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8236843
Add module for data handling
uvchik Apr 7, 2020
3d80ad3
Move function create_power_curve to power_curves module
uvchik May 22, 2020
73f65f7
Move data functions from wind_turbine to data
uvchik May 22, 2020
35c2456
Fixing style errors.
stickler-ci May 22, 2020
f39d3bd
Revert changes in notebook
uvchik May 22, 2020
d8f9a81
Merge branch 'features/new_data_structure_with_check' of github.com:w…
uvchik May 22, 2020
85bc7f7
Merge branch 'dev' of github.com:wind-python/windpowerlib into featur…
uvchik May 22, 2020
c12f224
Fix notebook test
uvchik May 22, 2020
eac223e
Fix dummy test
uvchik May 22, 2020
d32aca5
Test new store function
uvchik May 22, 2020
49da213
Fix if statement value
uvchik May 22, 2020
7897a01
Add new test data sets
uvchik May 22, 2020
6647a5a
Add new tests
uvchik May 22, 2020
7a3e3a0
Fix docstring
uvchik May 22, 2020
483ce55
Fixing style errors.
stickler-ci May 22, 2020
9446ed1
Fix error
uvchik May 22, 2020
02662c6
Merge branch 'features/new_data_structure_with_check' of github.com:w…
uvchik May 22, 2020
97973e7
Add deprecated tests
uvchik May 22, 2020
e80c537
Fix messages
uvchik May 22, 2020
0d82546
Add full deprecated test
uvchik May 22, 2020
1ac7489
Fixing style errors.
stickler-ci May 22, 2020
137514e
Remove unused import
uvchik May 22, 2020
da1edb4
Merge branch 'features/new_data_structure_with_check' of github.com:w…
uvchik May 22, 2020
6f80ebf
Move test to data tests
uvchik May 29, 2020
f42bee0
Test if files are writen by store_turbine_data_from_oedb()
uvchik May 29, 2020
c555241
Fix grammar in error message
uvchik May 29, 2020
25d85f8
Fix typos and pep issues
uvchik May 29, 2020
4c48478
Fix typo in test
uvchik May 29, 2020
7f9d8bb
Fixing style errors.
stickler-ci May 29, 2020
733da12
Remove unused import
uvchik May 29, 2020
f7d6ec6
Merge branch 'features/new_data_structure_with_check' of github.com:w…
uvchik May 29, 2020
ffed8bf
Fix API reference
uvchik May 29, 2020
44f852d
Move data check to data module
uvchik May 29, 2020
7d51b36
Fix changed import for weather data check
uvchik May 29, 2020
0224eb7
Fixing style errors.
stickler-ci May 29, 2020
0d9e027
Improve error message if db connection does not work
uvchik Nov 19, 2020
be439d2
Merge dev into new_data_structure_with_check
uvchik Nov 19, 2020
7a32ea6
Fix wrongly solved merge conflict
uvchik Nov 19, 2020
616b0f0
Used default data instead of backup files
uvchik Nov 19, 2020
b2a27b2
Fix style errors
uvchik Nov 19, 2020
3e02344
Fixing style errors.
stickler-ci Nov 19, 2020
dd8011d
Fix style issues
uvchik Nov 19, 2020
6f8b112
Remove unused function
uvchik Nov 20, 2020
7f8a747
Remove useless comment
uvchik Nov 26, 2020
86b9763
Add docstrings
uvchik Nov 26, 2020
aba573a
Add whatsnew entries
uvchik Nov 26, 2020
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5 changes: 3 additions & 2 deletions doc/modules.rst
Original file line number Diff line number Diff line change
Expand Up @@ -67,8 +67,8 @@ power curve or power coefficient curve needed by the :py:class:`~.wind_turbine.W
:toctree: temp/

wind_turbine.get_turbine_data_from_file
wind_turbine.load_turbine_data_from_oedb
wind_turbine.get_turbine_types
data.store_turbine_data_from_oedb
data.get_turbine_types

.. _create_input_types_label:

Expand Down Expand Up @@ -142,6 +142,7 @@ Functions for smoothing power curves or applying wake losses to a power curve.

power_curves.smooth_power_curve
power_curves.wake_losses_to_power_curve
power_curves.create_power_curve


Wake losses
Expand Down
12 changes: 9 additions & 3 deletions doc/whatsnew/v0-2-1.rst
Original file line number Diff line number Diff line change
Expand Up @@ -14,6 +14,13 @@ Other changes
* Data height in weather data DataFrame can be of type string and will be converted to numeric internally. This makes is easier to read a csv-file with a header using pandas read_csv function.
* Code-style is now "black".
* Licence changed from GPLv3 to MIT.
* A new function `check_turbine_data(filename)` is added to check the turbine
data. If new data is downloaded from the oedb the data will be checked and
removed if an error occurs. Furthermore, it is always possible to restore the
original turbine data using the function `restore_default_turbine_data()`.
(`PR 101 <https://github.com/wind-python/windpowerlib/pull/101>`_)
* Speed Improvement in "power_curve_density_correction"
(`PR 107 <https://github.com/wind-python/windpowerlib/pull/107>`_)


Documentation
Expand All @@ -27,8 +34,7 @@ Contributors
############

* Birgit Schachler
* Kumar Shivam
* Sabine Haas
* Uwe Krien
* @vezeli


* Velibor Zeli
2 changes: 1 addition & 1 deletion example/modelchain_example.ipynb
Original file line number Diff line number Diff line change
Expand Up @@ -41,7 +41,7 @@
"import requests\n",
"\n",
"from windpowerlib import ModelChain, WindTurbine, create_power_curve\n",
"from windpowerlib import wind_turbine as wt"
"from windpowerlib import data as wt"
]
},
{
Expand Down
20 changes: 20 additions & 0 deletions tests/oedb/power_coefficient_curves.csv
Original file line number Diff line number Diff line change
@@ -0,0 +1,20 @@
turbine_type,0.0,0.5,1.0,1.5,2.0,2.5,3.0,3.5,4.0,4.2,4.5,5.0,5.2,5.5,6.0,6.2,6.5,7.0,7.5,8.0,8.1,8.5,8.8,9.0,9.5,10.0,10.2,10.5,11.0,11.1,11.5,12.0,12.5,13.0,13.5,14.0,14.5,15.0,15.5,16.0,16.5,17.0,17.5,18.0,18.5,19.0,19.5,20.0,20.5,21.0,21.5,22.0,22.5,23.0,23.5,24.0,24.5,25.0,26.0
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E-115/3200,,,0.0,,0.06,,0.28,,0.38,,,0.42,,,0.45,,,0.47,,0.46,,,,0.45,,0.42,,,0.35,,,0.29,,0.23,,0.18,,0.15,,0.12,,0.1,,0.09,,0.07,,0.06,,0.05,,0.05,,0.04,,0.04,,0.03,
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E-92/2350,,,0.0,,0.11,,0.27,,0.38,,,0.41,,,0.44,,,0.46,,0.47,,,,0.47,,0.45,,,0.39,,,0.32,,0.26,,0.21,,0.17,,0.14,,0.12,,0.1,,0.08,,0.07,,0.06,,0.05,,0.05,,0.04,,0.04,
E-82/2350,,,0.0,,0.12,,0.29,,0.4,,,0.43,,,0.46,,,0.48,,0.49,,,,0.5,,0.49,,,0.44,,,0.38,,0.32,,0.26,,0.22,,0.18,,0.15,,0.12,,0.11,,0.09,,0.08,,0.07,,0.06,,0.05,,0.05,
E-82/2300,,,0.0,,0.12,,0.29,,0.4,,,0.43,,,0.46,,,0.48,,0.49,,,,0.5,,0.49,,,0.44,,,0.38,,0.32,,0.26,,0.22,,0.18,,0.15,,0.12,,0.11,,0.09,,0.08,,0.07,,0.06,,0.05,,0.05,
E-70/2300,,,0.0,,0.1,,0.27,,0.36,,,0.42,,,0.46,,,0.48,,0.5,,,,0.5,,0.5,,,0.49,,,0.45,,0.39,,0.34,,0.28,,0.23,,0.19,,0.16,,0.14,,0.12,,0.1,,0.09,,0.08,,0.07,,0.06,
E-82/2000,,,0.0,,0.12,,0.29,,0.4,,,0.43,,,0.46,,,0.48,,0.49,,,,0.5,,0.49,,,0.42,,,0.35,,0.29,,0.23,,0.19,,0.15,,0.13,,0.11,,0.09,,0.08,,0.07,,0.06,,0.05,,0.05,,0.04,
E-53/800,,,0.0,,0.19,,0.39,,0.44,,,0.46,,,0.48,,,0.49,,0.49,,,,0.49,,0.48,,,0.42,,,0.34,,0.27,,0.22,,0.18,,0.15,,0.12,,0.1,,0.09,,0.08,,0.06,,0.06,,0.05,,0.04,,0.04,
GE130/3200,,,,,,,0.255,0.367,0.413,,0.433,0.442,,0.448,0.45,,0.452,0.443,0.451,0.446,,0.436,,0.417,0.393,0.361,,0.326,0.292,,0.259,0.229,0.203,0.181,0.161,0.145,0.13,0.118,0.107,0.097,0.088,0.081,0.074,0.068,0.063,0.058,0.054,0.05,0.046,0.043,0.04,0.037,0.035,0.033,0.031,0.029,0.027,0.025,
GE120/2750,0.0,0.0,0.0,0.0,0.0,0.0,0.13,0.3,0.39,,0.43,0.45,,0.46,0.47,,0.48,0.48,0.48,0.47,,0.46,,0.43,0.4,0.36,,0.33,0.29,,0.26,0.23,0.23,0.23,0.23,0.23,0.23,0.23,0.23,0.23,0.23,0.23,0.23,0.23,0.23,0.23,0.23,0.23,0.23,0.23,0.23,0.23,0.23,0.23,0.23,0.23,0.23,0.23,
GE103/2750,0.0,0.0,0.0,0.0,0.0,0.0,0.12,0.25,0.32,,0.36,0.39,,0.42,0.43,,0.44,0.44,0.45,0.45,,0.45,,0.45,0.43,0.42,,0.39,0.36,,0.33,0.3,0.27,0.25,0.22,0.2,0.18,0.16,0.15,0.13,0.12,0.11,0.1,0.09,0.09,0.08,0.07,0.07,0.06,0.06,0.06,0.05,0.05,0.05,0.04,0.04,0.04,0.04,
GE120/2500,0.0,0.0,0.0,0.0,0.0,0.0,0.13,0.3,0.39,,0.43,0.45,,0.46,0.47,,0.48,0.48,0.48,0.47,,0.46,,0.43,0.39,0.35,,0.31,0.27,,0.24,0.21,0.19,0.17,0.15,0.13,0.12,0.11,0.1,0.09,0.08,0.07,0.065,0.06,0.055,0.05,0.05,0.05,,,,,,,,,,,
ENO126/3500,,,,,,,0.155,,0.419,,,0.444,,,0.442,,,0.446,,0.45,,,,0.419,,0.39,,,0.331,,,0.265,,0.209,,0.167,,0.136,,0.112,,0.093,,0.079,,0.067,,0.057,,0.049,,0.043,,0.038,,0.033,,0.029,
ENO114/3500,,,,,,,0.138,,,0.384,,,0.426,,,0.428,,0.421,,,0.427,,0.42,,,,0.404,,,0.378,,0.315,,0.251,,0.201,,0.163,,0.135,,0.112,,0.094,,0.08,,0.069,,0.06,,0.052,,0.045,,0.04,,0.035,
14 changes: 14 additions & 0 deletions tests/oedb/power_coefficient_curves_broken.csv
Original file line number Diff line number Diff line change
@@ -0,0 +1,14 @@
turbine_type,0.0,0.5,1.0,1.5,2.0,2.5,3.0,3.5,4.0,4.2,4.5,5.0,5.2,5.5,6.0,6.2,6.5,7.0,7.5,8.0,8.1,8.5,8.8,9.0,9.5,10.0,10.2,10.5,11.0,11.1,11.5,12.0,12.5,13.0,13.5,14.0,14.5,15.0,15.5,16.0,16.5,17.0,17.5,18.0,18.5,19.0,19.5,20.0,20.5,21.0,21.5,22.0,22.5,23.0,23.5,24.0,24.5,25.0,26.0
E48/800,,,0.0,,0.0,,0.17,,0.35,,,0.43,,,0.46,,,0.47,,0.48,,,,0.5,,0.5,,,0.45,,,0.39,,0.32,,0.27,,0.22,,0.18,,0.15,,0.13,,0.11,,0.09,,0.08,,0.07,,0.06,,0.05,,0.05,
E-115/3200,,,0.0,,0.06,,0.28,,0.38,,,0.42,,,0.45,,,0.47,,0.46,,,,0.45,,0.42,,,0.35,,,0.29,,0.23,,0.18,,0.15,,0.12,,0.1,,0.09,,0.07,,0.06,,0.05,,0.05,,0.04,,0.04,,0.03,
E-101/3500,,,0.0,,0.08,,0.28,,0.37,,,0.41,,,0.44,,,0.46,,0.47,,,,0.47,,0.46,,,0.43,,,0.38,,0.32,,0.26,,0.21,,0.17,,0.15,,0.12,,0.1,,0.09,,0.08,,0.07,,0.06,,0.05,,0.05,
E-126/4200,,,0.0,,0.0,,0.28,,0.37,,,0.41,,,0.44,,,0.45,,0.45,,,,0.43,,0.4,,,0.35,,,0.3,,0.24,,0.2,,0.16,,0.13,,0.11,,0.09,,0.08,,0.07,,0.06,,0.05,,0.04,,0.04,,0.03,
E-101/3050,,,0.adfsf076,,0.279,,0.376,,,0.421,,,0.452,,,0.469,,0.478,,,,0.478,,0.477,,,0.439,,,0.358,,0.283,,0.227,,0.184,,0.152,,0.127,,0.107,,0.091,,0.078,,0.067,,0.058,,0.051,,0.045,,0.04,
E-115/3000,,,0.0,,0.058,,0.279,,0.376,,,0.421,,,0.451,,,0.469,,0.47,,,,0.445,,0.401,,,0.338,,,0.27,,0.212,,fas.11,,0.09,,0.08,,0.07,,0.06,,0.05,,0.05,,0.04,
E-53/800,,,0.0,,0.19,,0.39,,0.44,,,0.46,,,0.48,,,0.49,,0.49,,,,0.49,,0.48,,,0.42,,,0.34,,0.27,,0.22,,0.18,,0.15,,0.12,,0.1,,0.09,,0.08,,0.06,,0.06,,0.05,,0.04,,0.04,
GE130/3200,,,,,,,0.255,0.367,0.413,,0.433,0.442,,0.448,0.45,,0.452,0.443,0.451,0.446,,0.436,,0.417,0.393,0.361,,0.326,0.292,,0.259,0.229,0.203,0.181,0.161,0.145,0.13,0.118,0.107,0.097,0.088,0.081,0.074,0.068,0.063,0.058,0.054,0.05,0.046,0.043,0.04,0.037,0.035,0.033,0.031,0.029,0.027,0.025,
GE120/2750,0.0,0.0,0.0,0.0,0.0,0.0,0.13,0.3,0.39,,0.43,0.45,,0.46,0.47,,0.48,0.48,0.48,0.47,,0.46,,0.43,0.4,0.36,,0.33,0.29,,0.26,0.23,0.23,0.23,0.23,0.23,0.23,0.23,0.23,0.23,0.23,0.23,0.23,0.23,0.23,0.23,0.23,0.23,0.23,0.23,0.23,0.23,0.23,0.23,0.23,0.23,0.23,0.23,
GE103/2750,0.0,0.0,0.0,0.0,ads,0.25,0.32,,0.36,0.39,,0.42,0.43,,0.44,0.44,0.45,0.45,,0.45,,0.45,0.43,0.42,,0.39,0.36,,0.33,0.3,0.27,0.25,0.22,0.2,0.18,0.16,0.15,0.13,0.12,0.11,0.1,0.09,0.09,0.08,0.07,0.07,0.06,0.06,0.06,0.05,0.05,0.05,0.04,0.04,0.04,0.04,
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20 changes: 20 additions & 0 deletions tests/oedb/power_curves.csv
Original file line number Diff line number Diff line change
@@ -0,0 +1,20 @@
turbine_type,0.0,0.5,1.0,1.5,2.0,2.5,3.0,3.5,4.0,4.2,4.5,5.0,5.2,5.5,6.0,6.2,6.5,7.0,7.5,8.0,8.1,8.5,8.8,9.0,9.5,10.0,10.2,10.5,11.0,11.1,11.5,12.0,12.5,13.0,13.5,14.0,14.5,15.0,15.5,16.0,16.5,17.0,17.5,18.0,18.5,19.0,19.5,20.0,20.5,21.0,21.5,22.0,22.5,23.0,23.5,24.0,24.5,25.0,25.5,26.0,26.5,27.0,27.5,28.0,28.5,29.0,29.5,30.0,30.5,31.0,31.5,32.0,32.5,33.0,33.5,34.0,34.5,35.0
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E-126/4200,,,0.0,,0.0,,58000.0,,185000.0,,,400000.0,,,745000.0,,,1200000.0,,1790000.0,,,,2450000.0,,3120000.0,,,3660000.0,,,4000000.0,,4150000.0,,4200000.0,,4200000.0,,4200000.0,,4200000.0,,4200000.0,,4200000.0,,4200000.0,,4200000.0,,4200000.0,,4200000.0,,4200000.0,,4200000.0,,,,,,,,,,,,,,,,,,,,
E-101/3050,0.0,0.0,0.0,0.0,3000.0,22000.0,49000.0,92000.0,155000.0,,240000.0,339000.0,,480000.0,628000.0,,830000.0,1035000.0,1292000.0,1549000.0,,1820000.0,,2090000.0,2350000.0,2580000.0,,2775000.0,2900000.0,,2980000.0,3000000.0,3000000.0,3000000.0,3000000.0,3000000.0,3000000.0,3000000.0,3000000.0,3000000.0,3000000.0,3000000.0,3000000.0,3000000.0,3000000.0,3000000.0,3000000.0,3000000.0,3000000.0,3000000.0,3000000.0,3000000.0,3000000.0,3000000.0,3000000.0,3000000.0,3000000.0,3000000.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
E-115/3000,,,0.0,,3000.0,,48500.0,,155000.0,,,339000.0,,,627500.0,,,1035500.0,,1549000.0,,,,2090000.0,,2580000.0,,,2900000.0,,,3000000.0,,3000000.0,,3000000.0,,3000000.0,,3000000.0,,3000000.0,,3000000.0,,3000000.0,,3000000.0,,3000000.0,,3000000.0,,3000000.0,,3000000.0,,3000000.0,,,,,,,,,,,,,,,,,,,,
E-82/3000,,,0.0,,0.0,,25000.0,,82000.0,,,174000.0,,,321000.0,,,525000.0,,800000.0,,,,1135000.0,,1510000.0,,,1880000.0,,,2200000.0,,2500000.0,,2770000.0,,2910000.0,,3000000.0,,3020000.0,,3020000.0,,3020000.0,,3020000.0,,3020000.0,,3020000.0,,3020000.0,,3020000.0,,3020000.0,,,,,,,,,,,,,,,,,,,,
E-92/2350,,,0.0,,3600.0,,29900.0,,98200.0,,,208300.0,,,384300.0,,,637000.0,,975800.0,,,,1403600.0,,1817800.0,,,2088699.9999999998,,,2237000.0,,2300000.0,,2350000.0,,2350000.0,,2350000.0,,2350000.0,,2350000.0,,2350000.0,,2350000.0,,2350000.0,,2350000.0,,2350000.0,,2350000.0,,2350000.0,,,,,,,,,,,,,,,,,,,,
E-82/2350,,,0.0,,3000.0,,25000.0,,82000.0,,,174000.0,,,321000.0,,,532000.0,,815000.0,,,,1180000.0,,1580000.0,,,1890000.0,,,2100000.0,,2250000.0,,2350000.0,,2350000.0,,2350000.0,,2350000.0,,2350000.0,,2350000.0,,2350000.0,,2350000.0,,2350000.0,,2350000.0,,2350000.0,,2350000.0,,,,,,,,,,,,,,,,,,,,
E-82/2300,,,0.0,,3000.0,,25000.0,,82000.0,,,174000.0,,,321000.0,,,532000.0,,815000.0,,,,1180000.0,,1580000.0,,,1890000.0,,,2100000.0,,2250000.0,,2350000.0,,2350000.0,,2350000.0,,2350000.0,,2350000.0,,2350000.0,,2350000.0,,2350000.0,,2350000.0,,2350000.0,,2350000.0,,2350000.0,,,,,,,,,,,,,,,,,,,,
E-70/2300,,,0.0,,2000.0,,18000.0,,56000.0,,,127000.0,,,240000.0,,,400000.0,,626000.0,,,,892000.0,,1223000.0,,,1590000.0,,,1900000.0,,2080000.0,,2230000.0,,2300000.0,,2310000.0,,2310000.0,,2310000.0,,2310000.0,,2310000.0,,2310000.0,,2310000.0,,2310000.0,,2310000.0,,2310000.0,,,,,,,,,,,,,,,,,,,,
E-82/2000,,,0.0,,3000.0,,25000.0,,82000.0,,,174000.0,,,321000.0,,,532000.0,,815000.0,,,,1180000.0,,1580000.0,,,1810000.0,,,1980000.0,,2050000.0,,2050000.0,,2050000.0,,2050000.0,,2050000.0,,2050000.0,,2050000.0,,2050000.0,,2050000.0,,2050000.0,,2050000.0,,2050000.0,,2050000.0,,,,,,,,,,,,,,,,,,,,
E-70/2000,0.0,0.0,0.0,0.0,0.0,10000.0,18000.0,37000.0,56000.0,,92000.0,127000.0,,184000.0,240000.0,,320000.0,400000.0,513000.0,626000.0,,759000.0,,892000.0,1058000.0,1223000.0,,1407000.0,1590000.0,,1710000.0,1830000.0,1890000.0,1950000.0,2010000.0,2050000.0,2050000.0,2050000.0,2050000.0,2050000.0,2050000.0,2050000.0,2050000.0,2050000.0,2050000.0,2050000.0,2050000.0,2050000.0,2050000.0,2050000.0,2050000.0,2050000.0,2050000.0,2050000.0,2050000.0,2050000.0,2050000.0,2050000.0,,,,,,,,,,,,,,,,,,,,
E-53/800,,,0.0,,2000.0,,14000.0,,38000.0,,,77000.0,,,141000.0,,,228000.0,,336000.0,,,,480000.0,,645000.0,,,744000.0,,,780000.0,,810000.0,,810000.0,,810000.0,,810000.0,,810000.0,,810000.0,,810000.0,,810000.0,,810000.0,,810000.0,,810000.0,,810000.0,,810000.0,,,,,,,,,,,,,,,,,,,,
AD116/5000,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,50000.0,,165000.0,280000.0,,410000.0,540000.0,,705000.0,870000.0,1102500.0,1335000.0,,1630000.0,,1925000.0,2270000.0,2615000.0,,3115000.0,3615000.0,,4205000.0,4795000.0,5000000.0,5000000.0,5000000.0,5000000.0,5000000.0,5000000.0,5000000.0,5000000.0,5000000.0,5000000.0,5000000.0,5000000.0,5000000.0,5000000.0,5000000.0,5000000.0,5000000.0,5000000.0,5000000.0,5000000.0,5000000.0,5000000.0,5000000.0,5000000.0,5000000.0,5000000.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,,,,,,,,,,
GE130/3200,,,,,,,56000.0,128000.0,215000.0,,321000.0,449000.0,,606000.0,791000.0,,1010000.0,1263000.0,1547000.0,1857000.0,,2175000.0,,2473000.0,2737000.0,2933000.0,,3067000.0,3164000.0,,3202000.0,3221000.0,3229000.0,3230000.0,3230000.0,3230000.0,3230000.0,3230000.0,3230000.0,3230000.0,3230000.0,3230000.0,3230000.0,3230000.0,3230000.0,3230000.0,3230000.0,3230000.0,3230000.0,3230000.0,3230000.0,3230000.0,3230000.0,3230000.0,3230000.0,3230000.0,3230000.0,3230000.0,,,,,,,,,,,,,,,,,,,,
GE120/2750,0.0,0.0,0.0,0.0,0.0,0.0,25000.0,89000.0,171000.0,,269000.0,389000.0,,533000.0,704000.0,,906000.0,1136000.0,1400000.0,1674000.0,,1945000.0,,2173000.0,2373000.0,2518000.0,,2619000.0,2696000.0,,2739000.0,2766000.0,2780000.0,2780000.0,2780000.0,2780000.0,2780000.0,2780000.0,2780000.0,2780000.0,2780000.0,2780000.0,2780000.0,2780000.0,2780000.0,2780000.0,2780000.0,2780000.0,2780000.0,2780000.0,2780000.0,2780000.0,2780000.0,2780000.0,2780000.0,2780000.0,2780000.0,2780000.0,,,,,,,,,,,,,,,,,,,,
GE103/2750,0.0,0.0,0.0,0.0,0.0,0.0,17000.0,55000.0,104000.0,,169000.0,251000.0,,352000.0,470000.0,,610000.0,772000.0,959000.0,1170000.0,,1405000.0,,1656000.0,1899000.0,2120000.0,,2291000.0,2441000.0,,2567000.0,2661000.0,2730000.0,2768000.0,2780000.0,2780000.0,2780000.0,2780000.0,2780000.0,2780000.0,2780000.0,2780000.0,2780000.0,2780000.0,2780000.0,2780000.0,2780000.0,2780000.0,2780000.0,2780000.0,2780000.0,2780000.0,2780000.0,2780000.0,2780000.0,2780000.0,2780000.0,2780000.0,,,,,,,,,,,,,,,,,,,,
GE120/2500,0.0,0.0,0.0,0.0,0.0,0.0,25000.0,89000.0,171000.0,,269000.0,389000.0,,533000.0,704000.0,,906000.0,1136000.0,1400000.0,1674000.0,,1934000.0,,2160000.0,2316000.0,2416000.0,,2477000.0,2514000.0,,2528000.0,2530000.0,2530000.0,2530000.0,2530000.0,2530000.0,2530000.0,2530000.0,2530000.0,2530000.0,2530000.0,2530000.0,2530000.0,2530000.0,2530000.0,2530000.0,2530000.0,2530000.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
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