Fix standardized wind efficiency curves

Author: SabineHaas

windpowerlib/data/wind_efficiency_curves.csv

@@ -1,52 +1,52 @@
 wind_speed,dena_mean,knorr_mean,dena_extreme1,dena_extreme2,knorr_extreme1,knorr_extreme2,knorr_extreme3
 0.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0
-0.5,1.0,1.0,1.0,1.0,0.9998154094759852,0.9999999122194032,1.0
-1.0,0.9949534234119396,1.0,0.9870351918419374,0.9907014229870407,0.9998147598346049,0.9999998156510899,1.0
-1.5,0.994909647404917,1.0,0.987112484555579,0.9907282742172726,0.9998141101932244,0.9999997190827766,1.0
-2.0,0.9948663942446043,1.0,0.987106885303186,0.990662367934224,0.9998134605518441,0.9999996225144633,1.0
-2.5,0.9948230395443799,1.0,0.9873001977218997,0.9907195385772621,0.9998128109104637,0.99999952594615,1.0
-3.0,0.9947809999837279,1.0,0.9862679900415615,0.9908589932064574,0.9998121612690832,0.9999994293778367,1.0
-3.5,0.9947809996502862,1.0,0.9862677859751992,0.9908588539945191,0.9998115116277029,0.9999993328095234,1.0
-4.0,0.9947809993168444,1.0,0.9862675819088368,0.9908587147825807,0.9998108619863224,0.9999992362412101,1.0
-4.5,0.9947809989834027,1.0,0.9862673778424744,0.9908585755706423,0.999810212344942,0.9999991396728968,1.0
-5.0,0.9947809986499608,1.0,0.9862671737761121,0.9908584363587039,0.9998095627035617,0.9999990431045834,1.0
-5.5,0.9947809983165191,1.0,0.9862669697097497,0.9908582971467655,0.9998089130621812,0.9999989465362702,1.0
-6.0,0.9947809979830774,1.0,0.9862667656433872,0.9908581579348271,0.9998082634208009,0.9999988499679568,1.0
-6.5,0.9947809976496356,1.0,0.9862665615770249,0.9908580187228887,0.9998076137794204,0.9999987533996436,1.0
-7.0,0.9947809973161938,1.0,0.9862663575106625,0.9908578795109504,0.99980696413804,0.9999986568313303,1.0
-7.5,0.994780996982752,1.0,0.9862661534443001,0.990857740299012,0.9998063144966597,0.9999985602630169,1.0
-8.0,0.9947809966493103,1.0,0.9862659493779378,0.9908576010870735,0.9998056648552792,0.9999984636947037,1.0
-8.5,0.9947809963158685,1.0,0.9862657453115754,0.9908574618751351,0.9998050152138989,0.9999983671263903,1.0
-9.0,0.9947809959824268,1.0,0.9862655412452129,0.9908573226631968,0.9998043655725184,0.999998270558077,1.0
-9.5,0.9947809956489849,1.0,0.9862653371788506,0.9908571834512584,0.999803715931138,0.9999981739897638,1.0
-10.0,0.9947809953155432,1.0,0.9862651331124882,0.99085704423932,0.9998030662897577,0.9999980774214504,1.0
-10.5,0.9947809949821014,1.0,0.9862649290461258,0.9908569050273817,0.9998024166483772,0.9999979808531372,1.0
-11.0,0.9947809946486597,1.0,0.9862647249797635,0.9908567658154432,0.9998017670069969,0.9999978842848238,1.0
-11.5,0.9947809943152179,1.0,0.9862645209134011,0.9908566266035048,0.9998011173656165,0.9999977877165105,1.0
-12.0,0.9947809939817761,1.0,0.9862643168470386,0.9908564873915664,0.999800467724236,0.9999976911481973,1.0
-12.5,0.9947809936483344,1.0,0.9862641127806763,0.9908563481796281,0.9997998180828557,0.9999975945798839,1.0
-13.0,0.9947809933148926,1.0,0.9862639087143139,0.9908562089676897,0.9997991684414752,0.9999974980115707,1.0
-13.5,0.9947809929814508,1.0,0.9862637046479515,0.9908560697557512,0.9997985188000948,0.9999974014432573,1.0
-14.0,0.994780992648009,1.0,0.9862635005815892,0.9908559305438129,0.9997978691587145,0.999997304874944,1.0
-14.5,0.9947809923145673,1.0,0.9862632965152268,0.9908557913318745,0.999797219517334,0.9999972083066307,1.0
-15.0,0.9947809919811255,1.0,0.9862630924488645,0.9908556521199361,0.9997965698759537,0.9999971117383174,1.0
-15.5,0.9947809916476837,1.0,0.986262888382502,0.9908555129079977,0.9997959202345732,0.999997015170004,1.0
-16.0,0.994780991314242,1.0,0.9862626843161396,0.9908553736960594,0.9997952705931928,0.9999969186016908,1.0
-16.5,0.9947809909808002,1.0,0.9862624802497773,0.9908552344841209,0.9997946209518125,0.9999968220333775,1.0
-17.0,0.9947809906473585,1.0,0.9862622761834149,0.9908550952721825,0.999793971310432,0.9999967254650642,1.0
-17.5,0.9947809903139166,1.0,0.9862620721170525,0.9908549560602442,0.9997933216690517,0.9999966288967509,1.0
-18.0,0.9947809899804749,1.0,0.9862618680506902,0.9908548168483058,0.9997926720276712,0.9999965323284375,1.0
-18.5,0.9947809896470331,1.0,0.9862616639843277,0.9908546776363674,0.9997920223862908,0.9999964357601243,1.0
-19.0,0.9947809893135914,1.0,0.9862614599179653,0.990854538424429,0.9997913727449105,0.999996339191811,1.0
-19.5,0.9947809889801495,1.0,0.986261255851603,0.9908543992124906,0.99979072310353,0.9999962426234976,1.0
-20.0,0.9947809886467078,1.0,0.9862610517852406,0.9908542600005522,0.9997900734621497,0.9999961460551844,1.0
-20.5,0.9947809883132661,1.0,0.9862608477188782,0.9908541207886138,0.9997894238207693,0.999996049486871,1.0
-21.0,0.9947809879798243,1.0,0.9862606436525159,0.9908539815766755,0.9997887741793888,0.9999959529185578,1.0
-21.5,0.9947809876463826,1.0,0.9862604395861535,0.9908538423647371,0.9997881245380085,0.9999958563502445,1.0
-22.0,0.9947809873129407,1.0,0.986260235519791,0.9908537031527986,0.999787474896628,0.9999957597819311,1.0
-22.5,0.994780986979499,1.0,0.9862600314534287,0.9908535639408603,0.9997868252552476,0.9999956632136179,1.0
-23.0,0.9947809866460572,1.0,0.9862598273870663,0.9908534247289219,0.9997861756138673,0.9999955666453045,1.0
-23.5,0.9947809863126155,1.0,0.9862596233207039,0.9908532855169835,0.9997855259724868,0.9999954700769912,1.0
-24.0,0.9947809859791736,1.0,0.9862594192543416,0.9908531463050451,0.9997848763311065,0.999995373508678,1.0
-24.5,0.9947809856457319,1.0,0.9862592151879792,0.9908530070931068,0.999784226689726,0.9999952769403646,1.0
-25.0,0.9947809853122901,1.0,0.9862590111216167,0.9908528678811683,0.9997835770483456,0.9999951803720514,1.0
+0.5,0.9972721368261529,0.9998257601476014,0.9929860359385148,0.9949751028361117,0.9969084880073801,0.9970294326568265,0.9939777739852398
+1.0,0.9949534234119396,0.9996167398230088,0.9870351918419374,0.9907014229870407,0.9925579008849558,0.9936884973451328,0.9877536955752213
+1.5,0.994909647404917,0.9988729971597116,0.987112484555579,0.9907282742172726,0.9884968282717937,0.9903470113611536,0.9820077946253004
+2.0,0.9948663942446043,0.9966871845493562,0.987106885303186,0.990662367934224,0.9835280214592275,0.9859350815450644,0.975583652360515
+2.5,0.9948230395443799,0.9933418014796548,0.9873001977218997,0.9907195385772621,0.9450446489930127,0.950693051376901,0.9319826539251952
+3.0,0.9947791515151516,0.9879291190476192,0.9851367272727273,0.9900872575757576,0.9054106031746031,0.9125229206349207,0.8882797301587301
+3.5,0.9740064181360202,0.9780813800000001,0.9407826523929471,0.9571807304785894,0.796408937,0.815406132,0.8283018199999999
+4.0,0.9519090662460568,0.9673141869158879,0.8997646088328075,0.9267581293375393,0.689079308411215,0.7153791869158879,0.7609693551401869
+4.5,0.9465304146341463,0.9655151080611553,0.8862070243902438,0.9146638018292683,0.6884304893981059,0.7130984390893497,0.7554269877501762
+5.0,0.9429862569521691,0.9655152501347224,0.8771870901001112,0.9070845472747497,0.6884311328350057,0.7130990163827359,0.7554256568931901
+5.5,0.9406237659574468,0.9655153922082896,0.8716118226950355,0.904416390070922,0.6884317762719054,0.7130995936761222,0.7554243260362039
+6.0,0.9404179219858155,0.9655155342818569,0.8682531773049645,0.9010777872340425,0.6884324197088052,0.7131001709695085,0.7554229951792177
+6.5,0.941743,0.965515676355424,0.8704461509433962,0.9037942264150943,0.688433063145705,0.7131007482628947,0.7554216643222316
+7.0,0.9438601582928148,0.9655158184289913,0.8745941966504592,0.9062369875742841,0.6884337065826047,0.713101325556281,0.7554203334652454
+7.5,0.946834404894327,0.9655159605025584,0.8795145984427141,0.9114152424916574,0.6884343500195045,0.7131019028496673,0.7554190026082592
+8.0,0.9490528958990536,0.9655161025761256,0.8853586456361724,0.9160580084121978,0.6884349934564042,0.7131024801430536,0.7554176717512731
+8.5,0.9523006034383955,0.9655162446496929,0.8914444114613179,0.9203168601719197,0.688435636893304,0.7131030574364399,0.7554163408942869
+9.0,0.9549979669030734,0.96551638672326,0.8972969196217493,0.9248557423167849,0.6884362803302037,0.7131036347298262,0.7554150100373006
+9.5,0.9576428368794326,0.9655165287968273,0.902445330969267,0.9297557777777778,0.6884369237671034,0.7131042120232124,0.7554136791803144
+10.0,0.9606135658475111,0.9655166708703944,0.9090726918714557,0.9345907498424701,0.6884375672040032,0.7131047893165987,0.7554123483233283
+10.5,0.9631250037823684,0.9655168129439616,0.91531752167588,0.938257466395112,0.6884382106409029,0.713105366609985,0.7554110174663421
+11.0,0.9654389817351599,0.9655169550175289,0.92016399543379,0.9419032511415525,0.6884388540778027,0.7131059439033712,0.7554096866093559
+11.5,0.9678997294545456,0.965517097091096,0.9262340632727274,0.9463563861818183,0.6884394975147025,0.7131065211967575,0.7554083557523698
+12.0,0.9701076631578948,0.9655172391646633,0.9315537684210526,0.9504121684210526,0.6884401409516022,0.7131070984901439,0.7554070248953836
+12.5,0.9726186566929133,0.9655173812382304,0.9360765779527559,0.9542007322834646,0.688440784388502,0.7131076757835301,0.7554056940383974
+13.0,0.9749240684721513,0.9655175233117976,0.9415396591722024,0.9581315247828309,0.6884414278254017,0.7131082530769164,0.7554043631814112
+13.5,0.977037575949367,0.9655176653853649,0.9466728481012658,0.9617354936708861,0.6884420712623015,0.7131088303703027,0.755403032324425
+14.0,0.9792493333333333,0.965517807458932,0.9520949574468085,0.9650341063829788,0.6884427146992013,0.7131094076636889,0.7554017014674388
+14.5,0.9812141134020619,0.9655179495324993,0.9556995876288661,0.9686640103092783,0.688443358136101,0.7131099849570752,0.7554003706104526
+15.0,0.9828338840378198,0.9655180916060664,0.9603090386540601,0.9717263912680757,0.6884440015730007,0.7131105622504615,0.7553990397534665
+15.5,0.9846368441981747,0.9655182336796336,0.964342355280313,0.9746426303780965,0.6884446450099004,0.7131111395438477,0.7553977088964803
+16.0,0.9858308133223683,0.9655183757532009,0.9675249597039474,0.976738328125,0.6884452884468002,0.7131117168372341,0.7553963780394941
+16.5,0.9870815524054982,0.965518517826768,0.9700481752577319,0.9785447319587629,0.6884459318837,0.7131122941306204,0.7553950471825079
+17.0,0.9879185299837925,0.9655186599003353,0.9726109319286873,0.980434035656402,0.6884465753205997,0.7131128714240066,0.7553937163255218
+17.5,0.9886591054964539,0.9655188019739024,0.9751674015957447,0.9823136335697399,0.6884472187574995,0.7131134487173929,0.7553923854685356
+18.0,0.9898712796032239,0.9655189440474696,0.9785391342219467,0.9840416810291381,0.6884478621943992,0.7131140260107792,0.7553910546115493
+18.5,0.9912128568341437,0.9655190861210369,0.9800392712047542,0.9856129384116693,0.688448505631299,0.7131146033041654,0.7553897237545631
+19.0,0.9922605245813074,0.965519228194604,0.9822099729875743,0.9867621550513236,0.6884491490681988,0.7131151805975517,0.755388392897577
+19.5,0.992747043223773,0.9655193702681713,0.9833304434939216,0.9879446650157586,0.6884497925050985,0.7131157578909381,0.7553870620405908
+20.0,0.993254769746874,0.9655195123417384,0.9841599057639524,0.988780296126868,0.6884504359419983,0.7131163351843243,0.7553857311836046
+20.5,0.9932807163439892,0.9655196544153056,0.9844797235479513,0.9888007163439892,0.688451079378898,0.7131169124777106,0.7553844003266185
+21.0,0.9932765645004851,0.9655197964888729,0.9845070494665373,0.9888106212415132,0.6884517228157977,0.7131174897710969,0.7553830694696323
+21.5,0.9933180068772834,0.96551993856244,0.9849694702342575,0.9889639340210618,0.6884523662526975,0.7131180670644832,0.7553817386126461
+22.0,0.9933804400515686,0.9655200806360072,0.9854616368715085,0.9892686725397508,0.6884530096895972,0.7131186443578694,0.75538040775566
+22.5,0.9934434057336252,0.9655202227095745,0.985757184351981,0.9893037977304401,0.688453653126497,0.7131192216512557,0.7553790768986737
+23.0,0.993508710900474,0.9655203647831416,0.9858990663507109,0.9895877772511849,0.6884542965633967,0.7131197989446421,0.7553777460416875
+23.5,0.9937043270291568,0.9655205068567089,0.9862808037825059,0.989755401891253,0.6884549400002965,0.7131203762380283,0.7553764151847013
+24.0,0.9941508490566037,0.965520648930276,0.9868524339622642,0.9901900566037736,0.6884555834371963,0.7131209535314146,0.7553750843277152
+24.5,0.9966576997635933,0.9655207910038432,0.9868487966903073,0.990531390070922,0.688456226874096,0.7131215308248009,0.755373753470729
+25.0,0.998325,0.9655209330774105,0.987165,0.990383,0.6884568703109958,0.7131221081181871,0.7553724226137428