/solar_cell_calc

Primary LanguageJupyter Notebook

Summary

This text summarizes the result from calculating the return of investment for installing solar panels in Sweden. Following this text, is a more detailed description how these number are derived. More tables for other power production and inverterd sizes can be found in the appendix.

To get a better picture of your future system, run the Selling Power jupyter notebook.

Because the position of the solar panels highly effect the power produced, the tables below give two examples of different systems that align in different cardinal direction. Remember that all values in this document are only examples and will differ in your specific setup. However, how much they differ is hard to predict. See the section of power production modelling for more details about the two systems.

The following assumptions/simpilifications has been made:

  • Electric zone SE3
  • Solar cells have a linear power production model between December and June
  • All power is sold immediately, regardless of price. No power is stored and sold later at a better price.
  • All power is sold, no power is used by the household.
  • 100% availability
                        System 1 Earnings (SEK) (10kWp, 8kW Inverter)
Year Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec SUM
2016 158.0 141.4 225.1 283.4 399.3 728.0 495.4 451.2 407.5 297.3 197.6 53.6 3837.7
2017 150.0 233.9 331.4 389.8 519.8 556.2 533.9 500.7 516.9 249.5 151.0 51.1 4184.0
2018 161.0 295.0 530.6 561.3 642.4 929.2 953.1 841.5 751.3 377.6 245.6 86.2 6374.8
2019 280.3 345.0 461.9 590.3 682.7 588.9 644.1 578.5 529.4 336.8 212.4 64.0 5314.2
2020 124.6 163.0 182.5 149.4 262.1 651.9 188.8 616.8 541.2 218.7 142.1 63.3 3304.2
2021 262.8 424.7 447.9 489.8 804.2 888.5 1099.4 1052.6 1464.4 656.7 489.4 355.5 8435.8
2022 603.2 661.5 1519.9 1344.9 1998.9 3007.9 1969.8 4282.3 3677.7 792.0 698.3 492.6 21049.0
2023 542.3 665.5 956.7 935.3 685.4 1057.6 617.5 555.5 431.6 340.9 429.6 146.7 7364.8

The table above display example system 1 earnings in SEK when we apply its solar panel power production model to historical spot prices of electricity. Note that year 2022 stand out due to high electric prices, probably because the start of the Ukraine war.

                       System 2 Earnings (SEK) (10kWp, 8kW Inverter)
Year Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec SUM
2016 148.1 130.9 204.6 257.0 360.6 651.8 440.7 402.5 367.2 272.3 185.8 58.6 3480.3
2017 141.0 214.8 302.4 354.1 468.0 497.9 476.7 451.7 465.9 229.8 141.9 55.7 3799.9
2018 151.2 272.8 490.1 508.7 579.1 824.5 848.2 753.9 677.0 346.0 230.8 94.4 5776.5
2019 264.9 316.1 418.9 533.4 610.8 522.9 573.5 520.2 478.3 308.4 199.7 69.8 4816.9
2020 117.0 152.2 168.9 149.5 247.6 583.4 166.5 549.0 495.7 200.1 129.2 69.4 3028.5
2021 245.5 401.7 413.1 462.5 735.3 787.9 978.6 943.3 1309.2 600.3 455.7 386.0 7719.1
2022 558.4 606.2 1455.8 1287.1 1863.5 2751.5 1739.5 3783.5 3332.2 727.9 648.3 535.4 19289.2
2023 502.4 612.9 883.9 880.0 673.2 971.2 563.8 496.8 400.4 322.9 400.1 159.3 6866.8

The table above display example system 2 earnings in SEK when we apply its solar panel power production model to historical spot prices of electricity. Note that year 2022 stand out due to high electric prices, probably because the start of the Ukraine war.

System 1 Power Sold and Power Produced Overflow (kWh) (10kWp, 8kW Inverter)
Year Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec SUM
2016 465.3 724.7 1084.0 1348.4 1702.7 1947.1 1702.7 1393.4 1348.4 774.7 450.3 156.0 13097.7
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
2017 465.3 699.7 1084.0 1348.4 1702.7 1947.1 1702.7 1393.4 1348.4 774.7 450.3 156.0 13072.7
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
2018 465.3 699.7 1084.0 1348.4 1702.7 1947.1 1702.7 1393.4 1348.4 774.7 450.3 156.0 13072.7
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
2019 465.3 699.7 1084.0 1348.4 1702.7 1947.1 1702.7 1393.4 1348.4 774.7 450.3 156.0 13072.7
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
2020 465.3 724.7 1084.0 1348.4 1702.7 1947.1 1702.7 1393.4 1348.4 774.7 450.3 156.0 13097.7
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
2021 465.3 699.7 1084.0 1348.4 1702.7 1947.1 1702.7 1393.4 1348.4 774.7 450.3 156.0 13072.7
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
2022 465.3 699.7 1084.0 1348.4 1702.7 1947.1 1702.7 1393.4 1348.4 774.7 450.3 156.0 13072.7
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
2023 465.3 699.7 1084.0 1348.4 1702.7 1947.1 1702.7 1393.4 1348.4 774.7 450.3 156.0 13072.7
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

The table above displays the power sold from example system 1 when we apply its solar panel power production model. Below each value is the overflow power produced by the solar panels which could not be sold due to limitations of the inverter. Note that year 2016 and 2020 stands out because of leap years.

 System 2 Power Sold and Power Produced Overflow (kWh) (10kWp, 8kW Inverter)
Year Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec SUM
2016 439.6 663.0 977.8 1206.7 1516.0 1727.5 1516.0 1246.9 1206.7 708.7 425.4 170.5 11804.7
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
2017 439.6 640.1 977.8 1206.7 1516.0 1727.5 1516.0 1246.9 1206.7 708.7 425.4 170.5 11781.8
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
2018 439.6 640.1 977.8 1206.7 1516.0 1727.5 1516.0 1246.9 1206.7 708.7 425.4 170.5 11781.8
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
2019 439.6 640.1 977.8 1206.7 1516.0 1727.5 1516.0 1246.9 1206.7 708.7 425.4 170.5 11781.8
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
2020 439.6 663.0 977.8 1206.7 1516.0 1727.5 1516.0 1246.9 1206.7 708.7 425.4 170.5 11804.7
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
2021 439.6 640.1 977.8 1206.7 1516.0 1727.5 1516.0 1246.9 1206.7 708.7 425.4 170.5 11781.8
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
2022 439.6 640.1 977.8 1206.7 1516.0 1727.5 1516.0 1246.9 1206.7 708.7 425.4 170.5 11781.8
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
2023 439.6 640.1 977.8 1206.7 1516.0 1727.5 1516.0 1246.9 1206.7 708.7 425.4 170.5 11781.8
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

The table above displays the power sold from example system 2 when we apply its solar panel power production model. Below each value is the overflow power produced by the solar panels which could not be sold due to limitations of the inverter. Note that year 2016 and 2020 stands out because of leap years.

Modelling the Power Production

The two systems are modelled after real world data with linear interpolation. I received the data from a colleague and consists of the power production per hour for one day in June and one day in December of both his systems. From these two days, I used linear interpolation to estimate the power produced at a certain hour for any day of the year. As a simplification, I assume that every day in a month produce on average the same amount of power.

System 1 Specifics

  • 15.7kWp with a 12kW inverter
  • 36 x 290kW solar panels pointing south-east, 18 x 290kW solar panels point south-west
  • roof slanted at 40 degrees
  • Yellow color in the raw production data

System 2 Specifics

  • 12kWp with a 10kW inverter
  • 13 x 415kW solar panels pointing east, 16 x 415kW solar panels point south
  • roof slanted at 40 degrees
  • Brown color in the raw production data

Raw Power Production Data

Interpolated Models

System Model 1 System Model 2

Historical Spot Price of Electricity

NordPool provides the spot prices for electricty in the nordic, however their historical data is locked behind a paywall. Luckily the danish government provides this data from NordPool for free. This means that we need to convert the spot price per MWh from EUR to SEK.

Source of currency exchange, European Central Bank.

The result of the currency exchange can be found in this file.

Appendix

System Peak 15.7kWp & 12kW Inverter

                     System 1 Earnings (SEK) (15.7kWp, 12kW Inverter)
Year Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec SUM
2016 248.0 222.0 353.4 445.0 626.9 1143.0 777.7 708.4 639.7 466.7 310.3 84.1 6025.2
2017 235.5 367.3 520.2 612.0 816.1 873.2 838.2 786.1 811.5 391.7 237.1 80.2 6568.9
2018 252.7 463.1 833.0 881.2 1008.6 1458.8 1496.4 1321.1 1179.6 592.8 385.7 135.4 10008.4
2019 440.1 541.7 725.2 926.7 1071.8 924.6 1011.2 908.2 831.2 528.7 333.5 100.5 8343.4
2020 195.6 256.0 286.5 234.5 411.5 1023.5 296.4 968.3 849.7 343.4 223.0 99.3 5187.7
2021 412.6 666.7 703.1 769.1 1262.6 1394.9 1726.0 1652.6 2299.1 1031.1 768.3 558.1 13244.3
2022 947.0 1038.5 2386.2 2111.6 3138.3 4722.4 3092.6 6723.3 5773.9 1243.4 1096.3 773.4 33046.9
2023 851.4 1044.9 1502.1 1468.4 1076.1 1660.5 969.5 872.1 677.6 535.2 674.5 230.3 11562.7
        System 1 Power Sold and Power Produced Overflow (kWh) (15.7kWp, 12kW Inverter)
Year Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec SUM
2016 730.6 1137.8 1701.9 2117.0 2673.2 3057.0 2673.2 2187.6 2117.0 1216.2 707.0 244.9 20563.4
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
2017 730.6 1098.5 1701.9 2117.0 2673.2 3057.0 2673.2 2187.6 2117.0 1216.2 707.0 244.9 20524.2
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
2018 730.6 1098.5 1701.9 2117.0 2673.2 3057.0 2673.2 2187.6 2117.0 1216.2 707.0 244.9 20524.2
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
2019 730.6 1098.5 1701.9 2117.0 2673.2 3057.0 2673.2 2187.6 2117.0 1216.2 707.0 244.9 20524.2
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
2020 730.6 1137.8 1701.9 2117.0 2673.2 3057.0 2673.2 2187.6 2117.0 1216.2 707.0 244.9 20563.4
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
2021 730.6 1098.5 1701.9 2117.0 2673.2 3057.0 2673.2 2187.6 2117.0 1216.2 707.0 244.9 20524.2
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
2022 730.6 1098.5 1701.9 2117.0 2673.2 3057.0 2673.2 2187.6 2117.0 1216.2 707.0 244.9 20524.2
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
2023 730.6 1098.5 1701.9 2117.0 2673.2 3057.0 2673.2 2187.6 2117.0 1216.2 707.0 244.9 20524.2
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
                     System 2 Earnings (SEK) (15.7kWp, 12kW Inverter)
Year Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec SUM
2016 232.6 205.6 321.2 403.6 566.1 1023.3 692.0 632.0 576.5 427.5 291.8 92.0 5464.1
2017 221.3 337.3 474.8 556.0 734.7 781.7 748.4 709.1 731.5 360.7 222.8 87.4 5965.8
2018 237.4 428.3 769.4 798.7 909.1 1294.4 1331.7 1183.5 1062.9 543.2 362.3 148.2 9069.1
2019 415.9 496.3 657.6 837.4 959.0 821.0 900.5 816.6 750.9 484.1 313.6 109.7 7562.6
2020 183.8 239.0 265.2 234.7 388.7 915.9 261.4 861.9 778.3 314.1 202.9 109.0 4754.8
2021 385.5 630.7 648.6 726.1 1154.4 1237.0 1536.3 1481.0 2055.4 942.5 715.5 606.0 12119.0
2022 876.7 951.7 2285.6 2020.7 2925.7 4319.8 2730.9 5940.0 5231.6 1142.9 1017.9 840.6 30284.0
2023 788.7 962.3 1387.8 1381.5 1056.9 1524.7 885.2 780.0 628.6 506.9 628.2 250.0 10780.9
        System 2 Power Sold and Power Produced Overflow (kWh) (15.7kWp, 12kW Inverter)
Year Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec SUM
2016 690.2 1040.9 1535.1 1894.5 2380.1 2712.2 2380.1 1957.6 1894.5 1112.7 667.9 267.7 18533.3
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
2017 690.2 1005.0 1535.1 1894.5 2380.1 2712.2 2380.1 1957.6 1894.5 1112.7 667.9 267.7 18497.4
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
2018 690.2 1005.0 1535.1 1894.5 2380.1 2712.2 2380.1 1957.6 1894.5 1112.7 667.9 267.7 18497.4
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
2019 690.2 1005.0 1535.1 1894.5 2380.1 2712.2 2380.1 1957.6 1894.5 1112.7 667.9 267.7 18497.4
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
2020 690.2 1040.9 1535.1 1894.5 2380.1 2712.2 2380.1 1957.6 1894.5 1112.7 667.9 267.7 18533.3
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
2021 690.2 1005.0 1535.1 1894.5 2380.1 2712.2 2380.1 1957.6 1894.5 1112.7 667.9 267.7 18497.4
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
2022 690.2 1005.0 1535.1 1894.5 2380.1 2712.2 2380.1 1957.6 1894.5 1112.7 667.9 267.7 18497.4
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
2023 690.2 1005.0 1535.1 1894.5 2380.1 2712.2 2380.1 1957.6 1894.5 1112.7 667.9 267.7 18497.4
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

System Peak 20kWp & 16kW Inverter

                      System 1 Earnings (SEK) (20kWp, 16kW Inverter)
Year Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec SUM
2016 315.9 282.8 450.2 566.9 798.6 1456.0 990.7 902.4 815.0 594.6 395.3 107.1 7675.5
2017 300.0 467.9 662.7 779.6 1039.6 1112.3 1067.7 1001.4 1033.7 499.0 302.0 102.2 8368.1
2018 322.0 589.9 1061.1 1122.6 1284.9 1858.4 1906.3 1682.9 1502.7 755.1 491.3 172.4 12749.6
2019 560.6 690.1 923.8 1180.5 1365.3 1177.8 1288.1 1157.0 1058.8 673.5 424.8 128.0 10628.5
2020 249.1 326.1 364.9 298.7 524.2 1303.9 377.5 1233.5 1082.4 437.4 284.1 126.5 6608.5
2021 525.6 849.4 895.7 979.7 1608.4 1777.0 2198.7 2105.3 2928.8 1313.5 978.7 711.0 16871.7
2022 1206.3 1323.0 3039.8 2689.9 3997.8 6015.8 3939.7 8564.7 7355.3 1583.9 1396.6 985.2 42098.0
2023 1084.6 1331.1 1913.5 1870.6 1370.9 2115.3 1235.1 1110.9 863.2 681.8 859.3 293.3 14729.6
        System 1 Power Sold and Power Produced Overflow (kWh) (20kWp, 16kW Inverter)
Year Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec SUM
2016 930.7 1449.4 2168.0 2696.8 3405.4 3894.3 3405.4 2786.7 2696.8 1549.3 900.6 312.0 26195.4
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
2017 930.7 1399.4 2168.0 2696.8 3405.4 3894.3 3405.4 2786.7 2696.8 1549.3 900.6 312.0 26145.4
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
2018 930.7 1399.4 2168.0 2696.8 3405.4 3894.3 3405.4 2786.7 2696.8 1549.3 900.6 312.0 26145.4
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
2019 930.7 1399.4 2168.0 2696.8 3405.4 3894.3 3405.4 2786.7 2696.8 1549.3 900.6 312.0 26145.4
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
2020 930.7 1449.4 2168.0 2696.8 3405.4 3894.3 3405.4 2786.7 2696.8 1549.3 900.6 312.0 26195.4
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
2021 930.7 1399.4 2168.0 2696.8 3405.4 3894.3 3405.4 2786.7 2696.8 1549.3 900.6 312.0 26145.4
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
2022 930.7 1399.4 2168.0 2696.8 3405.4 3894.3 3405.4 2786.7 2696.8 1549.3 900.6 312.0 26145.4
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
2023 930.7 1399.4 2168.0 2696.8 3405.4 3894.3 3405.4 2786.7 2696.8 1549.3 900.6 312.0 26145.4
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
                      System 2 Earnings (SEK) (20kWp, 16kW Inverter)
Year Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec SUM
2016 296.3 261.9 409.2 514.1 721.1 1303.5 881.5 805.1 734.4 544.6 371.7 117.2 6960.6
2017 282.0 429.6 604.9 708.3 936.0 995.8 953.4 903.4 931.8 459.5 283.8 111.4 7599.8
2018 302.5 545.6 980.1 1017.4 1158.1 1649.0 1696.4 1507.7 1354.0 692.0 461.6 188.8 11553.0
2019 529.8 632.3 837.7 1066.8 1221.6 1045.8 1147.1 1040.3 956.5 616.7 399.5 139.7 9633.9
2020 234.1 304.4 337.9 299.0 495.1 1166.7 332.9 1097.9 991.4 400.1 258.5 138.9 6057.1
2021 491.0 803.5 826.2 924.9 1470.6 1575.8 1957.1 1886.6 2618.4 1200.6 911.4 772.0 15438.2
2022 1116.8 1212.4 2911.5 2574.1 3727.0 5502.9 3478.9 7566.9 6664.5 1455.9 1296.7 1070.8 38578.4
2023 1004.7 1225.9 1767.9 1759.9 1346.3 1942.3 1127.7 993.6 800.8 645.7 800.3 318.5 13733.7
        System 2 Power Sold and Power Produced Overflow (kWh) (20kWp, 16kW Inverter)
Year Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec SUM
2016 879.2 1325.9 1955.6 2413.3 3032.0 3455.0 3032.0 2493.8 2413.3 1417.4 850.8 341.0 23609.3
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
2017 879.2 1280.2 1955.6 2413.3 3032.0 3455.0 3032.0 2493.8 2413.3 1417.4 850.8 341.0 23563.6
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
2018 879.2 1280.2 1955.6 2413.3 3032.0 3455.0 3032.0 2493.8 2413.3 1417.4 850.8 341.0 23563.6
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
2019 879.2 1280.2 1955.6 2413.3 3032.0 3455.0 3032.0 2493.8 2413.3 1417.4 850.8 341.0 23563.6
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
2020 879.2 1325.9 1955.6 2413.3 3032.0 3455.0 3032.0 2493.8 2413.3 1417.4 850.8 341.0 23609.3
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
2021 879.2 1280.2 1955.6 2413.3 3032.0 3455.0 3032.0 2493.8 2413.3 1417.4 850.8 341.0 23563.6
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
2022 879.2 1280.2 1955.6 2413.3 3032.0 3455.0 3032.0 2493.8 2413.3 1417.4 850.8 341.0 23563.6
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
2023 879.2 1280.2 1955.6 2413.3 3032.0 3455.0 3032.0 2493.8 2413.3 1417.4 850.8 341.0 23563.6
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