diff --git a/docs/notebooks/RunWindFarmSimulation.ipynb b/docs/notebooks/RunWindFarmSimulation.ipynb
index cacb17c05bbed2238e27a94968642a6c767525d6..d2ef798f5ebceb60ea9fe4032b493ebd0ab6b888 100644
--- a/docs/notebooks/RunWindFarmSimulation.ipynb
+++ b/docs/notebooks/RunWindFarmSimulation.ipynb
@@ -9,7 +9,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
@@ -22,9 +22,17 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 2,
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "IEA37SimpleBastankhahGaussian(PropagateDownwind, IEA37SimpleBastankhahGaussianDeficit-wake, RotorCenter-rotor-average, SquaredSum-superposition)\n"
+ ]
+ }
+ ],
"source": [
"# import and setup site and windTurbines\n",
"import numpy as np\n",
@@ -52,12 +60,14 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "Run the wind farm simulation by calling the wind farm model. The this call will return a `SimulationResult`"
+ "Run the wind farm simulation by calling the wind farm model. As default, the model will be run for all wind directions and wind speeds defined in `site.default_wd` and `site.default_ws`(which defaults to [0,1,..,359] and [3,4,..,25])\n",
+ "\n",
+ "The call will return a `SimulationResult`"
]
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
@@ -107,9 +117,667 @@
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+ " Yaw (wt, wd, ws) float64 0.0 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0 0.0\n",
+ "Attributes:\n",
+ " wd_bin_size: 1</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.SimulationResult</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-990bb662-4d27-4ba1-b736-54823101679f' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-990bb662-4d27-4ba1-b736-54823101679f' class='xr-section-summary' title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>wd</span>: 360</li><li><span class='xr-has-index'>ws</span>: 1</li><li><span class='xr-has-index'>wt</span>: 16</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-af188b7b-67bb-49e6-a0a0-fc0add47fdec' class='xr-section-summary-in' type='checkbox' checked><label for='section-af188b7b-67bb-49e6-a0a0-fc0add47fdec' class='xr-section-summary' >Coordinates: <span>(7)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>wt</span></div><div class='xr-var-dims'>(wt)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 ... 10 11 12 13 14 15</div><input id='attrs-dac5a833-01a9-47c6-a28f-b6b8c6e19dda' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-dac5a833-01a9-47c6-a28f-b6b8c6e19dda' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d4d8766b-068b-4a62-811d-6874a7e4f446' class='xr-var-data-in' type='checkbox'><label for='data-d4d8766b-068b-4a62-811d-6874a7e4f446' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>Description :</span></dt><dd>Wind turbine number</dd></dl></div><div class='xr-var-data'><pre>array([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>wd</span></div><div class='xr-var-dims'>(wd)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 ... 355 356 357 358 359</div><input id='attrs-c437d254-32a0-4298-ad23-71c33bde0a25' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c437d254-32a0-4298-ad23-71c33bde0a25' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-59b3aa63-fb5b-4606-b621-63797c198694' class='xr-var-data-in' type='checkbox'><label for='data-59b3aa63-fb5b-4606-b621-63797c198694' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>Description :</span></dt><dd>Local free-stream wind direction [deg]</dd></dl></div><div class='xr-var-data'><pre>array([ 0, 1, 2, ..., 357, 358, 359])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>ws</span></div><div class='xr-var-dims'>(ws)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>9.8</div><input id='attrs-4c563a93-75b4-4596-807e-111292a0eb7b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-4c563a93-75b4-4596-807e-111292a0eb7b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6f79aef5-b6d4-4316-8239-354c5e604fdf' class='xr-var-data-in' type='checkbox'><label for='data-6f79aef5-b6d4-4316-8239-354c5e604fdf' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([9.8])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>x</span></div><div class='xr-var-dims'>(wt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 650.0 200.9 ... 401.7 1.052e+03</div><input id='attrs-49129304-fc1e-4305-8a72-e4f90d9fb7f2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-49129304-fc1e-4305-8a72-e4f90d9fb7f2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6337e01f-5be9-426f-8a68-d6d98f11701e' class='xr-var-data-in' type='checkbox'><label for='data-6337e01f-5be9-426f-8a68-d6d98f11701e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>Description :</span></dt><dd>Wind turbine x coordinate [m]</dd></dl></div><div class='xr-var-data'><pre>array([ 0. , 650. , 200.861 , -525.861 , -525.861 ,\n",
+ " 200.861 , 1300. , 1051.7221, 401.7221, -401.7221,\n",
+ " -1051.7221, -1300. , -1051.7221, -401.7221, 401.7221,\n",
+ " 1051.7221])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>y</span></div><div class='xr-var-dims'>(wt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 618.2 ... -1.236e+03 -764.1</div><input id='attrs-4c9d3653-134c-4778-9dbe-aabff507818f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4c9d3653-134c-4778-9dbe-aabff507818f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d2d38359-eb87-4328-bec2-73fd1866a47d' class='xr-var-data-in' type='checkbox'><label for='data-d2d38359-eb87-4328-bec2-73fd1866a47d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>Description :</span></dt><dd>Wind turbine y coordinate [m]</dd></dl></div><div class='xr-var-data'><pre>array([ 0. , 0. , 618.1867, 382.0604, -382.0604,\n",
+ " -618.1867, 0. , 764.1208, 1236.3735, 1236.3735,\n",
+ " 764.1208, 0. , -764.1208, -1236.3735, -1236.3735,\n",
+ " -764.1208])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>h</span></div><div class='xr-var-dims'>(wt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>110.0 110.0 110.0 ... 110.0 110.0</div><input id='attrs-19e30a94-7bab-4d60-8ab7-574927bd1781' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-19e30a94-7bab-4d60-8ab7-574927bd1781' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-45f5a1c6-24d9-4d9a-8e9a-318def095c5e' class='xr-var-data-in' type='checkbox'><label for='data-45f5a1c6-24d9-4d9a-8e9a-318def095c5e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>Description :</span></dt><dd>Wind turbine hub height [m]</dd></dl></div><div class='xr-var-data'><pre>array([110., 110., 110., 110., 110., 110., 110., 110., 110., 110., 110.,\n",
+ " 110., 110., 110., 110., 110.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>type</span></div><div class='xr-var-dims'>(wt)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0</div><input id='attrs-59f2381e-1f1b-4314-9b2f-cdac2e09852b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-59f2381e-1f1b-4314-9b2f-cdac2e09852b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-daaa9ae1-625a-4429-9d5c-550c000a453b' class='xr-var-data-in' type='checkbox'><label for='data-daaa9ae1-625a-4429-9d5c-550c000a453b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>Description :</span></dt><dd>Wind turbine type</dd></dl></div><div class='xr-var-data'><pre>array([0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-6707dedc-7aae-45b1-8327-b214377b21c0' class='xr-section-summary-in' type='checkbox' checked><label for='section-6707dedc-7aae-45b1-8327-b214377b21c0' class='xr-section-summary' >Data variables: <span>(11)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>WS_eff</span></div><div class='xr-var-dims'>(wt, wd, ws)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>9.776 9.761 9.738 ... 8.888 8.775</div><input id='attrs-3410bdf6-590e-424e-97b7-4cdb6b8668f3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3410bdf6-590e-424e-97b7-4cdb6b8668f3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3c605c2e-2bd8-4555-ad4d-ecac33734e62' class='xr-var-data-in' type='checkbox'><label for='data-3c605c2e-2bd8-4555-ad4d-ecac33734e62' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>Description :</span></dt><dd>Effective local wind speed [m/s]</dd></dl></div><div class='xr-var-data'><pre>array([[[9.7764691 ],\n",
+ " [9.76139563],\n",
+ " [9.73841915],\n",
+ " ...,\n",
+ " [9.79543994],\n",
+ " [9.7919581 ],\n",
+ " [9.78605312]],\n",
+ "\n",
+ " [[9.77918195],\n",
+ " [9.79032222],\n",
+ " [9.79578986],\n",
+ " ...,\n",
+ " [9.66030776],\n",
+ " [9.72093378],\n",
+ " [9.75807623]],\n",
+ "\n",
+ " [[9.77646923],\n",
+ " [9.76139587],\n",
+ " [9.73841988],\n",
+ " ...,\n",
+ "...\n",
+ " ...,\n",
+ " [8.3612169 ],\n",
+ " [8.5644336 ],\n",
+ " [8.75460958]],\n",
+ "\n",
+ " [[9.18670342],\n",
+ " [9.23117204],\n",
+ " [9.3201082 ],\n",
+ " ...,\n",
+ " [9.15707839],\n",
+ " [9.19393306],\n",
+ " [9.18667639]],\n",
+ "\n",
+ " [[8.73450801],\n",
+ " [8.7750182 ],\n",
+ " [8.88752853],\n",
+ " ...,\n",
+ " [9.04859953],\n",
+ " [8.88766409],\n",
+ " [8.77505072]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>TI_eff</span></div><div class='xr-var-dims'>(wt, wd, ws)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.075 0.075 0.075 ... 0.075 0.075</div><input id='attrs-ce1f1866-a545-4363-86bf-ceabd616dff3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ce1f1866-a545-4363-86bf-ceabd616dff3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4c009eb9-8460-4308-b5f6-5ca1055468a2' class='xr-var-data-in' type='checkbox'><label for='data-4c009eb9-8460-4308-b5f6-5ca1055468a2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>Description :</span></dt><dd>Effective local turbulence intensity</dd></dl></div><div class='xr-var-data'><pre>array([[[0.075],\n",
+ " [0.075],\n",
+ " [0.075],\n",
+ " ...,\n",
+ " [0.075],\n",
+ " [0.075],\n",
+ " [0.075]],\n",
+ "\n",
+ " [[0.075],\n",
+ " [0.075],\n",
+ " [0.075],\n",
+ " ...,\n",
+ " [0.075],\n",
+ " [0.075],\n",
+ " [0.075]],\n",
+ "\n",
+ " [[0.075],\n",
+ " [0.075],\n",
+ " [0.075],\n",
+ " ...,\n",
+ "...\n",
+ " ...,\n",
+ " [0.075],\n",
+ " [0.075],\n",
+ " [0.075]],\n",
+ "\n",
+ " [[0.075],\n",
+ " [0.075],\n",
+ " [0.075],\n",
+ " ...,\n",
+ " [0.075],\n",
+ " [0.075],\n",
+ " [0.075]],\n",
+ "\n",
+ " [[0.075],\n",
+ " [0.075],\n",
+ " [0.075],\n",
+ " ...,\n",
+ " [0.075],\n",
+ " [0.075],\n",
+ " [0.075]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Power</span></div><div class='xr-var-dims'>(wt, wd, ws)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>3.309e+06 3.284e+06 ... 1.869e+06</div><input id='attrs-0ca14e5a-da06-4541-aa7e-50fc43ddfb8a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0ca14e5a-da06-4541-aa7e-50fc43ddfb8a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-24f218f9-4747-478b-ad2e-fb8413faee79' class='xr-var-data-in' type='checkbox'><label for='data-24f218f9-4747-478b-ad2e-fb8413faee79' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>Description :</span></dt><dd>Power [W]</dd></dl></div><div class='xr-var-data'><pre>array([[[3309391.82697504],\n",
+ " [3283552.18204192],\n",
+ " [3244424.16636096],\n",
+ " ...,\n",
+ " [3342104.72695179],\n",
+ " [3336084.63585947],\n",
+ " [3325891.49245134]],\n",
+ "\n",
+ " [[3314056.65883277],\n",
+ " [3333258.7148009 ],\n",
+ " [3342710.13123635],\n",
+ " ...,\n",
+ " [3113730.08031191],\n",
+ " [3214856.47866866],\n",
+ " [3277880.05282838]],\n",
+ "\n",
+ " [[3309392.0448213 ],\n",
+ " [3283552.59238783],\n",
+ " [3244425.40114628],\n",
+ " ...,\n",
+ "...\n",
+ " ...,\n",
+ " [1424242.31348396],\n",
+ " [1632756.82069355],\n",
+ " [1845463.2846578 ]],\n",
+ "\n",
+ " [[2395714.56472 ],\n",
+ " [2457863.92737248],\n",
+ " [2585367.12602514],\n",
+ " ...,\n",
+ " [2354897.58491197],\n",
+ " [2405746.538534 ],\n",
+ " [2395677.10193947]],\n",
+ "\n",
+ " [[1822155.32088423],\n",
+ " [1869329.76166312],\n",
+ " [2004604.68939922],\n",
+ " ...,\n",
+ " [2209396.15449753],\n",
+ " [2004771.4994919 ],\n",
+ " [1869367.94993792]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>CT</span></div><div class='xr-var-dims'>(wt, wd, ws)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.8889 0.8889 ... 0.8889 0.8889</div><input id='attrs-c27f12d2-81de-4b2e-b4c2-cddbab868a07' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c27f12d2-81de-4b2e-b4c2-cddbab868a07' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6168bae5-0bbb-439f-afdf-b369f478dd76' class='xr-var-data-in' type='checkbox'><label for='data-6168bae5-0bbb-439f-afdf-b369f478dd76' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>Description :</span></dt><dd>Thrust coefficient</dd></dl></div><div class='xr-var-data'><pre>array([[[0.88888889],\n",
+ " [0.88888889],\n",
+ " [0.88888889],\n",
+ " ...,\n",
+ " [0.88888889],\n",
+ " [0.88888889],\n",
+ " [0.88888889]],\n",
+ "\n",
+ " [[0.88888889],\n",
+ " [0.88888889],\n",
+ " [0.88888889],\n",
+ " ...,\n",
+ " [0.88888889],\n",
+ " [0.88888889],\n",
+ " [0.88888889]],\n",
+ "\n",
+ " [[0.88888889],\n",
+ " [0.88888889],\n",
+ " [0.88888889],\n",
+ " ...,\n",
+ "...\n",
+ " ...,\n",
+ " [0.88888889],\n",
+ " [0.88888889],\n",
+ " [0.88888889]],\n",
+ "\n",
+ " [[0.88888889],\n",
+ " [0.88888889],\n",
+ " [0.88888889],\n",
+ " ...,\n",
+ " [0.88888889],\n",
+ " [0.88888889],\n",
+ " [0.88888889]],\n",
+ "\n",
+ " [[0.88888889],\n",
+ " [0.88888889],\n",
+ " [0.88888889],\n",
+ " ...,\n",
+ " [0.88888889],\n",
+ " [0.88888889],\n",
+ " [0.88888889]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>WS</span></div><div class='xr-var-dims'>(ws)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>9.8</div><input id='attrs-6c54c89c-de19-4590-8c2d-a97290798cbc' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6c54c89c-de19-4590-8c2d-a97290798cbc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4a087e81-0e60-4393-b6a8-d8e16c999af1' class='xr-var-data-in' type='checkbox'><label for='data-4a087e81-0e60-4393-b6a8-d8e16c999af1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>Description :</span></dt><dd>Local free-stream wind speed [m/s]</dd></dl></div><div class='xr-var-data'><pre>array([9.8])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>WD</span></div><div class='xr-var-dims'>(wd)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 ... 355 356 357 358 359</div><input id='attrs-bcfc103a-d35d-4e4d-9744-78780df966e7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bcfc103a-d35d-4e4d-9744-78780df966e7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5dd2ed49-9949-4253-b1fa-2a38ffd42199' class='xr-var-data-in' type='checkbox'><label for='data-5dd2ed49-9949-4253-b1fa-2a38ffd42199' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>Description :</span></dt><dd>Local free-stream wind direction [deg]</dd></dl></div><div class='xr-var-data'><pre>array([ 0, 1, 2, ..., 357, 358, 359])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>TI</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.075</div><input id='attrs-fe10154f-2e11-4818-a0da-c2fc6cb3194f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-fe10154f-2e11-4818-a0da-c2fc6cb3194f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-345cf506-ef36-4a8c-bd05-8153b0dea055' class='xr-var-data-in' type='checkbox'><label for='data-345cf506-ef36-4a8c-bd05-8153b0dea055' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>Description :</span></dt><dd>Local free-stream turbulence intensity</dd></dl></div><div class='xr-var-data'><pre>array(0.075)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ws_lower</span></div><div class='xr-var-dims'>(ws)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>9.3</div><input id='attrs-75076b70-e56c-460f-9484-9645cdbc6ea5' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-75076b70-e56c-460f-9484-9645cdbc6ea5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c573c481-fa17-4a06-9a64-4f343c7bd052' class='xr-var-data-in' type='checkbox'><label for='data-c573c481-fa17-4a06-9a64-4f343c7bd052' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>Description :</span></dt><dd>Lower bound of wind speed bins [m/s]</dd></dl></div><div class='xr-var-data'><pre>array([9.3])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ws_upper</span></div><div class='xr-var-dims'>(ws)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>10.3</div><input id='attrs-4d3c157b-9472-49c1-aa3c-d91d5012c7fb' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4d3c157b-9472-49c1-aa3c-d91d5012c7fb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cfdae4d1-3679-485a-a14d-ffd6fd1efb5b' class='xr-var-data-in' type='checkbox'><label for='data-cfdae4d1-3679-485a-a14d-ffd6fd1efb5b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>Description :</span></dt><dd>Upper bound of wind speed bins [m/s]</dd></dl></div><div class='xr-var-data'><pre>array([10.3])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>P</span></div><div class='xr-var-dims'>(wd)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.001111 0.001111 ... 0.001111</div><input id='attrs-607c55c2-13dd-47ab-8be4-a41adca5fe00' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-607c55c2-13dd-47ab-8be4-a41adca5fe00' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cb03c60e-eb60-44ba-a42f-784b2d515d19' class='xr-var-data-in' type='checkbox'><label for='data-cb03c60e-eb60-44ba-a42f-784b2d515d19' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0.00111111, 0.00111111, 0.00111111, 0.00111111, 0.00111111,\n",
+ " 0.00111111, 0.00111111, 0.00111111, 0.00111111, 0.00111111,\n",
+ " 0.00111111, 0.00111111, 0.00106667, 0.00106667, 0.00106667,\n",
+ " 0.00106667, 0.00106667, 0.00106667, 0.00106667, 0.00106667,\n",
+ " 0.00106667, 0.00106667, 0.00106667, 0.00106667, 0.00106667,\n",
+ " 0.00106667, 0.00106667, 0.00106667, 0.00106667, 0.00106667,\n",
+ " 0.00106667, 0.00106667, 0.00106667, 0.00106667, 0.00128889,\n",
+ " 0.00128889, 0.00128889, 0.00128889, 0.00128889, 0.00128889,\n",
+ " 0.00128889, 0.00128889, 0.00128889, 0.00128889, 0.00128889,\n",
+ " 0.00128889, 0.00128889, 0.00128889, 0.00128889, 0.00128889,\n",
+ " 0.00128889, 0.00128889, 0.00128889, 0.00128889, 0.00128889,\n",
+ " 0.00128889, 0.00128889, 0.0016 , 0.0016 , 0.0016 ,\n",
+ " 0.0016 , 0.0016 , 0.0016 , 0.0016 , 0.0016 ,\n",
+ " 0.0016 , 0.0016 , 0.0016 , 0.0016 , 0.0016 ,\n",
+ " 0.0016 , 0.0016 , 0.0016 , 0.0016 , 0.0016 ,\n",
+ " 0.0016 , 0.0016 , 0.0016 , 0.0016 , 0.0028 ,\n",
+ " 0.0028 , 0.0028 , 0.0028 , 0.0028 , 0.0028 ,\n",
+ " 0.0028 , 0.0028 , 0.0028 , 0.0028 , 0.0028 ,\n",
+ " 0.0028 , 0.0028 , 0.0028 , 0.0028 , 0.0028 ,\n",
+ " 0.0028 , 0.0028 , 0.0028 , 0.0028 , 0.0028 ,\n",
+ "...\n",
+ " 0.00946667, 0.00946667, 0.00946667, 0.00946667, 0.00946667,\n",
+ " 0.00946667, 0.00946667, 0.00946667, 0.00946667, 0.00946667,\n",
+ " 0.00946667, 0.00946667, 0.00946667, 0.00946667, 0.00946667,\n",
+ " 0.00946667, 0.00946667, 0.00946667, 0.00946667, 0.00946667,\n",
+ " 0.00946667, 0.00946667, 0.00204444, 0.00204444, 0.00204444,\n",
+ " 0.00204444, 0.00204444, 0.00204444, 0.00204444, 0.00204444,\n",
+ " 0.00204444, 0.00204444, 0.00204444, 0.00204444, 0.00204444,\n",
+ " 0.00204444, 0.00204444, 0.00204444, 0.00204444, 0.00204444,\n",
+ " 0.00204444, 0.00204444, 0.00204444, 0.00204444, 0.00142222,\n",
+ " 0.00142222, 0.00142222, 0.00142222, 0.00142222, 0.00142222,\n",
+ " 0.00142222, 0.00142222, 0.00142222, 0.00142222, 0.00142222,\n",
+ " 0.00142222, 0.00142222, 0.00142222, 0.00142222, 0.00142222,\n",
+ " 0.00142222, 0.00142222, 0.00142222, 0.00142222, 0.00142222,\n",
+ " 0.00142222, 0.00142222, 0.00097778, 0.00097778, 0.00097778,\n",
+ " 0.00097778, 0.00097778, 0.00097778, 0.00097778, 0.00097778,\n",
+ " 0.00097778, 0.00097778, 0.00097778, 0.00097778, 0.00097778,\n",
+ " 0.00097778, 0.00097778, 0.00097778, 0.00097778, 0.00097778,\n",
+ " 0.00097778, 0.00097778, 0.00097778, 0.00097778, 0.00111111,\n",
+ " 0.00111111, 0.00111111, 0.00111111, 0.00111111, 0.00111111,\n",
+ " 0.00111111, 0.00111111, 0.00111111, 0.00111111, 0.00111111])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Yaw</span></div><div class='xr-var-dims'>(wt, wd, ws)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-b6d774dc-5002-4c10-860a-2600a6dc1e54' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b6d774dc-5002-4c10-860a-2600a6dc1e54' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a276fcb3-970d-4905-85e4-c0945854422a' class='xr-var-data-in' type='checkbox'><label for='data-a276fcb3-970d-4905-85e4-c0945854422a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>Description :</span></dt><dd>Yaw misalignment [deg]</dd></dl></div><div class='xr-var-data'><pre>array([[[0.],\n",
+ " [0.],\n",
+ " [0.],\n",
+ " ...,\n",
+ " [0.],\n",
+ " [0.],\n",
+ " [0.]],\n",
+ "\n",
+ " [[0.],\n",
+ " [0.],\n",
+ " [0.],\n",
+ " ...,\n",
+ " [0.],\n",
+ " [0.],\n",
+ " [0.]],\n",
+ "\n",
+ " [[0.],\n",
+ " [0.],\n",
+ " [0.],\n",
+ " ...,\n",
+ "...\n",
+ " ...,\n",
+ " [0.],\n",
+ " [0.],\n",
+ " [0.]],\n",
+ "\n",
+ " [[0.],\n",
+ " [0.],\n",
+ " [0.],\n",
+ " ...,\n",
+ " [0.],\n",
+ " [0.],\n",
+ " [0.]],\n",
+ "\n",
+ " [[0.],\n",
+ " [0.],\n",
+ " [0.],\n",
+ " ...,\n",
+ " [0.],\n",
+ " [0.],\n",
+ " [0.]]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-7a16c0f8-e392-4ade-ae17-0a6c2973ac05' class='xr-section-summary-in' type='checkbox' checked><label for='section-7a16c0f8-e392-4ade-ae17-0a6c2973ac05' class='xr-section-summary' >Attributes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>wd_bin_size :</span></dt><dd>1</dd></dl></div></li></ul></div></div>"
+ ],
+ "text/plain": [
+ "<xarray.SimulationResult>\n",
+ "Dimensions: (wd: 360, ws: 1, wt: 16)\n",
+ "Coordinates:\n",
+ " * wt (wt) int32 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15\n",
+ " * wd (wd) int32 0 1 2 3 4 5 6 7 8 ... 352 353 354 355 356 357 358 359\n",
+ " * ws (ws) float64 9.8\n",
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+ "Data variables:\n",
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+ " TI_eff (wt, wd, ws) float64 0.075 0.075 0.075 0.075 ... 0.075 0.075 0.075\n",
+ " Power (wt, wd, ws) float64 3.309e+06 3.284e+06 ... 2.005e+06 1.869e+06\n",
+ " CT (wt, wd, ws) float64 0.8889 0.8889 0.8889 ... 0.8889 0.8889 0.8889\n",
+ " WS (ws) float64 9.8\n",
+ " WD (wd) int32 0 1 2 3 4 5 6 7 8 ... 352 353 354 355 356 357 358 359\n",
+ " TI float64 0.075\n",
+ " ws_lower (ws) float64 9.3\n",
+ " ws_upper (ws) float64 10.3\n",
+ " P (wd) float64 0.001111 0.001111 0.001111 ... 0.001111 0.001111\n",
+ " Yaw (wt, wd, ws) float64 0.0 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0 0.0\n",
+ "Attributes:\n",
+ " wd_bin_size: 1"
+ ]
+ },
+ "execution_count": 4,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
"source": [
"sim_res"
]
@@ -123,9 +791,396 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 5,
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
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+ " border-bottom: solid 1px var(--xr-border-color);\n",
+ "}\n",
+ "\n",
+ ".xr-header > div,\n",
+ ".xr-header > ul {\n",
+ " display: inline;\n",
+ " margin-top: 0;\n",
+ " margin-bottom: 0;\n",
+ "}\n",
+ "\n",
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+ " grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
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+ " display: inline-block;\n",
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+ "\n",
+ ".xr-section-inline-details {\n",
+ " grid-column: 2 / -1;\n",
+ "}\n",
+ "\n",
+ ".xr-section-details {\n",
+ " display: none;\n",
+ " grid-column: 1 / -1;\n",
+ " margin-bottom: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:checked ~ .xr-section-details {\n",
+ " display: contents;\n",
+ "}\n",
+ "\n",
+ ".xr-array-wrap {\n",
+ " grid-column: 1 / -1;\n",
+ " display: grid;\n",
+ " grid-template-columns: 20px auto;\n",
+ "}\n",
+ "\n",
+ ".xr-array-wrap > label {\n",
+ " grid-column: 1;\n",
+ " vertical-align: top;\n",
+ "}\n",
+ "\n",
+ ".xr-preview {\n",
+ " color: var(--xr-font-color3);\n",
+ "}\n",
+ "\n",
+ ".xr-array-preview,\n",
+ ".xr-array-data {\n",
+ " padding: 0 5px !important;\n",
+ " grid-column: 2;\n",
+ "}\n",
+ "\n",
+ ".xr-array-data,\n",
+ ".xr-array-in:checked ~ .xr-array-preview {\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-array-in:checked ~ .xr-array-data,\n",
+ ".xr-array-preview {\n",
+ " display: inline-block;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list {\n",
+ " display: inline-block !important;\n",
+ " list-style: none;\n",
+ " padding: 0 !important;\n",
+ " margin: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list li {\n",
+ " display: inline-block;\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list:before {\n",
+ " content: '(';\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list:after {\n",
+ " content: ')';\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list li:not(:last-child):after {\n",
+ " content: ',';\n",
+ " padding-right: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-has-index {\n",
+ " font-weight: bold;\n",
+ "}\n",
+ "\n",
+ ".xr-var-list,\n",
+ ".xr-var-item {\n",
+ " display: contents;\n",
+ "}\n",
+ "\n",
+ ".xr-var-item > div,\n",
+ ".xr-var-item label,\n",
+ ".xr-var-item > .xr-var-name span {\n",
+ " background-color: var(--xr-background-color-row-even);\n",
+ " margin-bottom: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-var-item > .xr-var-name:hover span {\n",
+ " padding-right: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-var-list > li:nth-child(odd) > div,\n",
+ ".xr-var-list > li:nth-child(odd) > label,\n",
+ ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+ " background-color: var(--xr-background-color-row-odd);\n",
+ "}\n",
+ "\n",
+ ".xr-var-name {\n",
+ " grid-column: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-var-dims {\n",
+ " grid-column: 2;\n",
+ "}\n",
+ "\n",
+ ".xr-var-dtype {\n",
+ " grid-column: 3;\n",
+ " text-align: right;\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-var-preview {\n",
+ " grid-column: 4;\n",
+ "}\n",
+ "\n",
+ ".xr-var-name,\n",
+ ".xr-var-dims,\n",
+ ".xr-var-dtype,\n",
+ ".xr-preview,\n",
+ ".xr-attrs dt {\n",
+ " white-space: nowrap;\n",
+ " overflow: hidden;\n",
+ " text-overflow: ellipsis;\n",
+ " padding-right: 10px;\n",
+ "}\n",
+ "\n",
+ ".xr-var-name:hover,\n",
+ ".xr-var-dims:hover,\n",
+ ".xr-var-dtype:hover,\n",
+ ".xr-attrs dt:hover {\n",
+ " overflow: visible;\n",
+ " width: auto;\n",
+ " z-index: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-var-attrs,\n",
+ ".xr-var-data {\n",
+ " display: none;\n",
+ " background-color: var(--xr-background-color) !important;\n",
+ " padding-bottom: 5px !important;\n",
+ "}\n",
+ "\n",
+ ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+ ".xr-var-data-in:checked ~ .xr-var-data {\n",
+ " display: block;\n",
+ "}\n",
+ "\n",
+ ".xr-var-data > table {\n",
+ " float: right;\n",
+ "}\n",
+ "\n",
+ ".xr-var-name span,\n",
+ ".xr-var-data,\n",
+ ".xr-attrs {\n",
+ " padding-left: 25px !important;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs,\n",
+ ".xr-var-attrs,\n",
+ ".xr-var-data {\n",
+ " grid-column: 1 / -1;\n",
+ "}\n",
+ "\n",
+ "dl.xr-attrs {\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ " display: grid;\n",
+ " grid-template-columns: 125px auto;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt,\n",
+ ".xr-attrs dd {\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ " float: left;\n",
+ " padding-right: 10px;\n",
+ " width: auto;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt {\n",
+ " font-weight: normal;\n",
+ " grid-column: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt:hover span {\n",
+ " display: inline-block;\n",
+ " background: var(--xr-background-color);\n",
+ " padding-right: 10px;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dd {\n",
+ " grid-column: 2;\n",
+ " white-space: pre-wrap;\n",
+ " word-break: break-all;\n",
+ "}\n",
+ "\n",
+ ".xr-icon-database,\n",
+ ".xr-icon-file-text2 {\n",
+ " display: inline-block;\n",
+ " vertical-align: middle;\n",
+ " width: 1em;\n",
+ " height: 1.5em !important;\n",
+ " stroke-width: 0;\n",
+ " stroke: currentColor;\n",
+ " fill: currentColor;\n",
+ "}\n",
+ "</style><pre class='xr-text-repr-fallback'><xarray.DataArray 'Power' (ws: 1)>\n",
+ "array([2624293.287983])\n",
+ "Coordinates:\n",
+ " wt int32 3\n",
+ " wd int32 0\n",
+ " * ws (ws) float64 9.8\n",
+ " x float64 -525.9\n",
+ " y float64 382.1\n",
+ " h float64 110.0\n",
+ " type int32 0\n",
+ "Attributes:\n",
+ " Description: Power [W]</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-array-name'>'Power'</div><ul class='xr-dim-list'><li><span class='xr-has-index'>ws</span>: 1</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-34a70fa4-90c1-470b-980f-bb1e3a19d970' class='xr-array-in' type='checkbox' checked><label for='section-34a70fa4-90c1-470b-980f-bb1e3a19d970' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>2.624e+06</span></div><div class='xr-array-data'><pre>array([2624293.287983])</pre></div></div></li><li class='xr-section-item'><input id='section-a0104188-eb0d-4e53-9445-43eb93c03f9d' class='xr-section-summary-in' type='checkbox' checked><label for='section-a0104188-eb0d-4e53-9445-43eb93c03f9d' class='xr-section-summary' >Coordinates: <span>(7)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>wt</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>3</div><input id='attrs-5057cb64-a505-4e70-bc50-ab05f92772a3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5057cb64-a505-4e70-bc50-ab05f92772a3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4d2d8507-8417-4208-a587-489967609334' class='xr-var-data-in' type='checkbox'><label for='data-4d2d8507-8417-4208-a587-489967609334' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>Description :</span></dt><dd>Wind turbine number</dd></dl></div><div class='xr-var-data'><pre>array(3)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wd</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>0</div><input id='attrs-10f78541-bb81-46eb-a139-61a95d29f829' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-10f78541-bb81-46eb-a139-61a95d29f829' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-776f4414-1b0f-4bc3-be74-35fb0edfabe3' class='xr-var-data-in' type='checkbox'><label for='data-776f4414-1b0f-4bc3-be74-35fb0edfabe3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>Description :</span></dt><dd>Local free-stream wind direction [deg]</dd></dl></div><div class='xr-var-data'><pre>array(0)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>ws</span></div><div class='xr-var-dims'>(ws)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>9.8</div><input id='attrs-568676b2-6919-4d7f-8539-0e13ff26c531' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-568676b2-6919-4d7f-8539-0e13ff26c531' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e6ae6200-f02b-4e64-b7fa-8c5184e5a860' class='xr-var-data-in' type='checkbox'><label for='data-e6ae6200-f02b-4e64-b7fa-8c5184e5a860' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([9.8])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>x</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-525.9</div><input id='attrs-c2767c1f-b7cf-4519-a12f-fb909719125e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c2767c1f-b7cf-4519-a12f-fb909719125e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5b49f90e-db13-4fd0-90b7-ed07e05a6491' class='xr-var-data-in' type='checkbox'><label for='data-5b49f90e-db13-4fd0-90b7-ed07e05a6491' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>Description :</span></dt><dd>Wind turbine x coordinate [m]</dd></dl></div><div class='xr-var-data'><pre>array(-525.861)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>y</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>382.1</div><input id='attrs-8ea03c4e-4c99-4d13-a843-764380c79942' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8ea03c4e-4c99-4d13-a843-764380c79942' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-49fd7739-64ca-429a-a9fe-409291ccce7f' class='xr-var-data-in' type='checkbox'><label for='data-49fd7739-64ca-429a-a9fe-409291ccce7f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>Description :</span></dt><dd>Wind turbine y coordinate [m]</dd></dl></div><div class='xr-var-data'><pre>array(382.0604)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>h</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>110.0</div><input id='attrs-d8ad4808-15bf-41bf-8d67-129a554e6cc3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d8ad4808-15bf-41bf-8d67-129a554e6cc3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f0fda198-e9ac-48be-bfdc-3eb73f953594' class='xr-var-data-in' type='checkbox'><label for='data-f0fda198-e9ac-48be-bfdc-3eb73f953594' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>Description :</span></dt><dd>Wind turbine hub height [m]</dd></dl></div><div class='xr-var-data'><pre>array(110.)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>type</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>0</div><input id='attrs-13672055-71ed-4851-907a-62dbf6641718' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-13672055-71ed-4851-907a-62dbf6641718' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8cbf508e-e949-4394-a6a7-35939281446c' class='xr-var-data-in' type='checkbox'><label for='data-8cbf508e-e949-4394-a6a7-35939281446c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>Description :</span></dt><dd>Wind turbine type</dd></dl></div><div class='xr-var-data'><pre>array(0)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-fe7b9fc1-ba76-40ba-8c9a-914bb93f4177' class='xr-section-summary-in' type='checkbox' checked><label for='section-fe7b9fc1-ba76-40ba-8c9a-914bb93f4177' class='xr-section-summary' >Attributes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>Description :</span></dt><dd>Power [W]</dd></dl></div></li></ul></div></div>"
+ ],
+ "text/plain": [
+ "<xarray.DataArray 'Power' (ws: 1)>\n",
+ "array([2624293.287983])\n",
+ "Coordinates:\n",
+ " wt int32 3\n",
+ " wd int32 0\n",
+ " * ws (ws) float64 9.8\n",
+ " x float64 -525.9\n",
+ " y float64 382.1\n",
+ " h float64 110.0\n",
+ " type int32 0\n",
+ "Attributes:\n",
+ " Description: Power [W]"
+ ]
+ },
+ "execution_count": 5,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
"source": [
"sim_res.Power.sel(wt=3, wd=0)"
]
@@ -139,9 +1194,22 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 6,
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ "<Figure size 432x288 with 1 Axes>"
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
"source": [
"sim_res.Power.sel(wt=0).plot()"
]
@@ -157,9 +1225,523 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 7,
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "data": {
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+ ".xr-preview {\n",
+ " color: var(--xr-font-color3);\n",
+ "}\n",
+ "\n",
+ ".xr-array-preview,\n",
+ ".xr-array-data {\n",
+ " padding: 0 5px !important;\n",
+ " grid-column: 2;\n",
+ "}\n",
+ "\n",
+ ".xr-array-data,\n",
+ ".xr-array-in:checked ~ .xr-array-preview {\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-array-in:checked ~ .xr-array-data,\n",
+ ".xr-array-preview {\n",
+ " display: inline-block;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list {\n",
+ " display: inline-block !important;\n",
+ " list-style: none;\n",
+ " padding: 0 !important;\n",
+ " margin: 0;\n",
+ "}\n",
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+ ".xr-dim-list li {\n",
+ " display: inline-block;\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list:before {\n",
+ " content: '(';\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list:after {\n",
+ " content: ')';\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list li:not(:last-child):after {\n",
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+ ".xr-var-item label,\n",
+ ".xr-var-item > .xr-var-name span {\n",
+ " background-color: var(--xr-background-color-row-even);\n",
+ " margin-bottom: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-var-item > .xr-var-name:hover span {\n",
+ " padding-right: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-var-list > li:nth-child(odd) > div,\n",
+ ".xr-var-list > li:nth-child(odd) > label,\n",
+ ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+ " background-color: var(--xr-background-color-row-odd);\n",
+ "}\n",
+ "\n",
+ ".xr-var-name {\n",
+ " grid-column: 1;\n",
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+ ".xr-var-dims,\n",
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+ " white-space: nowrap;\n",
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+ " text-overflow: ellipsis;\n",
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+ "}\n",
+ "\n",
+ ".xr-var-name:hover,\n",
+ ".xr-var-dims:hover,\n",
+ ".xr-var-dtype:hover,\n",
+ ".xr-attrs dt:hover {\n",
+ " overflow: visible;\n",
+ " width: auto;\n",
+ " z-index: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-var-attrs,\n",
+ ".xr-var-data {\n",
+ " display: none;\n",
+ " background-color: var(--xr-background-color) !important;\n",
+ " padding-bottom: 5px !important;\n",
+ "}\n",
+ "\n",
+ ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+ ".xr-var-data-in:checked ~ .xr-var-data {\n",
+ " display: block;\n",
+ "}\n",
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+ ".xr-var-data > table {\n",
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+ "}\n",
+ "\n",
+ ".xr-var-name span,\n",
+ ".xr-var-data,\n",
+ ".xr-attrs {\n",
+ " padding-left: 25px !important;\n",
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+ ".xr-var-data {\n",
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+ ".xr-attrs dt,\n",
+ ".xr-attrs dd {\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ " float: left;\n",
+ " padding-right: 10px;\n",
+ " width: auto;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt {\n",
+ " font-weight: normal;\n",
+ " grid-column: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt:hover span {\n",
+ " display: inline-block;\n",
+ " background: var(--xr-background-color);\n",
+ " padding-right: 10px;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dd {\n",
+ " grid-column: 2;\n",
+ " white-space: pre-wrap;\n",
+ " word-break: break-all;\n",
+ "}\n",
+ "\n",
+ ".xr-icon-database,\n",
+ ".xr-icon-file-text2 {\n",
+ " display: inline-block;\n",
+ " vertical-align: middle;\n",
+ " width: 1em;\n",
+ " height: 1.5em !important;\n",
+ " stroke-width: 0;\n",
+ " stroke: currentColor;\n",
+ " fill: currentColor;\n",
+ "}\n",
+ "</style><pre class='xr-text-repr-fallback'><xarray.DataArray 'AEP [GWh]' (wt: 16, wd: 360, ws: 1)>\n",
+ "array([[[0.03221141],\n",
+ " [0.03195991],\n",
+ " [0.03157906],\n",
+ " ...,\n",
+ " [0.03252982],\n",
+ " [0.03247122],\n",
+ " [0.03237201]],\n",
+ "\n",
+ " [[0.03225682],\n",
+ " [0.03244372],\n",
+ " [0.03253571],\n",
+ " ...,\n",
+ " [0.03030697],\n",
+ " [0.03129127],\n",
+ " [0.0319047 ]],\n",
+ "\n",
+ " [[0.03221142],\n",
+ " [0.03195991],\n",
+ " [0.03157907],\n",
+ " ...,\n",
+ "...\n",
+ " ...,\n",
+ " [0.01386263],\n",
+ " [0.01589217],\n",
+ " [0.01796251]],\n",
+ "\n",
+ " [[0.02331829],\n",
+ " [0.02392321],\n",
+ " [0.02516424],\n",
+ " ...,\n",
+ " [0.022921 ],\n",
+ " [0.02341593],\n",
+ " [0.02331792]],\n",
+ "\n",
+ " [[0.01773565],\n",
+ " [0.01819481],\n",
+ " [0.01951149],\n",
+ " ...,\n",
+ " [0.02150479],\n",
+ " [0.01951311],\n",
+ " [0.01819518]]])\n",
+ "Coordinates:\n",
+ " * wt (wt) int32 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15\n",
+ " * wd (wd) int32 0 1 2 3 4 5 6 7 8 ... 352 353 354 355 356 357 358 359\n",
+ " * ws (ws) float64 9.8\n",
+ " x (wt) float64 0.0 650.0 200.9 -525.9 ... -401.7 401.7 1.052e+03\n",
+ " y (wt) float64 0.0 0.0 618.2 382.1 ... -1.236e+03 -1.236e+03 -764.1\n",
+ " h (wt) float64 110.0 110.0 110.0 110.0 ... 110.0 110.0 110.0 110.0\n",
+ " type (wt) int32 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0\n",
+ "Attributes:\n",
+ " Description: Annual energy production [GWh]</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-array-name'>'AEP [GWh]'</div><ul class='xr-dim-list'><li><span class='xr-has-index'>wt</span>: 16</li><li><span class='xr-has-index'>wd</span>: 360</li><li><span class='xr-has-index'>ws</span>: 1</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-8ca0e890-51c1-4b40-99e1-842b61a10c1a' class='xr-array-in' type='checkbox' checked><label for='section-8ca0e890-51c1-4b40-99e1-842b61a10c1a' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>0.03221 0.03196 0.03158 0.03102 ... 0.02387 0.0215 0.01951 0.0182</span></div><div class='xr-array-data'><pre>array([[[0.03221141],\n",
+ " [0.03195991],\n",
+ " [0.03157906],\n",
+ " ...,\n",
+ " [0.03252982],\n",
+ " [0.03247122],\n",
+ " [0.03237201]],\n",
+ "\n",
+ " [[0.03225682],\n",
+ " [0.03244372],\n",
+ " [0.03253571],\n",
+ " ...,\n",
+ " [0.03030697],\n",
+ " [0.03129127],\n",
+ " [0.0319047 ]],\n",
+ "\n",
+ " [[0.03221142],\n",
+ " [0.03195991],\n",
+ " [0.03157907],\n",
+ " ...,\n",
+ "...\n",
+ " ...,\n",
+ " [0.01386263],\n",
+ " [0.01589217],\n",
+ " [0.01796251]],\n",
+ "\n",
+ " [[0.02331829],\n",
+ " [0.02392321],\n",
+ " [0.02516424],\n",
+ " ...,\n",
+ " [0.022921 ],\n",
+ " [0.02341593],\n",
+ " [0.02331792]],\n",
+ "\n",
+ " [[0.01773565],\n",
+ " [0.01819481],\n",
+ " [0.01951149],\n",
+ " ...,\n",
+ " [0.02150479],\n",
+ " [0.01951311],\n",
+ " [0.01819518]]])</pre></div></div></li><li class='xr-section-item'><input id='section-4ac749a3-26c8-49b2-b2ee-edc362f64027' class='xr-section-summary-in' type='checkbox' checked><label for='section-4ac749a3-26c8-49b2-b2ee-edc362f64027' class='xr-section-summary' >Coordinates: <span>(7)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>wt</span></div><div class='xr-var-dims'>(wt)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 ... 10 11 12 13 14 15</div><input id='attrs-7c0f99a4-b7ef-44e0-8a1b-2292b59c0ae7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7c0f99a4-b7ef-44e0-8a1b-2292b59c0ae7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0f19144a-e817-492b-9a05-a359d82a1a2a' class='xr-var-data-in' type='checkbox'><label for='data-0f19144a-e817-492b-9a05-a359d82a1a2a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>Description :</span></dt><dd>Wind turbine number</dd></dl></div><div class='xr-var-data'><pre>array([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>wd</span></div><div class='xr-var-dims'>(wd)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 ... 355 356 357 358 359</div><input id='attrs-a183e19a-786a-4c59-a9c9-f57efcac88b9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a183e19a-786a-4c59-a9c9-f57efcac88b9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c2aef339-ce19-4886-9ba8-83208e0f51d6' class='xr-var-data-in' type='checkbox'><label for='data-c2aef339-ce19-4886-9ba8-83208e0f51d6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>Description :</span></dt><dd>Local free-stream wind direction [deg]</dd></dl></div><div class='xr-var-data'><pre>array([ 0, 1, 2, ..., 357, 358, 359])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>ws</span></div><div class='xr-var-dims'>(ws)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>9.8</div><input id='attrs-8d87dac7-5490-4996-a386-4fd96f75fdf6' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-8d87dac7-5490-4996-a386-4fd96f75fdf6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8ce09675-9c7b-464c-abc2-839470a136d4' class='xr-var-data-in' type='checkbox'><label for='data-8ce09675-9c7b-464c-abc2-839470a136d4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([9.8])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>x</span></div><div class='xr-var-dims'>(wt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 650.0 200.9 ... 401.7 1.052e+03</div><input id='attrs-d1629f50-60fa-4235-8869-820101ef7456' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d1629f50-60fa-4235-8869-820101ef7456' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7fdf0a16-934a-4459-9c4a-992ea1b4b38b' class='xr-var-data-in' type='checkbox'><label for='data-7fdf0a16-934a-4459-9c4a-992ea1b4b38b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>Description :</span></dt><dd>Wind turbine x coordinate [m]</dd></dl></div><div class='xr-var-data'><pre>array([ 0. , 650. , 200.861 , -525.861 , -525.861 ,\n",
+ " 200.861 , 1300. , 1051.7221, 401.7221, -401.7221,\n",
+ " -1051.7221, -1300. , -1051.7221, -401.7221, 401.7221,\n",
+ " 1051.7221])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>y</span></div><div class='xr-var-dims'>(wt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 618.2 ... -1.236e+03 -764.1</div><input id='attrs-bc0b5c0a-7572-496d-8661-db802fce12fe' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bc0b5c0a-7572-496d-8661-db802fce12fe' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-67f8afe7-ee65-48af-8637-7c22f02ffcb2' class='xr-var-data-in' type='checkbox'><label for='data-67f8afe7-ee65-48af-8637-7c22f02ffcb2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>Description :</span></dt><dd>Wind turbine y coordinate [m]</dd></dl></div><div class='xr-var-data'><pre>array([ 0. , 0. , 618.1867, 382.0604, -382.0604,\n",
+ " -618.1867, 0. , 764.1208, 1236.3735, 1236.3735,\n",
+ " 764.1208, 0. , -764.1208, -1236.3735, -1236.3735,\n",
+ " -764.1208])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>h</span></div><div class='xr-var-dims'>(wt)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>110.0 110.0 110.0 ... 110.0 110.0</div><input id='attrs-4b9a9174-a054-4eed-8480-c8f1d8f5c82f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4b9a9174-a054-4eed-8480-c8f1d8f5c82f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a52ab0cf-dc57-474f-8300-981da91e292b' class='xr-var-data-in' type='checkbox'><label for='data-a52ab0cf-dc57-474f-8300-981da91e292b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>Description :</span></dt><dd>Wind turbine hub height [m]</dd></dl></div><div class='xr-var-data'><pre>array([110., 110., 110., 110., 110., 110., 110., 110., 110., 110., 110.,\n",
+ " 110., 110., 110., 110., 110.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>type</span></div><div class='xr-var-dims'>(wt)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0</div><input id='attrs-fb8343da-5931-4516-8474-5f114ab16dc4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-fb8343da-5931-4516-8474-5f114ab16dc4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e4edcfb1-04e5-43d0-99a2-437e5dfeb281' class='xr-var-data-in' type='checkbox'><label for='data-e4edcfb1-04e5-43d0-99a2-437e5dfeb281' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>Description :</span></dt><dd>Wind turbine type</dd></dl></div><div class='xr-var-data'><pre>array([0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-eab936cc-8bd8-4ae8-a93a-96a0d5117008' class='xr-section-summary-in' type='checkbox' checked><label for='section-eab936cc-8bd8-4ae8-a93a-96a0d5117008' class='xr-section-summary' >Attributes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>Description :</span></dt><dd>Annual energy production [GWh]</dd></dl></div></li></ul></div></div>"
+ ],
+ "text/plain": [
+ "<xarray.DataArray 'AEP [GWh]' (wt: 16, wd: 360, ws: 1)>\n",
+ "array([[[0.03221141],\n",
+ " [0.03195991],\n",
+ " [0.03157906],\n",
+ " ...,\n",
+ " [0.03252982],\n",
+ " [0.03247122],\n",
+ " [0.03237201]],\n",
+ "\n",
+ " [[0.03225682],\n",
+ " [0.03244372],\n",
+ " [0.03253571],\n",
+ " ...,\n",
+ " [0.03030697],\n",
+ " [0.03129127],\n",
+ " [0.0319047 ]],\n",
+ "\n",
+ " [[0.03221142],\n",
+ " [0.03195991],\n",
+ " [0.03157907],\n",
+ " ...,\n",
+ "...\n",
+ " ...,\n",
+ " [0.01386263],\n",
+ " [0.01589217],\n",
+ " [0.01796251]],\n",
+ "\n",
+ " [[0.02331829],\n",
+ " [0.02392321],\n",
+ " [0.02516424],\n",
+ " ...,\n",
+ " [0.022921 ],\n",
+ " [0.02341593],\n",
+ " [0.02331792]],\n",
+ "\n",
+ " [[0.01773565],\n",
+ " [0.01819481],\n",
+ " [0.01951149],\n",
+ " ...,\n",
+ " [0.02150479],\n",
+ " [0.01951311],\n",
+ " [0.01819518]]])\n",
+ "Coordinates:\n",
+ " * wt (wt) int32 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15\n",
+ " * wd (wd) int32 0 1 2 3 4 5 6 7 8 ... 352 353 354 355 356 357 358 359\n",
+ " * ws (ws) float64 9.8\n",
+ " x (wt) float64 0.0 650.0 200.9 -525.9 ... -401.7 401.7 1.052e+03\n",
+ " y (wt) float64 0.0 0.0 618.2 382.1 ... -1.236e+03 -1.236e+03 -764.1\n",
+ " h (wt) float64 110.0 110.0 110.0 110.0 ... 110.0 110.0 110.0 110.0\n",
+ " type (wt) int32 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0\n",
+ "Attributes:\n",
+ " Description: Annual energy production [GWh]"
+ ]
+ },
+ "execution_count": 7,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
"source": [
"sim_res.aep()"
]
@@ -173,9 +1755,376 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 8,
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
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+ "text/html": [
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+ "\n",
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+ " font-weight: normal;\n",
+ " grid-column: 1;\n",
+ "}\n",
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+ ".xr-attrs dt:hover span {\n",
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+ "</style><pre class='xr-text-repr-fallback'><xarray.DataArray 'AEP [GWh]' ()>\n",
+ "array(373.20664521)</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-array-name'>'AEP [GWh]'</div></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-8aed1cbe-9fac-4c83-bd95-12e7331cbe18' class='xr-array-in' type='checkbox' checked><label for='section-8aed1cbe-9fac-4c83-bd95-12e7331cbe18' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>373.2</span></div><div class='xr-array-data'><pre>array(373.20664521)</pre></div></div></li><li class='xr-section-item'><input id='section-31892021-52d3-48ed-a01c-ec775467a7f5' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-31892021-52d3-48ed-a01c-ec775467a7f5' class='xr-section-summary' title='Expand/collapse section'>Coordinates: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-cd841214-3e9a-402f-84dd-5d439ba5abe3' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-cd841214-3e9a-402f-84dd-5d439ba5abe3' class='xr-section-summary' title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+ ],
+ "text/plain": [
+ "<xarray.DataArray 'AEP [GWh]' ()>\n",
+ "array(373.20664521)"
+ ]
+ },
+ "execution_count": 8,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
"source": [
"sim_res.aep().sum()"
]
@@ -189,9 +2138,20 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 9,
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "0.20741308303216552"
+ ]
+ },
+ "execution_count": 9,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
"source": [
"aep_with_wake_loss = sim_res.aep().sum().data\n",
"aep_witout_wake_loss = sim_res.aep(with_wake_loss=False).sum().data\n",
@@ -205,26 +2165,98 @@
"## Time series"
]
},
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Instead of simulating all wind speeds and wind directions, it is also possible to simulate time series of wind speed and wind directions.\n",
+ "\n",
+ "This allows simulation of time-dependent inflow conditions, e.g. combinations of wd,ws,shear,ti,density,etc. and turbine operation, e.g. periods where one or more wind turbines are stopped due to failure or maintaince\n",
+ "\n",
+ "Note, however, that PyWake considers the time series as discrete stationary conditions, i.e. a gust hits the whole wind farm at the same time"
+ ]
+ },
{
"cell_type": "code",
- "execution_count": 50,
+ "execution_count": 10,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# load a time series of wd, ws and ti\n",
+ "from py_wake.tests.test_files import tfp\n",
+ "d = np.load(tfp + \"time.npz\")\n",
+ "n_days=30\n",
+ "wd, ws, ws_std = [d[k][:6*24*n_days] for k in ['wd', 'ws', 'ws_std']]\n",
+ "ti = np.minimum(ws_std/ws,.5)\n",
+ "time_stamp = np.arange(len(wd))/6/24"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
"metadata": {},
"outputs": [
{
"data": {
+ "image/png": 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\n",
"text/plain": [
- "Text(0.5, 0, 'Time [day]')"
+ "<Figure size 1152x720 with 3 Axes>"
]
},
- "execution_count": 50,
- "metadata": {},
- "output_type": "execute_result"
- },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# plot time series\n",
+ "axes = plt.subplots(3,1, sharex=True, figsize=(16,10))[1]\n",
+ "for ax, (v,l) in zip(axes, [(wd, 'Wind direction [deg]'),(ws,'Wind speed [m/s]'),(ti,'Turbulence intensity')]):\n",
+ " ax.plot(time_stamp, v)\n",
+ " ax.set_ylabel(l)\n",
+ "_ = ax.set_xlabel('Time [day]')"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "**Time-dependent site data**\n",
+ "\n",
+ "Add time-dependent turbulence intensity to site"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import xarray as xr\n",
+ "site = IEA37Site(16)\n",
+ "site.ds['TI'] = xr.DataArray(ti,[('time',time_stamp)])"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "**Time-dependent wind turbine operation**\n",
+ "\n",
+ "Extend the wind turbine with a `operating` setting (0=stopped, 1=normal operation)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "metadata": {},
+ "outputs": [
{
"data": {
- "image/png": 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\n",
+ "image/png": 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\n",
"text/plain": [
- "<Figure size 1152x720 with 3 Axes>"
+ "<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
@@ -234,46 +2266,74 @@
}
],
"source": [
- "from py_wake.tests.test_files import tfp\n",
- "d = np.load(tfp + \"time.npz\")\n",
- "n_days=30\n",
- "wd, ws, ws_std = [d[k][:6*24*n_days] for k in ['wd', 'ws', 'ws_std']]\n",
- "ti = np.minimum(ws_std/ws,.5)\n",
- "t = np.arange(len(wd))/6/24\n",
- "axes = plt.subplots(3,1, sharex=True, figsize=(16,10))[1]\n",
- "for ax, (v,l) in zip(axes, [(wd, 'Wind direction [deg]'),(ws,'Wind speed [m/s]'),(ti,'Turbulence intensity')]):\n",
- " ax.plot(t, v)\n",
- " ax.set_ylabel(l)\n",
- "ax.set_xlabel('Time [day]')\n",
- "\n"
+ "from py_wake.wind_turbines.power_ct_functions import PowerCtFunctionList, PowerCtTabular\n",
+ "\n",
+ "# replace powerCtFunction\n",
+ "windTurbines.powerCtFunction = PowerCtFunctionList(\n",
+ " key='operating',\n",
+ " powerCtFunction_lst=[PowerCtTabular(ws=[0, 100], power=[0, 0], power_unit='w', ct=[0, 0]), # 0=No power and ct\n",
+ " IEA37_WindTurbines().powerCtFunction], # 1=Normal operation\n",
+ " default_value=1)\n",
+ "\n",
+ "# plot power curves\n",
+ "u = np.arange(3,26)\n",
+ "for op in [0,1]:\n",
+ " plt.plot(u, windTurbines.power(u, operating=op)/1000, label=f'Operating={op}')\n",
+ "plt.xlabel('Wind speed [m/s]')\n",
+ "plt.ylabel('Power [kW]')\n",
+ "_ = plt.legend()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Make time-dependent operating variable"
]
},
{
"cell_type": "code",
- "execution_count": 51,
+ "execution_count": 14,
"metadata": {},
"outputs": [],
"source": [
- "# run wind farm simulation\n",
+ "operating = np.ones((len(x), len(time_stamp))) # shape=(#wt, #time stamps)\n",
+ "operating[0,(time_stamp>5)&(time_stamp<15)] = 0 # wt0 not operating from day 5 to 15"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Call the wind farm model with the `time=time_stamp` and the time-dependent `operating` key-word argument"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# setup new WindFarmModel with site containing time-dependent TI and run simulation\n",
+ "wf_model = IEA37SimpleBastankhahGaussian(site, windTurbines)\n",
"sim_res_time = wf_model(x, y, # wind turbine positions\n",
- " h=None, # wind turbine heights (defaults to the heights defined in windTurbines)\n",
- " type=0, # Wind turbine types\n",
- " wd=wd, # Wind direction (defaults to site.default_wd (0,1,...,360 if not overriden))\n",
- " ws=ws, # Wind speed (defaults to site.default_ws (3,4,...,25m/s if not overriden))\n",
- " time=t\n",
+ " wd=wd, # Wind direction (defaults to site.default_wd (0,1,...,360 if not overriden))\n",
+ " ws=ws, # Wind speed (defaults to site.default_ws (3,4,...,25m/s if not overriden))\n",
+ " time=time_stamp,\n",
+ " operating=operating # time dependent operating variable\n",
" )"
]
},
{
"cell_type": "code",
- "execution_count": 61,
+ "execution_count": 16,
"metadata": {
"scrolled": true
},
"outputs": [
{
"data": {
- "image/png": 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\n",
+ "image/png": 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\n",
"text/plain": [
"<Figure size 1152x216 with 1 Axes>"
]
@@ -288,6 +2348,13 @@
"sim_res_time.Power.sel(wt=0).plot(figsize=(16,3))"
]
},
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "In the no-operating periode time=5..15, the power is 0 as it should be"
+ ]
+ },
{
"cell_type": "markdown",
"metadata": {},
@@ -299,7 +2366,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 17,
"metadata": {},
"outputs": [],
"source": [
@@ -317,18 +2384,64 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 18,
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "<matplotlib.contour.QuadContourSet at 0x1bf76a86910>"
+ ]
+ },
+ "execution_count": 18,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ "<Figure size 432x288 with 2 Axes>"
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
"source": [
"flow_map.plot_wake_map()"
]
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 19,
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "(-1820.0, 1820.0, -1730.9229, 1730.9229)"
+ ]
+ },
+ "execution_count": 19,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": "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\n",
+ "text/plain": [
+ "<Figure size 432x288 with 1 Axes>"
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
"source": [
"flow_map.plot_wake_map(levels=10, # contourf levels (int or list of levels)\n",
" cmap='jet', # color map\n",
@@ -355,9 +2468,46 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 20,
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ "<Figure size 432x288 with 2 Axes>"
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ "<Figure size 432x288 with 2 Axes>"
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ "<Figure size 432x288 with 2 Axes>"
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
"source": [
"from py_wake import HorizontalGrid\n",
"for grid in [None, # defaults to HorizontalGrid(resolution=500, extend=0.2)\n",
@@ -379,9 +2529,22 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 21,
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ "<Figure size 432x288 with 2 Axes>"
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
"source": [
"from py_wake import YZGrid\n",
"for grid in [YZGrid(x=-100, y=None, resolution=100, extend=.1), # custom resolution and extend\n",
diff --git a/py_wake/site/xrsite.py b/py_wake/site/xrsite.py
index 667f5f551cf38e7d3b11a8b6e14bbdaa5185106f..ed9e56a2b455d2599af9f99a3b5f24c757d946a8 100644
--- a/py_wake/site/xrsite.py
+++ b/py_wake/site/xrsite.py
@@ -96,7 +96,7 @@ class XRSite(Site):
ix = tuple([(slice(None), indices)[dim == i] for dim in range(data.ndim)])
return data[ix]
- ip_dims = [n for n in ['i', 'x', 'y', 'h', 'wd', 'ws'] if n in var.dims] # interpolation dimensions
+ ip_dims = [n for n in ['i', 'x', 'y', 'h', 'time', 'wd', 'ws'] if n in var.dims] # interpolation dimensions
data = var.data
data_dims = var.dims
@@ -121,7 +121,10 @@ class XRSite(Site):
# pre select, i.e. reduce input data size in case only one ws or wd is needed
data, k_indices = pre_sel(data, 'ws')
- data, l_indices = pre_sel(data, 'wd')
+ if 'time' in coords:
+ data, l_indices = pre_sel(data, 'time')
+ else:
+ data, l_indices = pre_sel(data, 'wd')
if 'i' in ip_dims:
if 'i' in coords and len(var.i) != len(coords['i']):
@@ -165,8 +168,12 @@ class XRSite(Site):
# if 'i' in var.dims:
# ip_data_dims.insert(0, 'i')
if l_indices is not None:
- ip_data_dims.append('wd')
- ip_data = sel(ip_data, ip_data_dims, l_indices, 'wd')
+ if 'time' in coords:
+ ip_data_dims.append('time')
+ ip_data = sel(ip_data, ip_data_dims, l_indices, 'time')
+ else:
+ ip_data_dims.append('wd')
+ ip_data = sel(ip_data, ip_data_dims, l_indices, 'wd')
if k_indices is not None:
ip_data_dims.append('ws')
ip_data = sel(ip_data, ip_data_dims, k_indices, 'ws')
diff --git a/py_wake/tests/test_files/time.npz b/py_wake/tests/test_files/time.npz
index 6de9188f26a409169b6bfd03014c7dbd7cadc133..843ed84f4b2a19cb474dfdbbc785d9aae5187ab1 100644
Binary files a/py_wake/tests/test_files/time.npz and b/py_wake/tests/test_files/time.npz differ
diff --git a/py_wake/tests/test_wind_farm_models/test_enginering_wind_farm_model.py b/py_wake/tests/test_wind_farm_models/test_enginering_wind_farm_model.py
index ce247d787cf1ff355e12836a141487755b475760..2ec1e4d50a95a2af5964210eec34baef10761ee4 100644
--- a/py_wake/tests/test_wind_farm_models/test_enginering_wind_farm_model.py
+++ b/py_wake/tests/test_wind_farm_models/test_enginering_wind_farm_model.py
@@ -377,13 +377,17 @@ def test_time_series_values():
def test_time_series_dates():
import pandas as pd
+ import xarray as xr
d = np.load(tfp + "time.npz")
- wd, ws = [d[k][:6 * 24] for k in ['wd', 'ws']]
+ wd, ws, ws_std = [d[k][:6 * 24] for k in ['wd', 'ws', 'ws_std']]
+ ti = np.minimum(ws_std / ws, .5)
+ t = pd.date_range("2000-01-01", freq="10T", periods=24 * 6)
wt = V80()
site = Hornsrev1Site()
+ site.ds['TI'] = xr.DataArray(ti, [('time', t)])
+
x, y = site.initial_position.T
wfm = NOJ(site, wt)
- t = pd.date_range("2000-01-01", freq="10T", periods=24 * 6)
sim_res = wfm(x, y, ws=ws, wd=wd, time=t, verbose=False)
npt.assert_array_equal(sim_res.WS, ws)
npt.assert_array_equal(sim_res.WD, wd)