Broadband
PVGIS can estimate the photovoltaic power over a time series or an arbitrarily aggregated energy production of a PV system based on broadband irradiance, ambient temperature and wind speed.
Example¶
pvgis-prototype power broadband \
8.627626 45.81223 200 \
--start-time '2000-01-01' \
--end-time '2000-01-02'
Verbosity levels¶
The command above returned the PV power output at hourly frequency for the requested period of time. Eventually we want to know more about the calculated figures. We can ask for more details via the verbosity flag -v :
On the structure of the command
To improve readability, many example commands are broken in multiple lines. Each line, except of the last one, is suffixed with the \ (back-slash) character. This allows to continue a command in the next line. Copy-pasting such commands from here and to a terminal is safe!
pvgis-prototype power broadband \
8.627626 45.81223 200 \
--start-time '2000-01-01' \
--end-time '2000-01-02' \
-v
Power series [W]
Time Power ⌁
────────────────────────────────
2000-01-01 00:00:00 0.0
2000-01-01 01:00:00 0.0
2000-01-01 02:00:00 0.0
2000-01-01 03:00:00 0.0
2000-01-01 04:00:00 0.0
2000-01-01 05:00:00 0.0
2000-01-01 06:00:00 0.0
2000-01-01 07:00:00 0.0
2000-01-01 08:00:00 316.657
2000-01-01 09:00:00 520.531
2000-01-01 10:00:00 647.911
2000-01-01 11:00:00 708.517
2000-01-01 12:00:00 706.869
2000-01-01 13:00:00 642.914
2000-01-01 14:00:00 511.858
2000-01-01 15:00:00 303.85
2000-01-01 16:00:00 0.0
2000-01-01 17:00:00 0.0
2000-01-01 18:00:00 0.0
2000-01-01 19:00:00 0.0
2000-01-01 20:00:00 0.0
2000-01-01 21:00:00 0.0
2000-01-01 22:00:00 0.0
2000-01-01 23:00:00 0.0
2000-01-02 00:00:00 0.0
⅀ / μ 4359.108
╭───────────────────────────────────────────────────────────────────────────────────────╮ ╭──────────────────────────────────────╮
│ Location Longitude ϑ, Latitude ϕ = 0.151, 0.8, Elevation: 200.0 m │ │ ⌁ Power ⦥ Tilt │
│ Position Surface Orientation ↻: 3.142, Surface Tilt ⦥: 0.785 Angular units radians │ │ ⏲ Timing ⭸ Incidence │
│ Definitions UTC, Incidence angle: Sun-Vector-to-Surface-Plane, │ │ ⯐ Positioning ⅀ N-ary Summation │
│ Algorithms Timing : NOAA, Positioning : NOAA, Incidence : Iqbal │ │ ↻ Orientation μ Mean │
╰─────────────────────────────────────────────────────────────────────────── Reference ─╯ ╰───────────────────────────── Legend ─╯
In fact, we can ask for more by adding more vs, i.e. -vv as in
pvgis-prototype power broadband \
8.627626 45.81223 200 \
--start-time '2000-01-01' \
--end-time '2000-01-02' \
-vv
Power series [W]
Time Power ⌁ Power ⌁ without Loss Sun-Horizon ⛰ Shading state 🮞 In-shade 🮞 Horizon ⛰ Visible 👁
──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────
2000-01-01 00:00:00 0.0 0.0 Below In-shade True 0.0 False
2000-01-01 01:00:00 0.0 0.0 Below In-shade True 0.0 False
2000-01-01 02:00:00 0.0 0.0 Below In-shade True 0.0 False
2000-01-01 03:00:00 0.0 0.0 Below In-shade True 0.0 False
2000-01-01 04:00:00 0.0 0.0 Below In-shade True 0.0 False
2000-01-01 05:00:00 0.0 0.0 Below In-shade True 0.0 False
2000-01-01 06:00:00 0.0 0.0 Below In-shade True 0.0 False
2000-01-01 07:00:00 0.0 0.0 Below In-shade True 0.0 False
2000-01-01 08:00:00 316.657 368.205 Above Sunlit False 0.0 True
2000-01-01 09:00:00 520.531 605.268 Above Sunlit False 0.0 True
2000-01-01 10:00:00 647.911 753.385 Above Sunlit False 0.0 True
2000-01-01 11:00:00 708.517 823.857 Above Sunlit False 0.0 True
2000-01-01 12:00:00 706.869 821.941 Above Sunlit False 0.0 True
2000-01-01 13:00:00 642.914 747.575 Above Sunlit False 0.0 True
2000-01-01 14:00:00 511.858 595.184 Above Sunlit False 0.0 True
2000-01-01 15:00:00 303.85 353.314 Above Sunlit False 0.0 True
2000-01-01 16:00:00 0.0 0.0 Below In-shade True 0.0 False
2000-01-01 17:00:00 0.0 0.0 Below In-shade True 0.0 False
2000-01-01 18:00:00 0.0 0.0 Below In-shade True 0.0 False
2000-01-01 19:00:00 0.0 0.0 Below In-shade True 0.0 False
2000-01-01 20:00:00 0.0 0.0 Below In-shade True 0.0 False
2000-01-01 21:00:00 0.0 0.0 Below In-shade True 0.0 False
2000-01-01 22:00:00 0.0 0.0 Below In-shade True 0.0 False
2000-01-01 23:00:00 0.0 0.0 Below In-shade True 0.0 False
2000-01-02 00:00:00 0.0 0.0 Below In-shade True 0.0 False
⅀ / μ 4359.108 5068.73
╭─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╮ ╭──────────────────────────────────────────────────────╮
│ Location Longitude ϑ, Latitude ϕ = 0.151, 0.8, Elevation: 200.0 m │ │ ⌁ Power ⛰ Horizon 👁 Visible │
│ Position Surface Orientation ↻: 3.142, Surface Tilt ⦥: 0.785 Angular units radians │ │ - Loss ↻ Orientation 🮞 Shading │
│ Definitions UTC, Incidence angle: Sun-Vector-to-Surface-Plane, Sun-to-Horizon: ['Below', 'Low angle', 'Above'] │ │ ⏲ Timing ⦥ Tilt ⅀ N-ary Summation │
│ Algorithms Timing : NOAA, Positioning : NOAA, Incidence : Iqbal, Shading : PVGIS, Shading states : ['all'] │ │ ⯐ Positioning ⭸ Incidence μ Mean │
╰───────────────────────────────────────────────────────────────────────────────────────────────────── Reference ─╯ ╰───────────────────────────────────────────── Legend ─╯
or even more via -vvv, -vvvv and so on.
On the number of verbosity levels
The number of available detail levels is not the same for all commands in PVGIS. At the moment, it takes for some exploration to discover what useful information each commad can reveal!
Statistics¶
We can also ask from PVGIS to generate a statistical overview. Following, we repeat the same calculations however extented over a year's period, like so :
pvgis-prototype power broadband 8.627626 45.81223 200 --start-time '2000-01-01' --end-time '2000-01-02' --statistics -v
Power series [W]
Time Power ⌁
────────────────────────────────
2000-01-01 00:00:00 0.0
2000-01-01 01:00:00 0.0
2000-01-01 02:00:00 0.0
2000-01-01 03:00:00 0.0
2000-01-01 04:00:00 0.0
2000-01-01 05:00:00 0.0
2000-01-01 06:00:00 0.0
2000-01-01 07:00:00 0.0
2000-01-01 08:00:00 316.657
2000-01-01 09:00:00 520.531
2000-01-01 10:00:00 647.911
2000-01-01 11:00:00 708.517
2000-01-01 12:00:00 706.869
2000-01-01 13:00:00 642.914
2000-01-01 14:00:00 511.858
2000-01-01 15:00:00 303.85
2000-01-01 16:00:00 0.0
2000-01-01 17:00:00 0.0
2000-01-01 18:00:00 0.0
2000-01-01 19:00:00 0.0
2000-01-01 20:00:00 0.0
2000-01-01 21:00:00 0.0
2000-01-01 22:00:00 0.0
2000-01-01 23:00:00 0.0
2000-01-02 00:00:00 0.0
⅀ / μ 4359.108
╭───────────────────────────────────────────────────────────────────────────────────────╮ ╭──────────────────────────────────────╮
│ Location Longitude ϑ, Latitude ϕ = 0.151, 0.8, Elevation: 200.0 m │ │ ⌁ Power ⦥ Tilt │
│ Position Surface Orientation ↻: 3.142, Surface Tilt ⦥: 0.785 Angular units radians │ │ ⏲ Timing ⭸ Incidence │
│ Definitions UTC, Incidence angle: Sun-Vector-to-Surface-Plane, │ │ ⯐ Positioning ⅀ N-ary Summation │
│ Algorithms Timing : NOAA, Positioning : NOAA, Incidence : Iqbal │ │ ↻ Orientation μ Mean │
╰─────────────────────────────────────────────────────────────────────────── Reference ─╯ ╰───────────────────────────── Legend ─╯
╭──────────────────── Statistics ────────────────────╮
│ Power │
│ │
│ Statistic Value │
│ ──────────────────────────────────────────────── │
│ Start 946684800000000000 │
│ End 946771200000000000 │
│ Count 25 │
│ │
│ Min 0.0 │
│ Mean 174.364 │
│ Max 708.517 │
│ Sum 4359.107 │
│ 25th Percentile 0.0 │
│ Median 0.0 │
│ Mode 0.0 │
│ Variance 72010.492 │
│ Standard deviation 268.348 │
│ Time of Min 2000-01-01 00:00:00+00:00 │
│ Index of Min 0 │
│ Time of Max 2000-01-01 11:00:00+00:00 │
│ Index of Max 11 │
│ │
│ Time of Min 2000-01-01 00:00:00+00:00 │
│ Index of Min 0 │
│ Time of Max 2000-01-01 11:00:00+00:00 │
│ Index of Max 11 │
│ │
│ Caption text │
╰────────────────────────────────────────────────────╯
Group by¶
We can do better and ask for a 2-hours aggregation :
pvgis-prototype power broadband \
8.627626 45.81223 200 \
--start-time '2000-01-01' \
--end-time '2000-01-02' \
--statistics \
--groupby 2h \
-v
Power series [W]
Time Power ⌁
────────────────────────────────
2000-01-01 00:00:00 0.0
2000-01-01 01:00:00 0.0
2000-01-01 02:00:00 0.0
2000-01-01 03:00:00 0.0
2000-01-01 04:00:00 0.0
2000-01-01 05:00:00 0.0
2000-01-01 06:00:00 0.0
2000-01-01 07:00:00 0.0
2000-01-01 08:00:00 316.657
2000-01-01 09:00:00 520.531
2000-01-01 10:00:00 647.911
2000-01-01 11:00:00 708.517
2000-01-01 12:00:00 706.869
2000-01-01 13:00:00 642.914
2000-01-01 14:00:00 511.858
2000-01-01 15:00:00 303.85
2000-01-01 16:00:00 0.0
2000-01-01 17:00:00 0.0
2000-01-01 18:00:00 0.0
2000-01-01 19:00:00 0.0
2000-01-01 20:00:00 0.0
2000-01-01 21:00:00 0.0
2000-01-01 22:00:00 0.0
2000-01-01 23:00:00 0.0
2000-01-02 00:00:00 0.0
⅀ / μ 4359.108
╭───────────────────────────────────────────────────────────────────────────────────────╮ ╭──────────────────────────────────────╮
│ Location Longitude ϑ, Latitude ϕ = 0.151, 0.8, Elevation: 200.0 m │ │ ⌁ Power ⦥ Tilt │
│ Position Surface Orientation ↻: 3.142, Surface Tilt ⦥: 0.785 Angular units radians │ │ ⏲ Timing ⭸ Incidence │
│ Definitions UTC, Incidence angle: Sun-Vector-to-Surface-Plane, │ │ ⯐ Positioning ⅀ N-ary Summation │
│ Algorithms Timing : NOAA, Positioning : NOAA, Incidence : Iqbal │ │ ↻ Orientation μ Mean │
╰─────────────────────────────────────────────────────────────────────────── Reference ─╯ ╰───────────────────────────── Legend ─╯
╭──────────────────── Statistics ────────────────────╮
│ Power │
│ │
│ Statistic Value │
│ ──────────────────────────────────────────────── │
│ Start 946684800000000000 │
│ End 946771200000000000 │
│ Count 25 │
│ │
│ Min 0.0 │
│ Mean 174.364 │
│ Max 708.517 │
│ Sum 4359.107 │
│ 25th Percentile 0.0 │
│ Median 0.0 │
│ Mode 0.0 │
│ Variance 72010.492 │
│ Standard deviation 268.348 │
│ Time of Min 2000-01-01 00:00:00+00:00 │
│ Index of Min 0 │
│ Time of Max 2000-01-01 11:00:00+00:00 │
│ Index of Max 11 │
│ Sum of Group Means 2179.5538330078125 │
│ │
│ │
│ 2h Period 1 0.0 │
│ 2h Period 2 0.0 │
│ 2h Period 3 0.0 │
│ 2h Period 4 0.0 │
│ 2h Period 5 418.594 │
│ 2h Period 6 678.214 │
│ 2h Period 7 674.892 │
│ 2h Period 8 407.854 │
│ 2h Period 9 0.0 │
│ 2h Period 10 0.0 │
│ 2h Period 11 0.0 │
│ 2h Period 12 0.0 │
│ 2h Period 13 0.0 │
│ Time of Min 2000-01-01 00:00:00+00:00 │
│ Index of Min 0 │
│ Time of Max 2000-01-01 11:00:00+00:00 │
│ Index of Max 11 │
│ │
│ Caption text │
╰────────────────────────────────────────────────────╯
Plots in the command line¶
pvgis-prototype power broadband \
8.627626 45.81223 200 177 43 \
--start-time '2005-06-01' \
--end-time '2005-06-02' \
-aou degrees \
--uniplot \
-vvv
Power series [W]
Power ⌁ without Refracted alt. ⦧
Time Power ⌁ Loss Efficiency ⋅ Extra Normal ⍖ ⦜ Linke Turbidity ⋅ ⦩ Altitude ⦩ Azimuth Incidence ⭸ Sun-Horizon ⛰ Shading state 🮞 In-shade 🮞 Horizon ⛰ Visible 👁
─────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────
2005-06-01 00:00:00 0.0 0.0 1.0 1322.585 2.0 -21.771 nan 0.164 0.0 Below In-shade True 0.0 False
2005-06-01 01:00:00 0.0 0.0 1.0 1322.585 2.0 -18.784 nan 0.416 0.0 Below In-shade True 0.0 False
2005-06-01 02:00:00 0.0 0.0 1.0 1322.585 2.0 -13.465 nan 0.65 0.0 Below In-shade True 0.0 False
2005-06-01 03:00:00 0.0 0.0 1.0 1322.585 2.0 -6.271 nan 0.861 0.0 Below In-shade True 0.0 False
2005-06-01 04:00:00 -1.417 -1.648 1.0 1322.585 2.0 2.487 0.043 1.058 0.0 Above Potentially-sun… False 0.0 True
2005-06-01 05:00:00 13.175 15.32 0.777 1322.585 2.0 11.794 0.206 1.232 0.0 Above Sunlit False 0.0 True
2005-06-01 06:00:00 137.1 159.419 0.947 1322.585 2.0 21.872 0.382 1.406 0.203 Above Sunlit False 0.0 True
2005-06-01 07:00:00 362.663 421.701 0.949 1322.585 2.0 32.271 0.563 1.587 0.444 Above Sunlit False 0.0 True
2005-06-01 08:00:00 552.764 642.749 0.923 1322.585 2.0 42.634 0.744 1.792 0.682 Above Sunlit False 0.0 True
2005-06-01 09:00:00 690.85 803.314 0.897 1322.585 2.0 52.453 0.915 2.048 0.91 Above Sunlit False 0.0 True
2005-06-01 10:00:00 777.12 903.627 0.879 1322.585 2.0 60.769 1.061 2.405 1.111 Above Sunlit False 0.0 True
2005-06-01 11:00:00 813.693 946.154 0.87 1322.585 2.0 65.685 1.146 2.917 1.232 Above Sunlit False 0.0 True
2005-06-01 12:00:00 802.046 932.612 0.873 1322.585 2.0 64.976 1.134 3.501 1.186 Above Sunlit False 0.0 True
2005-06-01 13:00:00 741.696 862.437 0.887 1322.585 2.0 59.039 1.03 3.975 1.014 Above Sunlit False 0.0 True
2005-06-01 14:00:00 630.766 733.449 0.909 1322.585 2.0 50.245 0.877 4.303 0.796 Above Sunlit False 0.0 True
2005-06-01 15:00:00 467.371 543.455 0.936 1322.585 2.0 40.242 0.702 4.544 0.562 Above Sunlit False 0.0 True
2005-06-01 16:00:00 254.507 295.938 0.956 1322.585 2.0 29.841 0.521 4.741 0.322 Above Sunlit False 0.0 True
2005-06-01 17:00:00 44.028 51.195 0.886 1322.585 2.0 19.496 0.34 4.919 0.079 Above Sunlit False 0.0 True
2005-06-01 18:00:00 11.773 13.689 0.765 1322.585 2.0 9.557 0.167 5.093 0.0 Above Sunlit False 0.0 True
2005-06-01 19:00:00 0.0 0.0 1.0 1322.585 2.0 0.629 0.011 5.266 0.0 Low angle Potentially-sun… False 0.0 True
2005-06-01 20:00:00 0.0 0.0 1.0 1322.585 2.0 -8.03 nan 5.471 0.0 Below In-shade True 0.0 False
2005-06-01 21:00:00 0.0 0.0 1.0 1322.585 2.0 -14.804 nan 5.688 0.0 Below In-shade True 0.0 False
2005-06-01 22:00:00 0.0 0.0 1.0 1322.585 2.0 -19.594 nan 5.926 0.0 Below In-shade True 0.0 False
2005-06-01 23:00:00 0.0 0.0 1.0 1322.585 2.0 -21.959 nan 6.179 0.0 Below In-shade True 0.0 False
2005-06-02 00:00:00 0.0 0.0 1.0 1322.166 2.0 -21.635 nan 0.163 0.0 Below In-shade True 0.0 False
⅀ / μ 6298.134 7323.412 0.9381934 33064.21
╭─────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╮ ╭───────────────────────────────────────────────────────╮
│ Location Longitude ϑ, Latitude ϕ = 8.628, 45.812, Elevation: 200.0 m │ │ ⌁ Power ⯐ Positioning ⅀ N-ary Summation │
│ Position Surface Orientation ↻: 3.089, Surface Tilt ⦥: 0.75 Angular units radians │ │ ⸾ Irradiance ⛰ Horizon μ Mean │
│ Module Type: Mono-Facial, Technology: cSi, Mount: Free standing, Peak Power: 1.0 kWp │ │ - Loss ↻ Orientation │
│ Definitions Azimuth origin : North, UTC, Incidence angle: Sun-Vector-to-Surface-Plane, Sun-to-Horizon: ['Low angle', 'Below', 'Above'] │ │ ⍖ Extra Normal ⦥ Tilt │
│ Algorithms Power model ⌁: Huld 2011, Timing : NOAA, Positioning : NOAA, Incidence : Iqbal, Shading : PVGIS, Shading states : ['all'] │ │ ⦜ Normal ⭸ Incidence │
│ Radiation model ⸾ : Hofierka 2002, Irradiance units W │ │ ⏲ Timing 👁 Visible │
│ Equation : P(G₀, T₀) = G₀(P₀ₛₜ₃, m + k₁G₀) + k₂G₀)² + k₃T₀ + k₄T₀G₀ + k₅T₀G₀² + k₆T₀² │ │ ⦩ Altitude 🮞 Shading │
│ Constants Solar constant : 1367.0 │ │ Azimuth ⋅ Factor │
╰───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────── Reference ─╯ ╰────────────────────────────────────────────── Legend ─╯
Uniplot
Power observed from (longitude, latitude) 8.627626, 45.81223
┌────────────────────────────────────────────────────────────────────────┐
│ ▄▄▀▀▀▀▄ │
│ ▗▀▘ ▀▚▖ │ 750 W
│ ▞▘ ▝▖ │
│ ▗▞ ▝▚ │
│ ▗▘ ▚ │
│ ▗▌ ▚ │
│ ▞ ▌ │ 500 W
│ ▞ ▝▖ │
│ ▗▘ ▐ │
│ ▗▘ ▚ │
│ ▞ ▝▖ │
│ ▐ ▐▖ │ 250 W
│ ▗▘ ▚ │
│ ▞ ▌ │
│ ▞ ▝▖ │
│ ▗▞ ▚▖ │
│▄▄▄▄▄▄▄▄▄▄▄▄▄▄▞▘▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▝▀▀▚▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄│ 0 W
└────────────────────────────────────────────────────────────────────────┘
2005-06-01 2005-06-01T12:00 2005-06-02
██ ⌁ Simulated Photovoltaic Power
Reading from external solar irradiance time series¶
pvgis-prototype power broadband \
8.627626 45.81223 200 166 35 \
--start-time '2005-06-01'\
--end-time '2005-06-02'\
-aou degrees\
--global-horizontal-irradiance sarah2_sis_over_esti_jrc.nc\
--direct-horizontal-irradiance sarah2_sid_over_esti_jrc.nc\
--neighbor-lookup nearest\
-vv \
--uniplot\
--terminal-width-fraction 0.46
Power series [W]
Time Power ⌁ Power ⌁ without Loss Sun-Horizon ⛰ Shading state 🮞 In-shade 🮞 Horizon ⛰ Visible 👁
─────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────
2005-06-01 00:00:00 0.0 0.0 Below In-shade True 0.0 False
2005-06-01 01:00:00 0.0 0.0 Below In-shade True 0.0 False
2005-06-01 02:00:00 0.0 0.0 Below In-shade True 0.0 False
2005-06-01 03:00:00 0.0 0.0 Below In-shade True 0.0 False
2005-06-01 04:00:00 0.0 0.0 Above Potentially-sunlit False 0.0 True
2005-06-01 05:00:00 55.492 64.525 Above Sunlit False 0.0 True
2005-06-01 06:00:00 80.732 93.874 Above Sunlit False 0.0 True
2005-06-01 07:00:00 228.368 265.544 Above Sunlit False 0.0 True
2005-06-01 08:00:00 230.805 268.378 Above Sunlit False 0.0 True
2005-06-01 09:00:00 346.619 403.046 Above Sunlit False 0.0 True
2005-06-01 10:00:00 348.955 405.761 Above Sunlit False 0.0 True
2005-06-01 11:00:00 727.579 846.022 Above Sunlit False 0.0 True
2005-06-01 12:00:00 705.562 820.421 Above Sunlit False 0.0 True
2005-06-01 13:00:00 613.404 713.261 Above Sunlit False 0.0 True
2005-06-01 14:00:00 479.856 557.972 Above Sunlit False 0.0 True
2005-06-01 15:00:00 369.152 429.247 Above Sunlit False 0.0 True
2005-06-01 16:00:00 217.223 252.585 Above Sunlit False 0.0 True
2005-06-01 17:00:00 71.11 82.685 Above Sunlit False 0.0 True
2005-06-01 18:00:00 45.27 52.64 Above Sunlit False 0.0 True
2005-06-01 19:00:00 0.0 0.0 Low angle Potentially-sunlit False 0.0 True
2005-06-01 20:00:00 0.0 0.0 Below In-shade True 0.0 False
2005-06-01 21:00:00 0.0 0.0 Below In-shade True 0.0 False
2005-06-01 22:00:00 0.0 0.0 Below In-shade True 0.0 False
2005-06-01 23:00:00 0.0 0.0 Below In-shade True 0.0 False
2005-06-02 00:00:00 0.0 0.0 Below In-shade True 0.0 False
⅀ / μ 4520.127 5255.961
╭─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╮ ╭──────────────────────────────────────────────────────╮
│ Location Longitude ϑ, Latitude ϕ = 8.628, 45.812, Elevation: 200.0 m │ │ ⌁ Power ⛰ Horizon 👁 Visible │
│ Position Surface Orientation ↻: 2.897, Surface Tilt ⦥: 0.611 Angular units radians │ │ - Loss ↻ Orientation 🮞 Shading │
│ Definitions UTC, Incidence angle: Sun-Vector-to-Surface-Plane, Sun-to-Horizon: ['Below', 'Above', 'Low angle'] │ │ ⏲ Timing ⦥ Tilt ⅀ N-ary Summation │
│ Algorithms Shading : PVGIS, Shading states : ['all'] │ │ ⯐ Positioning ⭸ Incidence μ Mean │
╰───────────────────────────────────────────────────────────────────────────────────────────────────── Reference ─╯ ╰───────────────────────────────────────────── Legend ─╯
Uniplot
Power observed from (longitude, latitude) 8.627626, 45.81223
┌────────────────────────────────────┐
│ ▞▄▖ │
│ ▌ ▚ │
│ ▌ ▌ │
│ ▗▘ ▐ │
│ ▐ ▌ │
│ ▐ ▐ │ 500 W
│ ▌ ▌ │
│ ▌ ▝▖ │
│ ▗▄▌ ▚ │
│ ▌ ▝▖ │
│ ▐ ▌ │
│ ▗▄▌ ▐ │
│ ▌ ▌ │
│ ▐ ▐ │
│ ▌ ▝▖ │
│ ▞▀ ▀▚▖ │
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└────────────────────────────────────┘
2005-06-01 2005-06-02
██ ⌁ Photovoltaic Power
Analysis of Performance¶
Let's take a year of data
pvgis-prototype power broadband \
8.628 45.812 214 180 0.1 \
--start-time '2013-01-01' \
--end-time '2013-12-31' \
--global-horizontal-irradiance sarah2_sis_over_esti_jrc.nc \
--direct-horizontal-irradiance sarah2_sid_over_esti_jrc.nc \
--spectral-factor-series spectral_effect_cSi_over_esti_jrc.nc \
--temperature-series era5_t2m_over_esti_jrc.nc \
--wind-speed-series era5_ws2m_over_esti_jrc.nc
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We can silence the numerical output and plot instead the time series
pvgis-prototype power broadband \
8.628 45.812 214 180 0.1 \
--start-time '2013-01-01' \
--end-time '2013-12-31' \
--global-horizontal-irradiance sarah2_sis_over_esti_jrc.nc \
--direct-horizontal-irradiance sarah2_sid_over_esti_jrc.nc \
--spectral-factor-series spectral_effect_cSi_over_esti_jrc.nc \
--temperature-series era5_t2m_over_esti_jrc.nc \
--wind-speed-series era5_ws2m_over_esti_jrc.nc \
--quiet \
--uniplot
Uniplot
Power observed from (longitude, latitude) 0.15058700786207074, 0.7995702369236423
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│ ▗▐████████▐██▌████████████████████████████████████▌ ██▌▐ ███ ▗▖ │
│▗▄▖▐▐████████▐███████████████████████████████████████▙ ██▌▐▐███ ▐██▙▄▖▗▄│
│▟█▌▐▐████████▐████████████████████████████████████████▟██▌▐████▖▐████▌▐█│
│██▙▟▐█████████████████████████████████████████████████████▐████▌▟████▌▟█│
│████▐█████████████████████████████████████████████████████▐████▌████████│
│████▟█████████████████████████████████████████████████████▟█████████████│
│████████████████████████████████████████████████████████████████████████│
│████████████████████████████████████████████████████████████████████████│ 0 W
└────────────────────────────────────────────────────────────────────────┘
2013-01 2013-04 2013-07 2013-10
██ ⌁ Photovoltaic Power
In order to run a photovoltaic performance analysis, we can replace the command power with performance
pvgis-prototype performance broadband \
8.628 45.812 214 180 0.1 \
--start-time '2013-01-01' \
--end-time '2013-12-31' \
--global-horizontal-irradiance sarah2_sis_over_esti_jrc.nc \
--direct-horizontal-irradiance sarah2_sid_over_esti_jrc.nc \
--spectral-factor-series spectral_effect_cSi_over_esti_jrc.nc \
--temperature-series era5_t2m_over_esti_jrc.nc \
--wind-speed-series era5_ws2m_over_esti_jrc.nc \
--quiet \
--uniplot
/spacetime/pvgis/pvgis-prototype-public/.pvgis-prototype-public-uv_virtual_environment/lib/python3.11/site-packages/sparklines/sparklines.py:33: UserWarning: Found negative value(s): -3698.212890625, -2809.39111328125, -2559.71337890625, -2653.4248046875, -3572.68212890625, -3756.3212890625, -4116.46875, -3377.832763671875, -1695.189453125, -3497.95654296875, -4975.505859375. While not forbidden, the output will look unexpected.
warnings.warn(msg)
╭───────────────────────────────────────────────────────────────╮ ╭───────────────────────────────────────────────────╮ ╭────────────────────────────────────────────╮
│ Latitude Longitude Elevation Orientation Tilt Unit │ │ Start Every End Zone │ │ Tech Peak-Power Mount Type │
│ 0.8 0.151 214.0 3.142 0.002 radians │ │ 2013-01-01 00:00 - 2013-12-31 00:00 UTC │ │ cSi 1.0 Peak Power Unit Free standing │
╰─────────────────────────────────────────────── Solar Surface ─╯ ╰───────────────────────────────────────────────────╯ ╰──────────────────────────────── PV Module ─╯
╭─────────────────────────────────────────────────────────── Analysis of Performance ────────────────────────────────────────────────────────────╮
│ │
│ Quantity Total Unit % of Monthly Sums Mean Unit Variability Source │
│ ──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────── │
│ In-Plane Irradiance 1337.4 ㎾/m² ▁▂▃▄▅▇█▇▄▁▁▁ 152.6 W/m² │
│ │
│ Reflectivity -40.7 ㎾/m² -3.0 In-Plane Irradiance ▃▄▆▆▆▄▄▃▄█▄▁ -4.7 W/m² 7.6 │
│ Irradiance After Reflectivity 1296.6 ㎾/m² 108.1 ㎾/m² │
│ │
│ Spectral effect +10.9 ㎾/m² +0.8 In-Plane Irradiance ▆▆▇▆▇▄▁▄▆█▆▄ 1.3 2.0 │
│ Effective Irradiance 1307.5 ㎾/m² 108.1 ㎾/m² │
│ │
│ Temperature & Low Irradiance Effect -109.9 ㎾/m² -8.4 Effective Irradiance -107.9 ㎾/m² │
│ Power ⌁ without Loss 1197.6 ㎾ ▁▂▃▄▆██▇▅▂▁▁ 136.6 W 190.9 │
│ │
│ System Loss -167.7 ㎾ -14.0 Power ⌁ without Loss -13.9 ㎾ │
│ Power ⌁ 1030.0 ㎾ ▁▂▃▄▆██▇▅▂▁▁ 117.5 W 164.2 │
│ │
│ Energy 🔌 1030.0 ㎾h 117.5 Wh │
│ Net Effect -307.4 ㎾/m² -23.0 In-Plane Irradiance -35.1 W/m² │
│ │
╰────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯
Uniplot
Power
┌────────────────────────────────────────────────────────────────────────┐
│ ▗▙ ▗ │
│ ▗▐▌ ▟███▌▙█▐▄▄▖ │
│ ▗▄▖▐ ██▌▌███████▟██████▙▐▄▄▖ │
│ ▗▗▖▗▌▐█▌▟ ██▌▌███████████████▐███▌▙▗▖ │
│ ▐▐▌█▌▐███▄██▌▌███████████████▐█████▟▌▟ │
│ ▄▐▐▟▌█▌▐██████▌▌███████████████▐█████████ │ 500 W
│ ▖▖▐█▐██▌█▌███████▌████████████████▐█████████ ▐▗▖ │
│ ▗▟▌▌▟█▐██▌█▙██████████████████████████████████ ▐█▌ │
│ ▄███▌██▐██▌████████████████████████████████████▌ ▐█▌▗ ▟▄▖ │
│ ▗▐████████▐██▌████████████████████████████████████▌ ██▌▐ ███ ▗▖ │
│▗▄▖▐▐████████▐███████████████████████████████████████▙ ██▌▐▐███ ▐██▙▄▖▗▄│
│▟█▌▐▐████████▐████████████████████████████████████████▟██▌▐████▖▐████▌▐█│
│██▙▟▐█████████████████████████████████████████████████████▐████▌▟████▌▟█│
│████▐█████████████████████████████████████████████████████▐████▌████████│
│████▟█████████████████████████████████████████████████████▟█████████████│
│████████████████████████████████████████████████████████████████████████│
│████████████████████████████████████████████████████████████████████████│ 0 W
└────────────────────────────────────────────────────────────────────────┘
2013-01 2013-04 2013-07 2013-10
██ ⌁ Photovoltaic Power