", + "fig, ax_list = plt.subplots(1, 1, figsize=(10, 8))\n", "\n", - "wakeviz.show_plots()" + "visualize_cut_plane(horizontal_plane, ax=ax_list, title=\"Horizontal\")" ] } ], "metadata": { - "interpreter": { - "hash": "661f83817430c987d2c89f98b1a51e7dfded010a3b3f32f4337e8bbac58e21ff" - }, "kernelspec": { - "display_name": "hopp", + "display_name": "hopp2", "language": "python", - "name": "hopp" + "name": "python3" }, "language_info": { "codemirror_mode": { @@ -222,7 +230,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.18" + "version": "3.11.10" } }, "nbformat": 4, diff --git a/examples/inputs/floris/gch.yaml b/examples/inputs/floris/gch.yaml index b04976558..5c0ea8eb2 100644 --- a/examples/inputs/floris/gch.yaml +++ b/examples/inputs/floris/gch.yaml @@ -12,7 +12,7 @@ description: Three turbines using Gauss Curl Hybrid model ### # The earliest verion of FLORIS this input file supports. # This is not currently only for the user's reference. -floris_version: v3.0.0 +floris_version: v4 ### # Configure the logging level and where to show the logs. @@ -70,7 +70,6 @@ farm: - 0.0 - 630.0 - 1260.0 - - 1800.0 ### # Coordinates for the turbine locations in the y-direction which is typically considered @@ -81,7 +80,6 @@ farm: - 0.0 - 0.0 - 0.0 - - 0.0 ### # Listing of turbine types for placement at the x and y coordinates given above. @@ -113,8 +111,9 @@ flow_field: reference_wind_height: -1 ### - # The level of turbulence intensity level in the wind. - turbulence_intensity: 0.06 + # The turbulence intensities to include in the simulation, specified as a decimal. + turbulence_intensities: + - 0.06 ### # The wind directions to include in the simulation. @@ -136,6 +135,15 @@ flow_field: # The wind veer as a constant value for all points in the grid. wind_veer: 0.0 + ### + # The conditions that are specified for use with the multi-dimensional Cp/Ct capbility. + # These conditions are external to FLORIS and specified by the user. They are used internally + # through a nearest-neighbor selection process to choose the correct Cp/Ct interpolants + # to use. + multidim_conditions: + Tp: 2.5 + Hs: 3.01 + ### # Configure the wake model. wake: @@ -170,6 +178,10 @@ wake: # Can be "true" or "false". enable_yaw_added_recovery: true + ### + # Can be "true" or "false". + enable_active_wake_mixing: false + ### # Can be "true" or "false". enable_transverse_velocities: true