ELPVPower: A dataset for large scale PV power prediction using EL images of cellsdoi:10.26165/JUELICH-DATA/TVWUUPJülich DATA2020-08-281Hoffmann, Mathis; Buerhop-Lutz, Claudia; Reeb, Luca; Pickel, Tobias; Winkler, Thilo; Doll, Bernd; Würfl, Tobias; Peters, Ian Marius; Brabec, Christoph J.; Maier, Andreas; Christlein, Vincent, 2020, "ELPVPower: A dataset for large scale PV power prediction using EL images of cells", https://doi.org/10.26165/JUELICH-DATA/TVWUUP, Jülich DATA, V1ELPVPower: A dataset for large scale PV power prediction using EL images of cellsdoi:10.26165/JUELICH-DATA/TVWUUPHoffmann, MathisBuerhop-Lutz, ClaudiaReeb, LucaPickel, TobiasWinkler, ThiloDoll, BerndWürfl, TobiasPeters, Ian MariusBrabec, Christoph J.Maier, AndreasChristlein, VincentJülich DATABuerhop-Lutz, ClaudiaDenz, Janine2020-08-27Computer and Information ScienceEarth and Environmental SciencesEngineeringPhysicsMeasurements are provided in the folder `data` as PNG-Images. The original measurements have been rescaled to the range [0, 255] globally, such that intensities between measurements are comparable. The dataset comes with a file `data.csv` that provides additional meta data associated with the measurements. This includes: peak_power: The measured maximum power of the module in [W] nominal_power: The given nominal power of the module in [W] pressure: The pressure that has been applied during mechanical load testing on a linear scale [0, 1] excitation_class: Indicates, whether this measurement has been taken at a `high` or `low` excitation current module_type: Module types as specified in the paper module_instance: Some of the module identities have been measured multiple times under varying conditions. Here, we specify the distinct instances power_group: Discretized `peak_power` used for stratified sampling fold_i_train: Indicates, whether this module is part of the i'th training fold of the crossvalidation000.pngimage/png001.pngimage/png002.pngimage/png003.pngimage/png004.pngimage/png005.pngimage/png006.pngimage/png007.pngimage/png008.pngimage/png009.pngimage/png010.pngimage/png011.pngimage/png012.pngimage/png013.pngimage/png014.pngimage/png015.pngimage/png016.pngimage/png017.pngimage/png018.pngimage/png019.pngimage/png020.pngimage/png021.pngimage/png022.pngimage/png023.pngimage/png024.pngimage/png025.pngimage/png026.pngimage/png027.pngimage/png028.pngimage/png029.pngimage/png030.pngimage/png031.pngimage/png032.pngimage/png033.pngimage/png034.pngimage/png035.pngimage/png036.pngimage/png037.pngimage/png038.pngimage/png039.pngimage/png040.pngimage/png041.pngimage/png042.pngimage/png043.pngimage/png044.pngimage/png045.pngimage/png046.pngimage/png047.pngimage/png048.pngimage/png049.pngimage/png050.pngimage/png051.pngimage/png052.pngimage/png053.pngimage/png054.pngimage/png055.pngimage/png056.pngimage/png057.pngimage/png058.pngimage/png059.pngimage/png060.pngimage/png061.pngimage/png062.pngimage/png063.pngimage/png064.pngimage/png065.pngimage/png066.pngimage/png067.pngimage/png068.pngimage/png069.pngimage/png070.pngimage/png071.pngimage/png072.pngimage/png073.pngimage/png074.pngimage/png075.pngimage/png076.pngimage/png077.pngimage/png078.pngimage/png079.pngimage/png080.pngimage/png081.pngimage/png082.pngimage/png083.pngimage/png084.pngimage/png085.pngimage/png086.pngimage/png087.pngimage/png088.pngimage/png089.pngimage/png090.pngimage/png091.pngimage/png092.pngimage/png093.pngimage/png094.pngimage/png095.pngimage/png096.pngimage/png097.pngimage/png098.pngimage/png099.pngimage/png100.pngimage/png101.pngimage/png102.pngimage/png103.pngimage/png104.pngimage/png105.pngimage/png106.pngimage/png107.pngimage/png108.pngimage/png109.pngimage/png110.pngimage/png111.pngimage/png112.pngimage/png113.pngimage/png114.pngimage/png115.pngimage/png116.pngimage/png117.pngimage/png118.pngimage/png119.pngimage/png120.pngimage/png121.pngimage/png122.pngimage/png123.pngimage/png124.pngimage/png125.pngimage/png126.pngimage/png127.pngimage/png128.pngimage/png129.pngimage/png130.pngimage/png131.pngimage/png132.pngimage/png133.pngimage/png134.pngimage/png135.pngimage/png136.pngimage/png137.pngimage/png138.pngimage/png139.pngimage/png140.pngimage/png141.pngimage/png142.pngimage/png143.pngimage/png144.pngimage/png145.pngimage/png146.pngimage/png147.pngimage/png148.pngimage/png149.pngimage/png150.pngimage/png151.pngimage/png152.pngimage/png153.pngimage/png154.pngimage/png155.pngimage/png156.pngimage/png157.pngimage/png158.pngimage/png159.pngimage/png160.pngimage/png161.pngimage/png162.pngimage/png163.pngimage/png164.pngimage/png165.pngimage/png166.pngimage/png167.pngimage/png168.pngimage/png169.pngimage/png170.pngimage/png171.pngimage/png172.pngimage/png173.pngimage/png174.pngimage/png175.pngimage/png176.pngimage/png177.pngimage/png178.pngimage/png179.pngimage/png180.pngimage/png181.pngimage/png182.pngimage/png183.pngimage/png184.pngimage/png185.pngimage/png186.pngimage/png187.pngimage/png188.pngimage/png189.pngimage/png190.pngimage/png191.pngimage/png192.pngimage/png193.pngimage/png194.pngimage/png195.pngimage/png196.pngimage/png197.pngimage/png198.pngimage/png199.pngimage/png200.pngimage/png201.pngimage/png202.pngimage/png203.pngimage/png204.pngimage/png205.pngimage/png206.pngimage/png207.pngimage/png208.pngimage/png209.pngimage/png210.pngimage/png211.pngimage/png212.pngimage/png213.pngimage/png214.pngimage/png215.pngimage/png216.pngimage/png217.pngimage/png218.pngimage/png219.pngimage/png220.pngimage/png221.pngimage/png222.pngimage/png223.pngimage/png224.pngimage/png225.pngimage/png226.pngimage/png227.pngimage/png228.pngimage/png229.pngimage/png230.pngimage/png231.pngimage/png232.pngimage/png233.pngimage/png234.pngimage/png235.pngimage/png236.pngimage/png237.pngimage/png238.pngimage/png239.pngimage/png240.pngimage/png241.pngimage/png242.pngimage/png243.pngimage/png244.pngimage/png245.pngimage/png246.pngimage/png247.pngimage/png248.pngimage/png249.pngimage/png250.pngimage/png251.pngimage/png252.pngimage/png253.pngimage/png254.pngimage/png255.pngimage/png256.pngimage/png257.pngimage/png258.pngimage/png259.pngimage/png260.pngimage/png261.pngimage/png262.pngimage/png263.pngimage/png264.pngimage/png265.pngimage/png266.pngimage/png267.pngimage/png268.pngimage/png269.pngimage/png270.pngimage/png271.pngimage/png272.pngimage/png273.pngimage/png274.pngimage/png275.pngimage/png276.pngimage/png277.pngimage/png278.pngimage/png279.pngimage/png280.pngimage/png281.pngimage/png282.pngimage/png283.pngimage/png284.pngimage/png285.pngimage/png286.pngimage/png287.pngimage/png288.pngimage/png289.pngimage/png290.pngimage/png291.pngimage/png292.pngimage/png293.pngimage/png294.pngimage/png295.pngimage/png296.pngimage/png297.pngimage/png298.pngimage/png299.pngimage/png300.pngimage/png301.pngimage/png302.pngimage/png303.pngimage/png304.pngimage/png305.pngimage/png306.pngimage/png307.pngimage/png308.pngimage/png309.pngimage/png310.pngimage/png311.pngimage/png312.pngimage/png313.pngimage/png314.pngimage/png315.pngimage/png316.pngimage/png317.pngimage/png318.pngimage/png319.pngimage/png320.pngimage/png321.pngimage/png322.pngimage/png323.pngimage/png324.pngimage/png325.pngimage/png326.pngimage/png327.pngimage/png328.pngimage/png329.pngimage/png330.pngimage/png331.pngimage/png332.pngimage/png333.pngimage/png334.pngimage/png335.pngimage/png336.pngimage/png337.pngimage/png338.pngimage/png339.pngimage/png340.pngimage/png341.pngimage/png342.pngimage/png343.pngimage/png344.pngimage/png345.pngimage/png346.pngimage/png347.pngimage/png348.pngimage/png349.pngimage/png350.pngimage/png351.pngimage/png352.pngimage/png353.pngimage/png354.pngimage/png355.pngimage/png356.pngimage/png357.pngimage/png358.pngimage/png359.pngimage/png360.pngimage/png361.pngimage/png362.pngimage/png363.pngimage/png364.pngimage/png365.pngimage/png366.pngimage/png367.pngimage/png368.pngimage/png369.pngimage/png370.pngimage/png371.pngimage/png372.pngimage/png373.pngimage/png374.pngimage/png375.pngimage/png376.pngimage/png377.pngimage/png378.pngimage/png379.pngimage/png380.pngimage/png381.pngimage/png382.pngimage/png383.pngimage/png384.pngimage/png385.pngimage/png386.pngimage/png387.pngimage/png388.pngimage/png389.pngimage/png390.pngimage/png391.pngimage/png392.pngimage/png393.pngimage/png394.pngimage/png395.pngimage/png396.pngimage/png397.pngimage/png398.pngimage/png399.pngimage/png400.pngimage/png401.pngimage/png402.pngimage/png403.pngimage/png404.pngimage/png405.pngimage/png406.pngimage/png407.pngimage/png408.pngimage/png409.pngimage/png410.pngimage/png411.pngimage/png412.pngimage/png413.pngimage/png414.pngimage/png415.pngimage/png416.pngimage/png417.pngimage/png418.pngimage/png419.pngimage/png420.pngimage/png421.pngimage/png422.pngimage/png423.pngimage/png424.pngimage/png425.pngimage/png426.pngimage/png427.pngimage/png428.pngimage/png429.pngimage/png430.pngimage/png431.pngimage/png432.pngimage/png433.pngimage/png434.pngimage/png435.pngimage/png436.pngimage/png437.pngimage/png438.pngimage/png439.pngimage/png440.pngimage/png441.pngimage/png442.pngimage/png443.pngimage/png444.pngimage/png445.pngimage/png446.pngimage/png447.pngimage/png448.pngimage/png449.pngimage/png450.pngimage/png451.pngimage/png452.pngimage/png453.pngimage/png454.pngimage/png455.pngimage/png456.pngimage/png457.pngimage/png458.pngimage/png459.pngimage/png460.pngimage/png461.pngimage/png462.pngimage/png463.pngimage/png464.pngimage/png465.pngimage/png466.pngimage/png467.pngimage/png468.pngimage/png469.pngimage/png470.pngimage/png471.pngimage/png472.pngimage/png473.pngimage/png474.pngimage/png475.pngimage/png476.pngimage/png477.pngimage/png478.pngimage/png479.pngimage/png480.pngimage/png481.pngimage/png482.pngimage/png483.pngimage/png484.pngimage/png485.pngimage/png486.pngimage/png487.pngimage/png488.pngimage/png489.pngimage/png490.pngimage/png491.pngimage/png492.pngimage/png493.pngimage/png494.pngimage/png495.pngimage/png496.pngimage/png497.pngimage/png498.pngimage/png499.pngimage/png500.pngimage/png501.pngimage/png502.pngimage/png503.pngimage/png504.pngimage/png505.pngimage/png506.pngimage/png507.pngimage/png508.pngimage/png509.pngimage/png510.pngimage/png511.pngimage/png512.pngimage/png513.pngimage/png514.pngimage/png515.pngimage/png516.pngimage/png517.pngimage/png518.pngimage/png519.pngimage/png520.pngimage/png521.pngimage/png522.pngimage/png523.pngimage/png524.pngimage/png525.pngimage/png526.pngimage/png527.pngimage/png528.pngimage/png529.pngimage/png530.pngimage/png531.pngimage/png532.pngimage/png533.pngimage/png534.pngimage/png535.pngimage/png536.pngimage/png537.pngimage/png538.pngimage/png539.pngimage/png540.pngimage/png541.pngimage/png542.pngimage/png543.pngimage/png544.pngimage/png545.pngimage/png546.pngimage/png547.pngimage/png548.pngimage/png549.pngimage/png550.pngimage/png551.pngimage/png552.pngimage/png553.pngimage/png554.pngimage/png555.pngimage/png556.pngimage/png557.pngimage/png558.pngimage/png559.pngimage/png560.pngimage/png561.pngimage/png562.pngimage/png563.pngimage/png564.pngimage/png565.pngimage/png566.pngimage/png567.pngimage/png568.pngimage/png569.pngimage/png570.pngimage/png571.pngimage/png572.pngimage/png573.pngimage/png574.pngimage/png575.pngimage/png576.pngimage/png577.pngimage/png578.pngimage/png579.pngimage/png580.pngimage/png581.pngimage/png582.pngimage/png583.pngimage/png584.pngimage/png585.pngimage/png586.pngimage/png587.pngimage/png588.pngimage/png589.pngimage/png590.pngimage/png591.pngimage/png592.pngimage/png593.pngimage/png594.pngimage/png595.pngimage/png596.pngimage/png597.pngimage/png598.pngimage/png599.pngimage/png600.pngimage/png601.pngimage/png602.pngimage/png603.pngimage/png604.pngimage/png605.pngimage/png606.pngimage/png607.pngimage/png608.pngimage/png609.pngimage/png610.pngimage/png611.pngimage/png612.pngimage/png613.pngimage/png614.pngimage/png615.pngimage/png616.pngimage/png617.pngimage/png618.pngimage/png619.pngimage/png620.pngimage/png621.pngimage/png622.pngimage/png623.pngimage/png624.pngimage/png625.pngimage/png626.pngimage/png627.pngimage/png628.pngimage/png629.pngimage/png630.pngimage/png631.pngimage/png632.pngimage/png633.pngimage/png634.pngimage/png635.pngimage/png636.pngimage/png637.pngimage/png638.pngimage/png639.pngimage/png640.pngimage/png641.pngimage/png642.pngimage/png643.pngimage/png644.pngimage/png645.pngimage/png646.pngimage/png647.pngimage/png648.pngimage/png649.pngimage/png650.pngimage/png651.pngimage/png652.pngimage/png653.pngimage/png654.pngimage/png655.pngimage/png656.pngimage/png657.pngimage/png658.pngimage/png659.pngimage/png660.pngimage/png661.pngimage/png662.pngimage/png663.pngimage/png664.pngimage/png665.pngimage/png666.pngimage/png667.pngimage/png668.pngimage/png669.pngimage/png670.pngimage/png671.pngimage/png672.pngimage/png673.pngimage/png674.pngimage/png675.pngimage/png676.pngimage/png677.pngimage/png678.pngimage/png679.pngimage/png680.pngimage/png681.pngimage/png682.pngimage/png683.pngimage/png684.pngimage/png685.pngimage/png686.pngimage/png687.pngimage/png688.pngimage/png689.pngimage/png690.pngimage/png691.pngimage/png692.pngimage/png693.pngimage/png694.pngimage/png695.pngimage/png696.pngimage/png697.pngimage/png698.pngimage/png699.pngimage/png700.pngimage/png701.pngimage/png702.pngimage/png703.pngimage/png704.pngimage/png705.pngimage/png706.pngimage/png707.pngimage/png708.pngimage/png709.pngimage/png710.pngimage/png711.pngimage/png712.pngimage/png713.pngimage/png714.pngimage/png715.pngimage/png716.pngimage/png717.pngimage/png718.pngimage/pngdata.csvtext/csvREADME.mdtext/markdown