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Updated GCL model to be able to handle individual WS, WD and TI. New improved implementation of the rotor averaging quadrature. #11

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Updated GCL model to be able to handle individual WS, WD and TI. New improved implementation of the rotor averaging quadrature. #11

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5ad24eb
New implementation of GCL able to handle individual undisturbed WS, W…
jp5000 Jun 14, 2016
78754ee
Example of the testing for the new quadrature rule.
jp5000 Jun 14, 2016
7c3f366
New examples used in development
jp5000 Jun 14, 2016
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375 changes: 375 additions & 0 deletions examples/Multiple turbine and multiple local conditions implementations developement .ipynb
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412 changes: 412 additions & 0 deletions examples/Multiple turbines development .ipynb
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215 changes: 215 additions & 0 deletions examples/Problem_yml_wf_description.yml
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@@ -0,0 +1,215 @@
layout:
- name: WT01
row: 1
position: [0, 0]
turbine_type: B76
- name: WT02
row: 2
position: [560, 0]
turbine_type: v80

plant_data:
utm:
code: 32
letter: U
name: Test WF
owner: DTU

turbine_types:
# Sources:
# [1] https://windbench.net/system/files/hornsrev_v80_0.pdf
# [2] http://www.thewindpower.net/turbine_en_30_vestas_2000.php
# [3] http://en.wind-turbine-models.com/turbines/668-vestas-v-80-offshore
# [4] WAsP wind turbine library (distributed as part of the WAsP software)
- name: V80
hub_height: 90.0 # [1]
rotor_diameter: 80.0 # [1]
rated_power: 2000.0 # [1]
cut_in_wind_speed: 4.0 # [1]
cut_out_wind_speed: 25.0 # [1]
rated_wind_speed: 16.0 # [1]
wind_class: IEC Ia (DIBt III) # [2]
air_density: 1.225 # guess
gear_box:
speed_number: 3
ratio: 1:100,5 # [2]
type: spur/planetary # [3]
nacelle: # [2]
weight: 68000.0 # kg [2], 69000.0 kg according to [3]
rotor: # [2, 3]
weight: 37000.0 # kg [2]
tip_speed: 80.0 # m/s [3]
min_speed: 9 # rd/min [2]
max_speed: 19 # rd/min [2]
manufacturer: Vestas
hub:
weight: 18000 # kg [3]
tower: # [2]
weight: 198000.0 #kg [2], max 148000.0 kg according to [3]
material: steel
manufacturer: Welcon
control: # [1]
type: Active Pitch, Variable Speed
generator: # [2]
type: ASYNC
number: 1
max_output_speed: 1909 #rounds/minute
output_voltage: 690 #V
grid_frequency: 50/60 # Hz
power_curve: # [1]
- [3.0, 0.0]
- [4.0, 66.6]
- [5.0, 154.0]
- [6.0, 282.0]
- [7.0, 460.0]
- [8.0, 696.0]
- [9.0, 996.0]
- [10.0, 1341.0]
- [11.0, 1661.0]
- [12.0, 1866.0]
- [13.0, 1958.0]
- [14.0, 1988.0]
- [15.0, 1997.0]
- [16.0, 1999.0]
- [17.0, 2000.0]
- [18.0, 2000.0]
- [19.0, 2000.0]
- [20.0, 2000.0]
- [21.0, 2000.0]
- [22.0, 2000.0]
- [23.0, 2000.0]
- [24.0, 2000.0]
- [25.0, 2000.0]
c_t_curve:
- [3.0, 0.00]
- [4.0, 0.818]
- [5.0, 0.806]
- [6.0, 0.804]
- [7.0, 0.805]
- [8.0, 0.806]
- [9.0, 0.807]
- [10.0, 0.793]
- [11.0, 0.739]
- [12.0, 0.709]
- [13.0, 0.409]
- [14.0, 0.314]
- [15.0, 0.249]
- [16.0, 0.202]
- [17.0, 0.167]
- [18.0, 0.140]
- [19.0, 0.119]
- [20.0, 0.102]
- [21.0, 0.088]
- [22.0, 0.077]
- [23.0, 0.067]
- [24.0, 0.060]
- [25.0, 0.053]
c_t_idle: 0.053 # [4]
blade:
geometry: # [1]
# [radius [m], c [m], twist [deg], airfoil ]
- [2.563, 2.004, 9.50, 'Cylinder 1']
- [4.389, 2.523, 9.50, 'Cylinder 1']
- [6.216, 3.015, 9.50, 'FFA W3-301']
- [8.042, 3.278, 9.50, 'FFA W3-301']
- [9.868, 3.309, 9.50, 'FFA W3-301']
- [11.694, 3.195, 9.50, 'FFA W3-301']
- [13.520, 3.039, 9.22, 'FFA W3-241']
- [15.346, 2.863, 7.81, 'FFA W3-211']
- [17.173, 2.687, 6.40, 'FFA W3-211']
- [18.999, 2.511, 5.11, 'FFA W3-211']
- [20.825, 2.334, 3.83, 'FFA W3-211']
- [22.651, 2.158, 2.61, 'NACA 63-221']
- [24.477, 1.982, 1.48, 'NACA 63-221']
- [26.304, 1.806, 0.42, 'NACA 63-221']
- [28.130, 1.630, 0.49, 'NACA 63-221']
- [29.956, 1.454, 1.23, 'NACA 63-218']
- [31.782, 1.278, 1.79, 'NACA 63-218']
- [33.608, 1.102, 2.24, 'NACA 63-218']
- [35.435, 0.926, 2.61, 'NACA 63-218']
- [37.261, 0.749, 2.84, 'NACA 63-218']
- [39.087, 0.573, 2.97, 'NACA 63-218']

# Sources:
# [1] http://www.middelgrunden.dk/middelgrunden/sites/default/files/public/file/Location.pdf
# [2] http://www.thewindpower.net/turbine_en_229_bonus_2000.php
# [3] http://en.wind-turbine-models.com/turbines/121-bonus-b76-2000
# [4] WAsP wind turbine library (distributed as part of the WAsP software)
- name: B76
hub_height: 64.0 #[1]
rotor_diameter: 76.0 #[1]
rated_power: 2000.0 #[1]
cut_in_wind_speed: 3.0 #[2]
cut_out_wind_speed: 25.0 #[2]
rated_wind_speed: 15.0 #[2]
air_density: 1.225 # guess
gear_box:
speed_number: 3
ratio: 1:89 # [2], or [3]: 1:93
manufacturer: Flender
nacelle: # [2]
weight: 65000.0 #kg [2], or [3]: 82500 kg
rotor: # [2, 3]
weight: 38000.0 #kg [2], or [3]: 52000.0 kg
max_speed: 17 #rd/min [2], or [3]: 16
tip_speed: 63.7 #m/s [3]
manufacturer: LM Glasfiber, Bonus
tower: # [2]
weight: 162000.0 #kg [2]
control: # [2]
type: Stall
generator: # [2]
type: ASYNC
number: 1
max_output_speed: 1500 #rounds/minute
output_voltage: 690 #V
manufacturer: ABB
power_curve: # [4]
- [3.0, 0.0]
- [4.0, 43.0]
- [5.0, 133.0]
- [6.0, 237.0]
- [7.0, 401.0]
- [8.0, 623.0]
- [9.0, 886.0]
- [10.0, 1190.0]
- [11.0, 1502.0]
- [12.0, 1740.0]
- [13.0, 1891.0]
- [14.0, 1962.0]
- [15.0, 1988.0]
- [16.0, 1996.0]
- [17.0, 1999.0]
- [18.0, 2000.0]
- [19.0, 2000.0]
- [20.0, 2000.0]
- [21.0, 2000.0]
- [22.0, 2000.0]
- [23.0, 2000.0]
- [24.0, 2000.0]
- [25.0, 2000.0]
c_t_curve: # [4]
- [3.0, 0.00]
- [4.0, 0.857]
- [5.0, 0.858]
- [6.0, 0.810]
- [7.0, 0.853]
- [8.0, 0.870]
- [9.0, 0.811]
- [10.0, 0.756]
- [11.0, 0.679]
- [12.0, 0.584]
- [13.0, 0.511]
- [14.0, 0.439]
- [15.0, 0.383]
- [16.0, 0.338]
- [17.0, 0.301]
- [18.0, 0.271]
- [19.0, 0.246]
- [20.0, 0.225]
- [21.0, 0.207]
- [22.0, 0.192]
- [23.0, 0.179]
- [24.0, 0.168]
- [25.0, 0.158]
c_t_idle: 0.158 # [4]
37 changes: 30 additions & 7 deletions examples/Script.ipynb
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Expand Up @@ -58,14 +58,25 @@
},
{
"cell_type": "code",
"execution_count": 3,
"execution_count": 9,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"wf.WindFarm?"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"v80 = wt.WindTurbine('Vestas v80 2MW offshore','V80_2MW_offshore.dat',70,40)\n",
"HR1 = wf.WindFarm('Horns Rev 1','HR_coordinates.dat',v80)\n",
"HR1 = wf.WindFarm(name='Horns Rev 1',yml='hornsrev.yml')#,v80)\n",
"WD = range(0,360,1)"
]
},
Expand All @@ -78,7 +89,7 @@
},
{
"cell_type": "code",
"execution_count": 4,
"execution_count": 12,
"metadata": {
"collapsed": false
},
Expand All @@ -89,7 +100,7 @@
"\"\\n##Fused inputs\\ninputs = dict(\\n wind_speed=8.0,\\n roughness=0.0001,\\n TI=0.05,\\n NG=4,\\n sup='lin',\\n wt_layout = fused_gcl.generate_GenericWindFarmTurbineLayout(HR1))\\n\\nfgcl = fused_gcl.FGCLarsen()\\n# Setting the inputs\\nfor k,v in inputs.iteritems():\\n setattr(fgcl, k, v)\\n\\nfP_WF = np.zeros([len(WD)])\\nfor iwd, wd in enumerate(WD):\\n fgcl.wind_direction = wd\\n fgcl.run()\\n fP_WF[iwd] = fgcl.power\\n\""
]
},
"execution_count": 4,
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
Expand Down Expand Up @@ -127,11 +138,23 @@
},
{
"cell_type": "code",
"execution_count": 5,
"execution_count": 13,
"metadata": {
"collapsed": false
},
"outputs": [],
"outputs": [
{
"ename": "NameError",
"evalue": "name 'GCLarsen' is not defined",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)",
"\u001b[0;32m<ipython-input-13-4a1f1cb162b9>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m 2\u001b[0m \u001b[0mP_WF_v0\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mzeros\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mWD\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0miwd\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mwd\u001b[0m \u001b[0;32min\u001b[0m \u001b[0menumerate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mWD\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 4\u001b[0;31m \u001b[0mP_WT\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mU_WT\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mCT_WT\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mGCLarsen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mWS\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m8.0\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mz0\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m0.0001\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mTI\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m0.05\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mWD\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mwd\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mWF\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mHR1\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mNG\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m4\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0msup\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'lin'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 5\u001b[0m \u001b[0mP_WF\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0miwd\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mP_WT\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msum\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 6\u001b[0m \u001b[0mP_WT\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mU_WT\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mCT_WT\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mGCLarsen_v0\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mWS\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m8.0\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mz0\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m0.0001\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mTI\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m0.05\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mWD\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mwd\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mWF\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mHR1\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mNG\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m4\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0msup\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'lin'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;31mNameError\u001b[0m: name 'GCLarsen' is not defined"
]
}
],
"source": [
"P_WF = np.zeros([len(WD)])\n",
"P_WF_v0 = np.zeros([len(WD)])\n",
Expand Down Expand Up @@ -524,7 +547,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython2",
"version": "2.7.10"
"version": "2.7.11"
}
},
"nbformat": 4,
Expand Down
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