bjoern/pypsa-eur
1
0
Fork 0
Code Issues Pull Requests Actions 1 Packages Projects Releases Wiki Activity

Merge branch 'master' into introduce_hac_clustering

Browse Source
This commit is contained in:
Martha Frysztacki 2022-03-07 11:44:29 +01:00 committed by GitHub
commit 3e07fdfd54
No known key found for this signature in database
GPG Key ID: 4AEE18F83AFDEB23
13 changed files with 23680 additions and 23051 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

10
Snakefile
View File

@ -3,7 +3,7 @@
# SPDX-License-Identifier: MIT
from os.path import normpath, exists
from shutil import copyfile
from shutil import copyfile, move
from snakemake.remote.HTTP import RemoteProvider as HTTPRemoteProvider
HTTP = HTTPRemoteProvider()
@ -70,7 +70,7 @@ if config['enable'].get('retrieve_databundle', True):
rule retrieve_load_data:
input: HTTP.remote("data.open-power-system-data.org/time_series/2019-06-05/time_series_60min_singleindex.csv", keep_local=True, static=True)
output: "data/load_raw.csv"
shell: "mv {input} {output}"
run: move(input[0], output[0])
rule build_load_data:
@ -162,7 +162,7 @@ if config['enable'].get('retrieve_cutout', True):
rule retrieve_cutout:
input: HTTP.remote("zenodo.org/record/4709858/files/{cutout}.nc", keep_local=True, static=True)
output: "cutouts/{cutout}.nc"
shell: "mv {input} {output}"
run: move(input[0], output[0])
if config['enable'].get('build_natura_raster', False):
@ -179,7 +179,7 @@ if config['enable'].get('retrieve_natura_raster', True):
rule retrieve_natura_raster:
input: HTTP.remote("zenodo.org/record/4706686/files/natura.tiff", keep_local=True, static=True)
output: "resources/natura.tiff"
shell: "mv {input} {output}"
run: move(input[0], output[0])
rule build_renewable_profiles:
@ -313,6 +313,8 @@ def memory(w):
break
if w.clusters.endswith('m'):
return int(factor * (18000 + 180 * int(w.clusters[:-1])))
elif w.clusters == "all":
return int(factor * (18000 + 180 * 4000))
else:
return int(factor * (10000 + 195 * int(w.clusters)))

17389
data/entsoegridkit/buses.csv
View File

File diff suppressed because it is too large Load Diff

9
data/entsoegridkit/converters.csv
View File

@ -1,4 +1,7 @@
converter_id,bus0,bus1
6168,5442,5443
7290,6388,6389
2232,1837,1836
2349,1900,1902
2288,1869,1871
6342,5544,5545
2349,1900,1901
7484,6523,6524
2349,1901,1902

1 converter_id bus0 bus1
2 6168 2349 5442 1900 5443 1902
3 7290 2288 6388 1869 6389 1871
4 2232 6342 1837 5544 1836 5545
5 2349 1900 1901
6 7484 6523 6524
7 2349 1901 1902

5019
data/entsoegridkit/generators.csv
View File

File diff suppressed because it is too large Load Diff

22027
data/entsoegridkit/lines.csv
View File

File diff suppressed because it is too large Load Diff

117
data/entsoegridkit/links.csv
View File

@ -1,56 +1,63 @@
link_id,bus0,bus1,length,underground,under_construction,tags,geometry
5622,5,95,362337.247822072,f,f,'"MW"=>"None", "TSO"=>"None", "oid"=>"32523", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>" ", "symbol"=>"DC-Line", "country"=>"SA", "t9_code"=>"0", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"0", "oneCircuit"=>"0", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(39.6360309199414 24.7771549364779,40.253906 27.059126,40.4982466187365 27.9539936298126)'
5995,1215,1217,11419.5508883069,f,f,'"MW"=>"None", "TSO"=>"None", "oid"=>"36200", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>"None", "symbol"=>"DC-Line", "country"=>"TR", "t9_code"=>"None", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"0", "oneCircuit"=>"0", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(26.680298 40.313043,26.5557438215552 40.3516481544774)'
14547,1261,1277,272366.529693327,f,f,,'LINESTRING(21.0892517161789 39.3174860744064,20.867157 39.426647,20.537567 39.544294,20.037689 39.647997,19.980011 39.678655,19.974518 39.748378,19.947052 39.807481,19.871521 39.834905,19.730072 39.852829,19.27002 39.898148,19.234314 39.900255,18.625946 39.932907,18.1732034663802 39.9781277204571)'
12997,1333,7276,92513.5411955304,f,f,,'LINESTRING(8.21673410679486 40.9126998173886,8.31665 40.979898,8.55560299999999 41.139365,9.04861499999999 41.276774,9.17007598089397 41.296762471629)'
5632,1361,2309,76847.0139826037,f,f,'"MW"=>"None", "TSO"=>"None", "oid"=>"32533", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>"200", "symbol"=>"DC-Line", "country"=>"IT", "t9_code"=>"0", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"0", "oneCircuit"=>"0", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(8.67675371049727 40.6777653795244,9.03900099999999 40.979898,9.22164899999999 41.133159,9.19977299501706 41.2082924934473)'
5686,1406,1623,234733.218840324,f,f,'"MW"=>"None", "TSO"=>"None", "oid"=>"32590", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>"Rómulo", "symbol"=>"DC-Line", "country"=>"ES", "t9_code"=>"0", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"0", "oneCircuit"=>"0", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(2.48932993486183 39.561252379133,1.13159199999999 39.610978,0 39.710356,-0.234388957535875 39.7314420592468)'
14539,2077,2186,391819.608605717,f,t,,'LINESTRING(14.0986517070226 42.4133438660838,14.412689 42.431566,15.115814 42.363618,16.269379 42.067646,16.875 42.126747,16.962891 42.135913,18.531189 42.271212,18.7271798293119 42.3522936900005)'
12998,2190,7276,316517.539537871,f,f,,'LINESTRING(9.17009350125146 41.2967653544603,9.38095099999999 41.331451,9.858856 41.352072,10.70755 41.479776,11.25 41.448903,12.100067 41.432431,12.380219 41.426253,12.418671 41.401536,12.704315 41.347948,12.805939 41.368564,12.9016442293009 41.3921592955445)'
5621,2306,2307,24868.4258834249,f,f,'"MW"=>"None", "TSO"=>"None", "oid"=>"32521", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>" ", "symbol"=>"DC-Line", "country"=>"FR", "t9_code"=>"0", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"0", "oneCircuit"=>"0", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(9.37679000208623 42.7053229039427,9.357605 42.552069,9.45054814341409 42.5389781005166)'
14545,2306,2310,103628.671904731,f,f,,'LINESTRING(9.37725891362686 42.7057449479108,9.79980499999999 42.799431,10.5931379465185 42.9693952059839)'
5631,2307,2308,130349.805131517,f,f,'"MW"=>"None", "TSO"=>"None", "oid"=>"32532", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>"200", "symbol"=>"DC-Line", "country"=>"FR", "t9_code"=>"0", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"0", "oneCircuit"=>"0", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(9.45062783092712 42.538721099255,9.35348499999999 42.486277,9.385071 42.11758,9.13387617519614 41.4276065839255)'
5627,2308,7276,14773.4696528853,f,f,'"MW"=>"None", "TSO"=>"None", "oid"=>"32528", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>" ", "symbol"=>"DC-Line", "country"=>"FR", "t9_code"=>"95.1.1", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"1", "oneCircuit"=>"0", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(9.1338505292182 41.4269535813022,9.168091 41.303603,9.17008474107272 41.2967639130447)'
5628,2309,7276,11623.019620339,f,f,'"MW"=>"None", "TSO"=>"None", "oid"=>"32529", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>" ", "symbol"=>"DC-Line", "country"=>"IT", "t9_code"=>"95.1.1", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"1", "oneCircuit"=>"0", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(9.17008474107272 41.2967639130447,9.168091 41.303603,9.18319700000001 41.250968,9.1995514318356 41.2089447559651)'
14562,2403,2510,45367.7245799963,f,f,,'LINESTRING(2.98259070757654 42.2776059846425,2.90313700000001 42.397094,2.867432 42.467032,2.77404800000001 42.655172)'
14538,4622,4690,50206.4589537583,f,t,,'LINESTRING(6.43068069229957 50.8136946409214,6.020508 50.766865,5.925751 50.755572,5.73118285928413 50.7304278585398)'
14550,4882,4972,232745.802729813,f,f,,'LINESTRING(4.04528166772434 51.9611233898246,2.41561900000001 51.702353,0.794192405058928 51.4189824547604)'
14537,4885,4977,138366.495800613,f,t,,'LINESTRING(3.25699821065925 51.2773723094758,1.92947399999999 51.251601,1.27623412238205 51.2327009391635)'
14563,4887,4893,52725.5506558225,f,f,,'LINESTRING(1.75051314494826 50.9186901861196,1.43508900000001 50.970535,1.02353536683349 51.0370060560335)'
14542,5518,5723,49985.3600979311,t,f,,'LINESTRING(11.2853515176222 55.5308076825323,11.25 55.515415,11.185455 55.488191,11.134644 55.483523,10.735016 55.405629,10.5537191820378 55.3715610145456)'
14551,5540,5580,148283.118314702,t,f,,'LINESTRING(11.9669051857726 55.421747727341,12.087708 54.770593,12.13028 54.564896,12.236023 54.258807,12.267609 54.102086)'
5645,5567,7278,56022.9511788432,f,f,'"MW"=>"None", "TSO"=>"None", "oid"=>"32550", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>"Baltic Cable 400 kV", "symbol"=>"DC-Line", "country"=>"SE", "t9_code"=>"401.1.1", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"1", "oneCircuit"=>"0", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(12.9299984288384 55.0630403498842,12.947388 55.077581,13.002319 55.155336,13.095703 55.379891,13.1752359988911 55.5447059797474)'
14560,5486,6227,223028.828051207,f,f,,'LINESTRING(16.861267 54.533833,16.274872 55.092515,16.022186 55.289283,15.37674 55.776573,14.8455441317166 56.1736465974452)'
5609,5630,3330,165019.269173818,f,f,'"MW"=>"None", "TSO"=>"None", "oid"=>"32508", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>"BorWin 2", "symbol"=>"DC-Line", "country"=>"DE", "t9_code"=>"0", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"0", "oneCircuit"=>"0", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(6.86000811621652 54.3820648628198,7.274323 54.290882,7.288055 53.860626,7.52975500000001 53.417717,7.454224 53.153359,7.39105200000001 53.107217)'
5646,5631,3330,157422.786637004,f,f,'"MW"=>"None", "TSO"=>"None", "oid"=>"32551", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>"BorWin 1", "symbol"=>"DC-Line", "country"=>"DE", "t9_code"=>"0", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"0", "oneCircuit"=>"0", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(6.85179661058644 54.3229401608779,6.929626 54.324533,7.209778 54.266026,7.22213700000001 53.866295,7.46932999999999 53.399707,7.39105200000001 53.107217,7.38971611765728 53.0975905041478)'
12689,5634,7963,147059.541473767,f,t,,'LINESTRING(7.09421654321873 54.4442608229811,7.044983 54.388555,6.59042399999999 53.907574,6.64672900000001 53.683695,6.594543 53.59821,6.707153 53.530513,7.15458909584828 53.4027444956413)'
14561,5635,6886,155676.108968138,f,f,,'LINESTRING(9.32702542887196 53.9319881402015,9.06784100000001 54.038425,8.346863 54.26763,8.08181799999999 54.59355,7.88268999999999 54.8355,7.78817109722772 54.9221888624046)'
5658,5636,6886,90848.7767557952,f,f,'"MW"=>"None", "TSO"=>"None", "oid"=>"32562", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>"HelWin 2", "symbol"=>"DC-Line", "country"=>"DE", "t9_code"=>"0", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"0", "oneCircuit"=>"0", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(8.05753950747769 54.25154162105,8.20541400000001 54.23634,9.10354599999999 53.970628,9.32696419621539 53.9319113429646)'
5617,5637,6886,89346.6337548304,f,f,'"MW"=>"None", "TSO"=>"None", "oid"=>"32517", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>"HelWin 1", "symbol"=>"DC-Line", "country"=>"DE", "t9_code"=>"0", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"0", "oneCircuit"=>"0", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(8.12610708224912 54.310749538123,8.238373 54.256401,9.32699442549698 53.9319562532009)'
5612,5638,5673,139209.866527364,f,f,'"MW"=>"None", "TSO"=>"None", "oid"=>"32512", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>"DolWin 1", "symbol"=>"DC-Line", "country"=>"DE", "t9_code"=>"0", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"0", "oneCircuit"=>"0", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(6.84493115764205 53.880869,6.909027 53.880869,7.116394 53.835512,7.36358600000001 53.396432,7.32101399999999 53.112163,7.33612100000001 52.893992,7.16075117704058 52.8485079587114)'
5615,5639,8464,99066.5793764307,f,t,'"MW"=>"None", "TSO"=>"None", "oid"=>"32515", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>"DolWin 3", "symbol"=>"DC-Line", "country"=>"DE", "t9_code"=>"0", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"0", "oneCircuit"=>"0", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(6.84423599483409 53.8134043878533,6.71127300000001 53.693454,6.65634200000001 53.59821,6.73461900000001 53.55581,7.112274 53.45126,7.05596900000001 53.340713,7.237244 53.26932,7.223511 53.18135,7.223511 53.1805270078955)'
14540,5645,5687,280301.445474794,f,t,,'LINESTRING(6.75668661933496 53.437616158174,6.838989 53.664171,6.96258499999999 53.785238,7.34298700000001 53.882488,7.80029300000001 54.517096,8.20678699999999 55.297102,8.86005375885099 55.4336013425692)'
14558,5643,6237,575352.425009444,f,f,,'LINESTRING(6.83036734046461 53.4374933986115,6.253967 53.645452,6.33636499999999 55.776573,6.34597800000001 56.029855,6.34597800000001 56.030622,6.43661500000001 58.130121,6.90176957000565 58.2653404287817)'
5613,5662,5673,131420.09609615,f,f,'"MW"=>"None", "TSO"=>"None", "oid"=>"32513", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>"DolWin 2", "symbol"=>"DC-Line", "country"=>"DE", "t9_code"=>"0", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"0", "oneCircuit"=>"0", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(7.11083415172816 53.9630966319811,7.07107499999999 53.80795,7.301788 53.39807,7.267456 53.110514,7.29354899999999 52.907246,7.16070024970726 52.8485606886388)'
14584,5739,6232,574884.998052791,f,t,,'LINESTRING(6.81690675921544 58.6338502746805,6.63024900000001 58.249559,6.78268399999999 57.579197,7.17544599999999 56.532986,7.17407200000001 56.5345,7.46521000000001 55.776573,7.46521000000001 55.776573,7.64099100000001 55.312736,8.458099 54.316523,9.394684 53.934262)'
5626,5773,5951,59184.4227659405,f,f,'"MW"=>"None", "TSO"=>"None", "oid"=>"32527", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>" ", "symbol"=>"DC-Line", "country"=>"UK", "t9_code"=>"222.1.2", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"1", "oneCircuit"=>"0", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(-4.94702447012386 55.0727948492206,-5.137482 55.042188,-5.62500000000001 54.890036,-5.631866 54.887667,-5.7332134509551 54.813550429852)'
5625,5773,5951,58741.4601812995,f,f,'"MW"=>"None", "TSO"=>"None", "oid"=>"32526", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>" ", "symbol"=>"DC-Line", "country"=>"UK", "t9_code"=>"222.1.1", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"1", "oneCircuit"=>"0", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(-4.94689333475508 55.0726735779237,-5.045471 55.009914,-5.59616099999999 54.840245,-5.62500000000001 54.834709,-5.73306677066227 54.8134313531551)'
8068,5777,5816,363085.503577327,f,f,'"MW"=>"None", "TSO"=>"None", "oid"=>"70191", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>"Western HVDC link", "symbol"=>"DC-Line", "country"=>"UK", "t9_code"=>"None", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"0", "oneCircuit"=>"0", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(-3.18595885129092 53.213699479605,-3.158569 53.308724,-3.40988200000001 53.511735,-4.081421 53.803084,-5.158081 54.013418,-5.28442399999999 54.866334,-5.177307 55.345546,-4.88616899999999 55.586883,-4.8806877889882 55.7044245716822)'
14552,5817,5965,242400.41935291,f,f,,'LINESTRING(-3.12293971810515 53.2087645354697,-3.13934300000001 53.266034,-3.368683 53.377594,-5.18280000000001 53.495399,-5.62500000000001 53.519084,-5.62500000000001 53.519084,-6.101532 53.503568,-6.61057668606004 53.483977180569)'
14541,5829,6547,695432.776022422,f,t,,'LINESTRING(6.64773945778347 59.5995729910866,6.483307 59.539192,6.374817 59.538495,6.24847399999999 59.510636,6.196289 59.448566,5.898285 59.321981,5.64697299999999 59.234284,5.62500000000001 59.223042,4.81338500000001 58.813742,2.03384400000001 57.374679,0 56.170023,-0.650940000000012 55.776573,-1.55838055228731 55.2221613174321)'
5681,6177,6224,93313.2906756649,f,f,'"MW"=>"None", "TSO"=>"None", "oid"=>"32585", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>"150", "symbol"=>"DC-Line", "country"=>"SE", "t9_code"=>"0", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"0", "oneCircuit"=>"0", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(18.2272491895352 57.5711315582343,17.274628 57.645401,16.875 57.674052,16.6818074486274 57.692364166947)'
14531,6187,6290,122935.90852816,f,f,,'LINESTRING(12.0227887239052 57.5613889668514,11.56723 57.399104,11.25 57.282754,11.174469 57.255281,11.001434 57.197296,10.740509 57.15263,10.578461 57.16678,10.366974 57.123569,10.2163571716117 57.1310010356663)'
14556,6187,6290,122337.134741418,f,f,,'LINESTRING(10.2163282994747 57.1311139024238,10.567474 57.20771,10.737762 57.192832,10.972595 57.230016,11.25 57.33171,11.532898 57.436081,11.867981 57.556366,12.0227165657676 57.561507168045)'
14543,6215,6219,231949.272290748,t,f,,'LINESTRING(13.5805221045065 55.8609194660763,13.8414 57.218121,14.543152 57.740083,14.6252826086631 57.7992163579132)'
11511,6241,6241,5210.95506577122,f,f,,'LINESTRING(8.1598074770784 58.2085243278292,8.10270452292159 58.2443198548829)'
14559,6241,6271,221531.577587461,t,f,,'LINESTRING(9.55911260232728 56.517221415454,9.31778000000001 56.610909,9.37408399999999 56.871495,9.14611800000001 57.139965,9.13650499999999 57.15263,8.728638 57.517298,8.728638 57.51656,8.072205 58.088041,8.10237170729511 58.2442659573338)'
14564,6241,6271,210556.812324662,f,f,,'LINESTRING(9.5593768244562 56.5173195981253,9.503174 56.649432,9.540253 56.875247,9.35348499999999 57.103436,9.27932699999999 57.19804,8.83300799999999 57.593919,8.26446499999999 58.085137,8.1602778860472 58.2081284789676)'
14546,6241,6271,212662.44654471,f,f,,'LINESTRING(9.5592153675061 56.5172786524048,9.408417 56.631308,9.456482 56.875247,9.27108800000001 57.092992,9.20654300000001 57.172736,8.779449 57.554155,8.143616 58.107636,8.16005655183257 58.2081093636119)'
14553,6430,6440,122361.767586768,f,f,,'LINESTRING(26.4769584465578 59.4850679251882,26.423492 59.613602,26.048584 59.92956,25.632477 60.272515,25.743713 60.360243,25.6409589827655 60.4394217635504)'
14555,6449,6481,257364.279393886,f,f,,'LINESTRING(21.3559064590049 61.0800030227353,21.303864 61.005076,20.946808 60.801394,18.153534 60.501202,18.007965 60.483615,17.171631 60.503906,17.0593630437863 60.5503864910584)'
14554,6452,6481,197128.229552834,f,f,,'LINESTRING(21.3557421230034 61.0800501553429,20.902863 60.846249,18.224945 60.556604,18.0193872312079 60.533018071939)'
14548,6483,6486,140169.735736189,f,f,,'LINESTRING(22.3045576957813 60.4368452717433,21.404114 60.329667,19.8472351583549 60.129935739173)'
8456,6547,6559,21158.5735245602,f,t,'"MW"=>"None", "TSO"=>"None", "oid"=>"89791", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>"None", "symbol"=>"DC-Line", "country"=>"NO", "t9_code"=>"None", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"0", "oneCircuit"=>"0", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(6.64851407057135 59.5996162767494,6.99238592942864 59.5246589234811)'
5614,5673,8464,38561.1931761179,f,t,'"MW"=>"None", "TSO"=>"None", "oid"=>"32514", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>"DolWin 3", "symbol"=>"DC-Line", "country"=>"DE", "t9_code"=>"0", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"0", "oneCircuit"=>"0", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(7.223511 53.1805270078955,7.223511 53.179704,7.21527100000001 53.121229,7.24273699999999 52.932086,7.16056753068224 52.8486333236236)'
14549,6916,7278,192679.375330137,f,f,,'LINESTRING(10.883331 53.950429,11.25 54.062612,11.25 54.062612,11.657867 54.186548,12.208557 54.386955,12.236023 54.402946,12.43515 54.541003,12.602692 54.684153,12.745514 54.844199,12.744141 54.842618,12.87735 54.979978,12.947388 55.077581,12.9299984288384 55.0630403498842)'
12690,6934,7963,6905.52230262641,f,t,,'LINESTRING(7.15460523215685 53.4027398808691,7.24823000000001 53.375956)'
5577,5,94,362337.247822072,f,f,'"MW"=>"None", "TSO"=>"None", "oid"=>"32523", "ext1"=>"None", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>" ", "symbol"=>"DC-Line", "country"=>"SA", "t9_code"=>"0", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"0", "oneCircuit"=>"0", "CreatedDate"=>"None", "DeletedDate"=>"None", "ModifiedDate"=>"None", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(39.6360309199414 24.7771549364779,40.253906 27.059126,40.4982466187365 27.9539936298126)'
5946,1231,1233,11419.5508883069,f,f,'"MW"=>"None", "TSO"=>"None", "oid"=>"36200", "ext1"=>"None", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>"None", "symbol"=>"DC-Line", "country"=>"TR", "t9_code"=>"None", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"0", "oneCircuit"=>"0", "CreatedDate"=>"1.487925895e+12", "DeletedDate"=>"None", "ModifiedDate"=>"1.48895783e+12", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(26.680298 40.313043,26.5557438215552 40.3516481544774)'
14811,1278,1294,272366.529693327,f,f,,'LINESTRING(21.0892517161789 39.3174860744064,20.867157 39.426647,20.537567 39.544294,20.037689 39.647997,19.980011 39.678655,19.974518 39.748378,19.947052 39.807481,19.871521 39.834905,19.730072 39.852829,19.27002 39.898148,19.234314 39.900255,18.625946 39.932907,18.1732034663802 39.9781277204571)'
13588,1349,7428,92513.5411955304,f,f,,'LINESTRING(8.21673410679486 40.9126998173886,8.31665 40.979898,8.55560299999999 41.139365,9.04861499999999 41.276774,9.17007598089397 41.296762471629)'
5587,1377,2382,76847.0139826037,f,f,'"MW"=>"None", "TSO"=>"None", "oid"=>"32533", "ext1"=>"None", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>"200", "symbol"=>"DC-Line", "country"=>"IT", "t9_code"=>"0", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"0", "oneCircuit"=>"0", "CreatedDate"=>"None", "DeletedDate"=>"None", "ModifiedDate"=>"None", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(8.67675371049727 40.6777653795244,9.03900099999999 40.979898,9.22164899999999 41.133159,9.19977299501706 41.2082924934473)'
5640,1422,1638,234733.218840324,f,f,'"MW"=>"None", "TSO"=>"None", "oid"=>"32590", "ext1"=>"None", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>"Rómulo", "symbol"=>"DC-Line", "country"=>"ES", "t9_code"=>"0", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"0", "oneCircuit"=>"0", "CreatedDate"=>"None", "DeletedDate"=>"None", "ModifiedDate"=>"None", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(2.48932993486183 39.561252379133,1.13159199999999 39.610978,0 39.710356,-0.234388957535875 39.7314420592468)'
13589,2262,7428,316517.539537871,f,f,,'LINESTRING(9.17009350125146 41.2967653544603,9.38095099999999 41.331451,9.858856 41.352072,10.70755 41.479776,11.25 41.448903,12.100067 41.432431,12.380219 41.426253,12.418671 41.401536,12.704315 41.347948,12.805939 41.368564,12.9016442293009 41.3921592955445)'
14802,2258,7029,391819.608605717,f,t,,'LINESTRING(14.0986517070226 42.4133438660838,14.412689 42.431566,15.115814 42.363618,16.269379 42.067646,16.875 42.126747,16.962891 42.135913,18.531189 42.271212,18.7271798293119 42.3522936900005)'
14668,2333,3671,146536.932669904,f,t,,'LINESTRING(6.04271995139229 45.4637174756646,6.16607700000001 45.327048,6.351471 45.183973,6.54922499999999 45.148148,6.62338299999999 45.101638,6.642609 45.089036,6.70440700000001 45.05121,6.980438 45.089036,7.00653099999999 45.092914,7.21939099999999 45.094853,7.223511 45.089036,7.378693 44.871443,7.32136143270145 44.8385424366672)'
14808,2379,2383,103628.671904731,f,f,,'LINESTRING(9.37725891362686 42.7057449479108,9.79980499999999 42.799431,10.5931379465185 42.9693952059839)'
5575,2379,2380,24868.4258834249,f,f,'"MW"=>"None", "TSO"=>"None", "oid"=>"32521", "ext1"=>"None", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>" ", "symbol"=>"DC-Line", "country"=>"FR", "t9_code"=>"0", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"0", "oneCircuit"=>"0", "CreatedDate"=>"None", "DeletedDate"=>"None", "ModifiedDate"=>"None", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(9.37679000208623 42.7053229039427,9.357605 42.552069,9.45054814341409 42.5389781005166)'
5586,2380,2381,130349.805131517,f,f,'"MW"=>"None", "TSO"=>"None", "oid"=>"32532", "ext1"=>"None", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>"200", "symbol"=>"DC-Line", "country"=>"FR", "t9_code"=>"0", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"0", "oneCircuit"=>"0", "CreatedDate"=>"None", "DeletedDate"=>"None", "ModifiedDate"=>"None", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(9.45062783092712 42.538721099255,9.35348499999999 42.486277,9.385071 42.11758,9.13387617519614 41.4276065839255)'
5582,2381,7428,14773.4696528853,f,f,'"MW"=>"None", "TSO"=>"None", "oid"=>"32528", "ext1"=>"None", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>" ", "symbol"=>"DC-Line", "country"=>"FR", "t9_code"=>"FR-IT-01", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"1", "oneCircuit"=>"0", "CreatedDate"=>"None", "DeletedDate"=>"None", "ModifiedDate"=>"1.555318236e+12", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(9.1338505292182 41.4269535813022,9.168091 41.303603,9.17008474107272 41.2967639130447)'
5583,2382,7428,11623.019620339,f,f,'"MW"=>"None", "TSO"=>"None", "oid"=>"32529", "ext1"=>"None", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>" ", "symbol"=>"DC-Line", "country"=>"IT", "t9_code"=>"FR-IT-01", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"1", "oneCircuit"=>"0", "CreatedDate"=>"None", "DeletedDate"=>"None", "ModifiedDate"=>"1.555323123e+12", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(9.17008474107272 41.2967639130447,9.168091 41.303603,9.18319700000001 41.250968,9.1995514318356 41.2089447559651)'
14825,2476,2585,45367.7245799963,f,f,,'LINESTRING(2.98259070757654 42.2776059846425,2.90313700000001 42.397094,2.867432 42.467032,2.77404800000001 42.655172)'
8745,3611,8302,9361.61122972312,f,f,'"MW"=>"None", "TSO"=>"None", "oid"=>"120591", "ext1"=>"None", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>"None", "symbol"=>"DC-Line", "country"=>"CH", "t9_code"=>"None", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"0", "oneCircuit"=>"1", "CreatedDate"=>"1.556535027e+12", "DeletedDate"=>"None", "ModifiedDate"=>"None", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(7.95410166666667 47.5542867377085,7.928009 47.555214,7.937622 47.526475,7.96895162362761 47.4961125343931)'
14801,4709,4781,50206.4589537583,f,t,,'LINESTRING(6.43068069229957 50.8136946409214,6.020508 50.766865,5.925751 50.755572,5.73118285928413 50.7304278585398)'
14814,4972,5062,232745.802729813,f,f,,'LINESTRING(4.04528166772434 51.9611233898246,2.41561900000001 51.702353,0.794192405058928 51.4189824547604)'
5558,4975,7427,45665.1050240866,f,t,'"MW"=>"None", "TSO"=>"None", "oid"=>"32502", "ext1"=>"None", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>" ", "symbol"=>"DC-Line", "country"=>"UK", "t9_code"=>" BE-UK-01", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"1", "oneCircuit"=>"0", "CreatedDate"=>"None", "DeletedDate"=>"None", "ModifiedDate"=>"1.555407949e+12", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(1.92947399999999 51.251601,1.27623412238205 51.2327009391635)'
14826,4977,4983,52725.5506558225,f,f,,'LINESTRING(1.75051314494826 50.9186901861196,1.43508900000001 50.970535,1.02353536683349 51.0370060560335)'
12727,5071,7427,92700.7652335474,t,f,,'LINESTRING(3.25699821065925 51.2773723094758,1.9294829557868 51.251601173908)'
14820,5605,6355,388691.281442629,f,f,,'LINESTRING(21.2350493599337 55.6649551399923,21.220093 55.641174,21.122589 55.631872,20.210724 55.776573,19.114838 55.949969,18.491364 55.974567,16.875 56.109576,16.875 56.109576,16.292725 56.158553,15.545654 56.647167)'
14805,5624,5847,49985.3600979311,t,f,,'LINESTRING(11.2853515176222 55.5308076825323,11.25 55.515415,11.185455 55.488191,11.134644 55.483523,10.735016 55.405629,10.5537191820378 55.3715610145456)'
14824,5646,5685,148283.118314702,f,f,,'LINESTRING(11.9669051857726 55.421747727341,12.087708 54.770593,12.13028 54.564896,12.236023 54.258807,12.267609 54.102086)'
5601,5673,7430,56022.9511788432,f,f,'"MW"=>"None", "TSO"=>"None", "oid"=>"32550", "ext1"=>"None", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>"Baltic Cable 400 kV", "symbol"=>"DC-Line", "country"=>"SE", "t9_code"=>"DE-SE-01", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"1", "oneCircuit"=>"0", "CreatedDate"=>"None", "DeletedDate"=>"None", "ModifiedDate"=>"1.555402087e+12", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(12.9299984288384 55.0630403498842,12.947388 55.077581,13.002319 55.155336,13.095703 55.379891,13.1752359988911 55.5447059797474)'
14823,5588,6351,223028.828051207,f,f,,'LINESTRING(16.861267 54.533833,16.274872 55.092515,16.022186 55.289283,15.37674 55.776573,14.8455441317166 56.1736465974452)'
5564,5736,5784,165019.269173818,f,f,'"MW"=>"None", "TSO"=>"None", "oid"=>"32508", "ext1"=>"None", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>"BorWin2", "symbol"=>"DC-Line", "country"=>"DE", "t9_code"=>"0", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"0", "oneCircuit"=>"0", "CreatedDate"=>"None", "DeletedDate"=>"None", "ModifiedDate"=>"1.545224178e+12", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(6.86000811621652 54.3820648628198,7.274323 54.290882,7.288055 53.860626,7.52975500000001 53.417717,7.454224 53.153359,7.39105200000001 53.107217)'
5602,5737,5784,157422.786637004,f,f,'"MW"=>"None", "TSO"=>"None", "oid"=>"32551", "ext1"=>"None", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>"BorWin1", "symbol"=>"DC-Line", "country"=>"DE", "t9_code"=>"0", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"0", "oneCircuit"=>"0", "CreatedDate"=>"None", "DeletedDate"=>"None", "ModifiedDate"=>"1.545224172e+12", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(6.85179661058644 54.3229401608779,6.929626 54.324533,7.209778 54.266026,7.22213700000001 53.866295,7.46932999999999 53.399707,7.39105200000001 53.107217,7.38971611765728 53.0975905041478)'
12931,5740,8153,147059.541473767,f,t,,'LINESTRING(7.09421654321873 54.4442608229811,7.044983 54.388555,6.59042399999999 53.907574,6.64672900000001 53.683695,6.594543 53.59821,6.707153 53.530513,7.15458909584828 53.4027444956413)'
5625,5741,7074,155612.70583537,f,f,'"MW"=>"None", "TSO"=>"None", "oid"=>"32573", "ext1"=>"None", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>"SylWin1", "symbol"=>"DC-Line", "country"=>"DE", "t9_code"=>"0", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"0", "oneCircuit"=>"0", "CreatedDate"=>"None", "DeletedDate"=>"None", "ModifiedDate"=>"1.549874782e+12", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(7.78813124671178 54.9221766212277,8.346863 54.26763,9.06784100000001 54.038425,9.32702542887196 53.9319881402015)'
5613,5742,7074,90848.7767557952,f,f,'"MW"=>"None", "TSO"=>"None", "oid"=>"32562", "ext1"=>"None", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>"HelWin2", "symbol"=>"DC-Line", "country"=>"DE", "t9_code"=>"0", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"0", "oneCircuit"=>"0", "CreatedDate"=>"None", "DeletedDate"=>"None", "ModifiedDate"=>"1.545224095e+12", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(8.05753950747769 54.25154162105,8.20541400000001 54.23634,9.10354599999999 53.970628,9.32696419621539 53.9319113429646)'
5571,5743,7074,89346.6337548304,f,f,'"MW"=>"None", "TSO"=>"None", "oid"=>"32517", "ext1"=>"None", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>"HelWin1", "symbol"=>"DC-Line", "country"=>"DE", "t9_code"=>"0", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"0", "oneCircuit"=>"0", "CreatedDate"=>"None", "DeletedDate"=>"None", "ModifiedDate"=>"1.545224101e+12", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(8.12610708224912 54.310749538123,8.238373 54.256401,9.32699442549698 53.9319562532009)'
5567,5744,5787,139209.866527364,f,f,'"MW"=>"None", "TSO"=>"None", "oid"=>"32512", "ext1"=>"None", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>"DolWin1", "symbol"=>"DC-Line", "country"=>"DE", "t9_code"=>"0", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"0", "oneCircuit"=>"0", "CreatedDate"=>"None", "DeletedDate"=>"None", "ModifiedDate"=>"1.545224147e+12", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(6.84493115764205 53.880869,6.909027 53.880869,7.116394 53.835512,7.36358600000001 53.396432,7.32101399999999 53.112163,7.33612100000001 52.893992,7.16075117704058 52.8485079587114)'
5570,5745,8272,99066.5793764307,f,f,'"MW"=>"None", "TSO"=>"None", "oid"=>"32515", "ext1"=>"None", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>"DolWin3", "symbol"=>"DC-Line", "country"=>"DE", "t9_code"=>"0", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"0", "oneCircuit"=>"0", "CreatedDate"=>"None", "DeletedDate"=>"None", "ModifiedDate"=>"1.545224133e+12", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(6.84423599483409 53.8134043878533,6.71127300000001 53.693454,6.65634200000001 53.59821,6.73461900000001 53.55581,7.112274 53.45126,7.05596900000001 53.340713,7.237244 53.26932,7.223511 53.18135,7.223511 53.1805270078955)'
14803,5751,5803,280301.445474794,f,t,,'LINESTRING(6.75668661933496 53.437616158174,6.838989 53.664171,6.96258499999999 53.785238,7.34298700000001 53.882488,7.80029300000001 54.517096,8.20678699999999 55.297102,8.86005375885099 55.4336013425692)'
14821,5749,6363,575352.425009444,f,f,,'LINESTRING(6.83036734046461 53.4374933986115,6.253967 53.645452,6.33636499999999 55.776573,6.34597800000001 56.029855,6.34597800000001 56.030622,6.43661500000001 58.130121,6.90176957000565 58.2653404287817)'
5568,5768,5787,131420.09609615,f,f,'"MW"=>"None", "TSO"=>"None", "oid"=>"32513", "ext1"=>"None", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>"DolWin2", "symbol"=>"DC-Line", "country"=>"DE", "t9_code"=>"0", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"0", "oneCircuit"=>"0", "CreatedDate"=>"None", "DeletedDate"=>"None", "ModifiedDate"=>"1.545224159e+12", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(7.11083415172816 53.9630966319811,7.07107499999999 53.80795,7.301788 53.39807,7.267456 53.110514,7.29354899999999 52.907246,7.16070024970726 52.8485606886388)'
12932,5770,5773,6905.52230262641,f,t,,'LINESTRING(7.15460523215685 53.4027398808691,7.24823000000001 53.375956)'
14848,5858,6358,574884.998052791,f,t,,'LINESTRING(6.81690675921544 58.6338502746805,6.63024900000001 58.249559,6.78268399999999 57.579197,7.17544599999999 56.532986,7.17407200000001 56.5345,7.46521000000001 55.776573,7.46521000000001 55.776573,7.64099100000001 55.312736,8.458099 54.316523,9.394684 53.934262)'
5581,5893,6072,59184.4227659405,f,f,'"MW"=>"None", "TSO"=>"None", "oid"=>"32527", "ext1"=>"None", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>" ", "symbol"=>"DC-Line", "country"=>"UK", "t9_code"=>"222.1.2", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"1", "oneCircuit"=>"0", "CreatedDate"=>"None", "DeletedDate"=>"None", "ModifiedDate"=>"None", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(-4.94702447012386 55.0727948492206,-5.137482 55.042188,-5.62500000000001 54.890036,-5.631866 54.887667,-5.7332134509551 54.813550429852)'
5580,5893,6072,58741.4601812995,f,f,'"MW"=>"None", "TSO"=>"None", "oid"=>"32526", "ext1"=>"None", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>" ", "symbol"=>"DC-Line", "country"=>"UK", "t9_code"=>"222.1.1", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"1", "oneCircuit"=>"0", "CreatedDate"=>"None", "DeletedDate"=>"None", "ModifiedDate"=>"None", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(-4.94689333475508 55.0726735779237,-5.045471 55.009914,-5.59616099999999 54.840245,-5.62500000000001 54.834709,-5.73306677066227 54.8134313531551)'
8009,5897,5936,363085.503577327,f,f,'"MW"=>"None", "TSO"=>"None", "oid"=>"70191", "ext1"=>"None", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>"Western HVDC link", "symbol"=>"DC-Line", "country"=>"UK", "t9_code"=>"None", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"0", "oneCircuit"=>"0", "CreatedDate"=>"1.514994622e+12", "DeletedDate"=>"None", "ModifiedDate"=>"1.51499467e+12", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(-3.18595885129092 53.213699479605,-3.158569 53.308724,-3.40988200000001 53.511735,-4.081421 53.803084,-5.158081 54.013418,-5.28442399999999 54.866334,-5.177307 55.345546,-4.88616899999999 55.586883,-4.8806877889882 55.7044245716822)'
14815,5937,6086,242400.41935291,f,f,,'LINESTRING(-3.12293971810515 53.2087645354697,-3.13934300000001 53.266034,-3.368683 53.377594,-5.18280000000001 53.495399,-5.62500000000001 53.519084,-5.62500000000001 53.519084,-6.101532 53.503568,-6.61057668606004 53.483977180569)'
14804,5949,6684,695432.776022422,f,t,,'LINESTRING(6.64773945778347 59.5995729910866,6.483307 59.539192,6.374817 59.538495,6.24847399999999 59.510636,6.196289 59.448566,5.898285 59.321981,5.64697299999999 59.234284,5.62500000000001 59.223042,4.81338500000001 58.813742,2.03384400000001 57.374679,0 56.170023,-0.650940000000012 55.776573,-1.55838055228731 55.2221613174321)'
5635,6300,6348,93313.2906756649,f,f,'"MW"=>"None", "TSO"=>"None", "oid"=>"32585", "ext1"=>"None", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>"150", "symbol"=>"DC-Line", "country"=>"SE", "t9_code"=>"0", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"0", "oneCircuit"=>"0", "CreatedDate"=>"None", "DeletedDate"=>"None", "ModifiedDate"=>"None", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(18.2272491895352 57.5711315582343,17.274628 57.645401,16.875 57.674052,16.6818074486274 57.692364166947)'
14819,6311,6416,122337.134741418,f,f,,'LINESTRING(10.2163282994747 57.1311139024238,10.567474 57.20771,10.737762 57.192832,10.972595 57.230016,11.25 57.33171,11.532898 57.436081,11.867981 57.556366,12.0227165657676 57.561507168045)'
14809,6311,6416,122935.90852816,f,f,,'LINESTRING(10.2163571716117 57.1310010356663,10.366974 57.123569,10.578461 57.16678,10.740509 57.15263,11.001434 57.197296,11.174469 57.255281,11.25 57.282754,11.56723 57.399104,12.0227887239052 57.5613889668514)'
14806,6339,6343,231949.324357763,t,f,,'LINESTRING(13.5805221045065 55.8609194660763,13.8414 57.218121,14.242401 57.518035,14.543152 57.740083,14.6252826086631 57.7992163579132)'
14822,6366,6396,221531.577587461,t,f,,'LINESTRING(9.55911260232728 56.517221415454,9.31778000000001 56.610909,9.37408399999999 56.871495,9.14611800000001 57.139965,9.13650499999999 57.15263,8.728638 57.517298,8.728638 57.51656,8.072205 58.088041,8.10237170729511 58.2442659573338)'
11679,6366,6366,5210.95506577122,f,f,,'LINESTRING(8.1598074770784 58.2085243278292,8.10270452292159 58.2443198548829)'
14827,6366,6396,210556.812324662,f,f,,'LINESTRING(9.5593768244562 56.5173195981253,9.503174 56.649432,9.540253 56.875247,9.35348499999999 57.103436,9.27932699999999 57.19804,8.83300799999999 57.593919,8.26446499999999 58.085137,8.1602778860472 58.2081284789676)'
14810,6366,6396,212662.44654471,f,f,,'LINESTRING(9.5592153675061 56.5172786524048,9.408417 56.631308,9.456482 56.875247,9.27108800000001 57.092992,9.20654300000001 57.172736,8.779449 57.554155,8.143616 58.107636,8.16005655183257 58.2081093636119)'
8708,6444,6449,146493.574370529,f,f,'"MW"=>"None", "TSO"=>"None", "oid"=>"115391", "ext1"=>"None", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>"Caithness Moray HVDC", "symbol"=>"DC-Line", "country"=>"UK", "t9_code"=>"None", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"0", "oneCircuit"=>"0", "CreatedDate"=>"1.550153418e+12", "DeletedDate"=>"None", "ModifiedDate"=>"1.550153457e+12", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(-3.45338156475634 58.4908032474467,-3.00064100000001 58.470721,-3.239594 58.019737,-3.01171670865558 57.4230098547791)'
8706,6445,6449,81229.3870806789,f,f,'"MW"=>"None", "TSO"=>"None", "oid"=>"115000", "ext1"=>"None", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>"Caithness Moray HVDC", "symbol"=>"DC-Line", "country"=>"UK", "t9_code"=>"None", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"0", "oneCircuit"=>"0", "CreatedDate"=>"1.550153227e+12", "DeletedDate"=>"None", "ModifiedDate"=>"1.550153468e+12", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(-3.01162654963074 57.4230148179161,-3.01025445036928 58.1523540206105)'
14807,6556,6558,91438.6141819039,f,f,,'LINESTRING(24.597015 59.388479,24.514618 59.41015,24.44046 59.58928,24.505005 59.752936,24.503632 59.751553,24.6559859237295 60.1665725262589)'
14816,6567,6577,122361.767586768,f,f,,'LINESTRING(26.4769584465578 59.4850679251882,26.423492 59.613602,26.048584 59.92956,25.632477 60.272515,25.743713 60.360243,25.6409589827655 60.4394217635504)'
14818,6586,6618,257364.279393886,f,f,,'LINESTRING(21.3559064590049 61.0800030227353,21.303864 61.005076,20.946808 60.801394,18.153534 60.501202,18.007965 60.483615,17.171631 60.503906,17.0593630437863 60.5503864910584)'
14817,6589,6618,197128.229552834,f,f,,'LINESTRING(21.3557421230034 61.0800501553429,20.902863 60.846249,18.224945 60.556604,18.0193872312079 60.533018071939)'
14812,6620,6623,140169.735736189,f,f,,'LINESTRING(22.3045576957813 60.4368452717433,21.404114 60.329667,19.8472351583549 60.129935739173)'
8394,6684,6696,21158.5735245602,f,t,'"MW"=>"None", "TSO"=>"None", "oid"=>"89791", "ext1"=>"None", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>"None", "symbol"=>"DC-Line", "country"=>"NO", "t9_code"=>"None", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"0", "oneCircuit"=>"0", "CreatedDate"=>"1.518010133e+12", "DeletedDate"=>"None", "ModifiedDate"=>"None", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(6.64851407057135 59.5996162767494,6.99238592942864 59.5246589234811)'
5569,5787,8272,38561.1931761179,f,t,'"MW"=>"None", "TSO"=>"None", "oid"=>"32514", "ext1"=>"None", "EIC_2"=>"None", "EIC_3"=>"None", "EIC_4"=>"None", "text_"=>"DolWin 3", "symbol"=>"DC-Line", "country"=>"DE", "t9_code"=>"0", "visible"=>"1", "EIC_code"=>"None", "tie_line"=>"0", "oneCircuit"=>"0", "CreatedDate"=>"None", "DeletedDate"=>"None", "ModifiedDate"=>"1.489072219e+12", "Internalcomments"=>"None", "visible_on_printed"=>"1"','LINESTRING(7.223511 53.1805270078955,7.223511 53.179704,7.21527100000001 53.121229,7.24273699999999 52.932086,7.16056753068224 52.8486333236236)'
14813,7053,7430,192856.020480538,f,f,,'LINESTRING(10.8823542109264 53.948125809387,11.25 54.061,11.657867 54.186548,12.208557 54.386955,12.236023 54.402946,12.43515 54.541003,12.602692 54.684153,12.745514 54.844199,12.744141 54.842618,12.87735 54.979978,12.947388 55.077581,12.9299984288384 55.0630403498842)'

Can't render this file because it contains an unexpected character in line 2 and column 33.

2064
data/entsoegridkit/transformers.csv
View File

File diff suppressed because it is too large Load Diff

75
data/parameter_corrections.yaml
View File

@ -1,45 +1,58 @@
Link:
p_nom:
oid:
"32551": 400 # BorWin 1
"32508": 800 # BorWin 2
"32508": 400 #BorWin1
"32513": 900 # DolWin 2
"32515": 900 # DolWin 3
"32517": 576 # HelWin 1
"32526": 250 # GB-IE
"32527": 250 # GB-IE
"32532": 300 # Links on Corse
"32528": 300 # Links on Corse
"32521": 300 # Links on Corse
"32529": 300 # SACOI (between Sardignia and Corse)
"32533": 300 # SACOI (between Sardignia and Corse)
"32529": 300 # SACOI (between Sardinia and Corse)
"32533": 300 # SACOI (between Sardinia and Corse)
"32550": 600 # Baltic
"115391": 1200 # Caithness Moray HVDC
"115000": 1200 # Caithness Moray HVDC
index:
"14541": 1400 # North-Sea link (NSN Link)
"14559": 700 # NO-DK Skagerrak 4
"14564": 440 # NO-DK Skagerrak 3
"14546": 500 # NO-DK Skagerrak 1-2
"11511": 940 # NO-DK Skagerrak joint 1-3
"14543": 1440 # SE-SE
"14531": 250 # Konti-Skan
"14540": 700 # Cobra DK-NL
"14537": 1000 # NEMO GB-BE
"14538": 1000 # ALEGrO BE-DE
"14556": 600 # Storebaelt
"12997": 1000 # Sardignia
"14804": 1400 # North-Sea link (NSN Link)
"14822": 700 # NO-DK Skagerrak 4
"14827": 440 # NO-DK Skagerrak 3
"14810": 500 # NO-DK Skagerrak 1-2
"11679": 940 # NO-DK Skagerrak joint 1-3
"14806": 1440 # SE-SE
"14819": 250 # Hassing-Lindome
"14803": 700 # Cobra DK-NL
"T6": 1000 # NEMO GB-BE
"14801": 1000 # ALEGrO BE-DE
"14807": 600 # SwePol
"14820": 700 #NordBalt
bus0:
index:
"8708": "6443" # fix bus-id of substation in GB
"8009": "5896" # fix bus-id of substation in GB
"11679": "6365" # fix bus-id of substation in NO
"12727": "7427" # bus0 == bus1 to remove link in remove_unconnected_components (GB-BE)
"5558": "7427" # bus0 == bus1 to remove link in remove_unconnected_components (GB-BE)
"5583": "7428" # bus0 == bus1 to remove link in remove_unconnected_components (Sardinia)
"13588": "7428" # bus0 == bus1 to remove link in remove_unconnected_components (Sardinia)
"T23": "6355" # bus0 == bus1 to remove link in remove_unconnected_components (NordBalt)
bus1:
index:
"11511": "6240" # fix wrong bus allocation from 6241
"14559": "6240" # fix wrong bus allocation from 6241
"12998": "1333" # combine link 12998 + 12997 in 12998
"5627": '2309' # combine link 5627 + 5628 in 5627
"8068": "5819" # fix GB location of Anglo-Scottish interconnector
length:
"12931": "8152" # BorWin3
"5582": "2382" # combine link 5583 + 5582 in 5582 (Sardinia)
"13589": "1349" # combine link 13589 + 13588 in 13589 (Sardinia)
"14820": "6354" # NordBalt
length:
index:
"12998": 409.0
"5627": 26.39
bus0:
index:
"14552": "5819" # fix GB location of GB-IE interconnector
"5628": "7276" # bus0 == bus1 to remove link in remove_unconnected_components
"12997": "7276" # bus0 == bus1 to remove link in remove_unconnected_components
"5582": 26.39 # new length of combined links (sum)
"13589": 509.0 # new length of combined links (sum)
Line:
bus1:
index:
"14573": "7950" #fix bus-id substation in PT (220/380kV issue)
bus0:
index:
"14573": "7179" #fix bus-id substation in PT (220/380kV issue)
v_nom:
index:
"14573": 220 # 220/380kV issue of substation in PT

BIN
doc/img/base.png
View File

Binary file not shown.
Side by Side Swipe Overlay

Before

Width:  |  Height:  |  Size: 1.7 MiB

After

Width:  |  Height:  |  Size: 1.6 MiB

4
doc/release_notes.rst
View File

@ -24,6 +24,10 @@ Upcoming Release
* Resource definitions for memory usage now follow [Snakemake standard resource definition](https://snakemake.readthedocs.io/en/stable/snakefiles/rules.html#standard-resources) ```mem_mb`` rather than ``mem``.
* Network building is made deterministic by supplying a fixed random state to network clustering routines.
* New network topology extracted from the ENTSO-E interactive map.
PyPSA-Eur 0.4.0 (22th September 2021)
=====================================

2
envs/environment.yaml
View File

@ -26,7 +26,7 @@ dependencies:
- lxml
- powerplantmatching>=0.4.8
- numpy
- pandas<1.3
- pandas
- geopandas
- xarray
- netcdf4

9
scripts/base_network.py
View File

@ -4,7 +4,7 @@
# coding: utf-8
"""
Creates the network topology from a `ENTSO-E map extract <https://github.com/PyPSA/GridKit/tree/master/entsoe>`_ (January 2020) as a PyPSA network.
Creates the network topology from a `ENTSO-E map extract <https://github.com/PyPSA/GridKit/tree/master/entsoe>`_ (March 2022) as a PyPSA network.
Relevant Settings
-----------------
@ -41,7 +41,7 @@ Relevant Settings
Inputs
------
- ``data/entsoegridkit``: Extract from the geographical vector data of the online `ENTSO-E Interactive Map <https://www.entsoe.eu/data/map/>`_ by the `GridKit <https://github.com/pypsa/gridkit>`_ toolkit dating back to January 2020.
- ``data/entsoegridkit``: Extract from the geographical vector data of the online `ENTSO-E Interactive Map <https://www.entsoe.eu/data/map/>`_ by the `GridKit <https://github.com/martacki/gridkit>`_ toolkit dating back to March 2022.
- ``data/parameter_corrections.yaml``: Corrections for ``data/entsoegridkit``
- ``data/links_p_nom.csv``: confer :ref:`links`
- ``data/links_tyndp.csv``: List of projects in the `TYNDP 2018 <https://tyndp.entsoe.eu/tyndp2018/>`_ that are at least *in permitting* with fields for start- and endpoint (names and coordinates), length, capacity, construction status, and project reference ID.
@ -165,8 +165,9 @@ def _load_links_from_eg(buses, eg_links):
links['length'] /= 1e3
# hotfix
links.loc[links.bus1=='6271', 'bus1'] = '6273'
# Skagerrak Link is connected to 132kV bus which is removed in _load_buses_from_eg.
# Connect to neighboring 380kV bus
links.loc[links.bus1=='6396', 'bus1'] = '6398'
links = _remove_dangling_branches(links, buses)

6
scripts/cluster_network.py
View File

@ -270,6 +270,7 @@ def busmap_for_n_clusters(n, n_clusters, solver_name, focus_weights=None, algori
algorithm_kwds.setdefault('n_init', 1000)
algorithm_kwds.setdefault('max_iter', 30000)
algorithm_kwds.setdefault('tol', 1e-6)
algorithm_kwds.setdefault('random_state', 0)
def fix_country_assignment_for_hac(n):
from scipy.sparse import csgraph
@ -348,7 +349,7 @@ def clustering_for_n_clusters(n, n_clusters, custom_busmap=False, aggregate_carr
else:
raise AttributeError(f"potential_mode should be one of 'simple' or 'conservative' but is '{potential_mode}'")
if not custom_busmap:
if not isinstance(custom_busmap, pd.Series):
busmap = busmap_for_n_clusters(n, n_clusters, solver_name, focus_weights, algorithm, feature)
else:
busmap = custom_busmap
@ -422,6 +423,9 @@ if __name__ == "__main__":
if snakemake.wildcards.clusters.endswith('m'):
n_clusters = int(snakemake.wildcards.clusters[:-1])
aggregate_carriers = pd.Index(n.generators.carrier.unique()).difference(renewable_carriers)
elif snakemake.wildcards.clusters == 'all':
n_clusters = len(n.buses)
aggregate_carriers = None # All
else:
n_clusters = int(snakemake.wildcards.clusters)
aggregate_carriers = None # All