Place Equipment (Solar) 20180712-1400 20181029-1518

Run this computational tool to place the following components of a solar microgrid:

  • Solar Panels
  • Street Lamps
  • Power Meters
  • Wifi Routers
  • Wide Poles

Relevant Industries

  • Energy > Microgrid > Renewable

Target Applications

  • Microgrid Site Design

Pricing Notes

  • Pricing is on a per-site basis.
  • Please contact billing@crosscompute.com for special rates.

Usage Notes

  • Choose a sufficient amount of memory and time to run the algorithm.
  • The algorithm is also available as an API for easier automation and integration into your workflow.

Acknowledgments

Thank you to the following groups that made this work possible:

Geography

The algorithm expects an attribute called demand or demand_in_kwh_per_day for each customer (see Electricity).

  • Customers must be polygons or points.
  • Batteries must be points.
  • Poles must be points.
  • Distribution lines must be lines.
Upload
iddemand_in_kwh_per_day
8.07.0
6.08.0
0
9.08.0
3
5.03.0
2
7.05.0
4
1
Upload
rankdemand_in_kwh_per_day
136
Upload
idcustomer_countdemand_in_kwh_per_day
6.02.015.0
9
10
11
12
13
0.01.01.0
14
15
16
5.01.03.0
3.01.01.0
17
8.01.08.0
19
18
20
21
22
23
2.01.01.0
24
7.01.05.0
4.01.01.0
25
26
27
28
29
1.01.01.0
Upload
idpole1_idpole2_idlength_in_meters
10.09.06.0130.648739175483
9.010.09.0130.648739177144
8.011.010.0130.648739175483
7.012.011.0130.648739175483
6.013.012.0130.648739177144
5.00.013.0130.648739175483
4.014.00.0142.540562937649
3.015.014.0142.540562936872
0.016.015.0142.540562937649
2.016.019.0105.788766820174
1.016.021.0142.540562936872
17.017.03.0107.30750013732599
16.08.017.0107.30750013732599
13.019.05.0139.690576744329
15.018.08.0106.367632671292
14.020.018.0106.36763267309799
11.021.020.0106.367632671292
12.021.022.0136.146671810237
18.022.023.0136.146671810843
19.023.07.0136.146671810237
23.02.024.076.5792823162697
20.024.07.076.5792823162697
21.07.025.0135.613517955
22.04.07.0144.072970654665
24.025.026.0135.613517954972
25.026.027.0135.613517954524
26.027.028.0135.613517955
27.028.029.0135.613517954972
28.029.01.0135.613517955

Electricity

Layout

Anyone with the link

Pay Tool Creator: Roy Hyunjin Han37500
Set Visibility: Hidden0
Total0
Description
Distribution Line
Pole
Pole
Pole
Pole
Pole
Pole
Pole
Pole
Pole
Pole
Pole
Pole
Pole
Pole
Pole
Pole
Pole
Pole
Battery
Pole
Pole
Pole
Pole
Pole
Pole
Pole
Pole
Pole
Pole
Pole
Pole
  • Obstacles where Poles cannot be Placed (Orange)
  • Obstacles where Lines cannot be Placed (Red)
  • Battery (Brown)
  • Distribution Lines (Dark Green)
  • Service Drop Lines (Yellow Green)

Service Drop Lines

10
9

Distribution Lines

idcustomer_countdemand_in_kwh_per_daybattery_distance_in_metershas_panelhas_lamphas_meterhas_routerhas_endhas_cornertype_id
62.015.01354.054686806649FalseFalseTrueFalseTrueFalsewide
91223.405947629503FalseFalseFalseFalseFalseFalsetall
101092.757208455658FalseTrueTrueTrueFalseFalsetall
11962.1084692801484FalseFalseFalseFalseFalseFalsetall
12831.4597301020527FalseFalseFalseTrueFalseFalsetall
13700.8109909254367FalseFalseFalseFalseFalseFalsetall
01.01.0570.1622517504285FalseFalseTrueTrueFalseTruewide
14427.62168881600195FalseFalseFalseFalseFalseFalsetall
15285.08112587417537FalseFalseFalseTrueFalseFalsetall
16142.54056293916295TrueFalseFalseFalseFalseTruewide
51.03.0388.0199065001526FalseFalseTrueFalseTrueFalsewide
31.01.0533.7178982907293FalseTrueTrueFalseTrueFalsewide
17426.41039815345215FalseFalseFalseFalseFalseFalsetall
81.08.0319.1028980160774FalseFalseTrueTrueFalseFalsetall
19248.32932975726555FalseFalseFalseFalseFalseTruewide
18212.73526534503517FalseFalseFalseFalseFalseFalsetall
20106.36763267114836TrueFalseFalseTrueFalseFalsewide
210.0TrueTrueTrueFalseFalseTruewide
22136.14667180550666TrueFalseFalseFalseFalseFalsewide
23272.29334361590753FalseFalseFalseTrueFalseFalsetall
21.01.0561.5985800624183FalseFalseTrueFalseTrueFalsewide
24485.01929774754274FalseFalseFalseFalseFalseFalsetall
71.05.0408.4400154298788FalseFalseTrueTrueFalseTruewide
41.01.0552.5129860845439FalseFalseTrueFalseTrueFalsewide
25544.0535333863144FalseFalseFalseFalseFalseFalsetall
26679.6670513372911FalseFalseFalseTrueFalseFalsetall
27815.2805692914494FalseFalseFalseFalseFalseFalsetall
28950.8940872509236FalseFalseFalseTrueFalseFalsetall
291086.5076052083157FalseFalseFalseFalseFalseFalsetall
11.01.01222.1211231593488FalseTrueTrueFalseTrueFalsewide
21
idcustomer_countdemand_in_kwh_per_daybattery_distance_in_metershas_panelhas_lamphas_meterhas_routerhas_endhas_cornertype_idwkt
01.01.0570.1622517504285FalseFalseTrueTrueFalseTruewidePOINT (120.1072169199561 -10.17313878894434)
11.01.01222.1211231593488FalseTrueTrueFalseTrueFalsewidePOINT (120.122711771108 -10.17046741765571)
21.01.0561.5985800624183FalseFalseTrueFalseTrueFalsewidePOINT (120.1149522362295 -10.17102050831985)
31.01.0533.7178982907293FalseTrueTrueFalseTrueFalsewidePOINT (120.1112510552763 -10.1663771622578)
41.01.0552.5129860845439FalseFalseTrueFalseTrueFalsewidePOINT (120.1159125513683 -10.17352617743832)
51.03.0388.0199065001526FalseFalseTrueFalseTrueFalsewidePOINT (120.1110089314117 -10.17343308602651)
62.015.01354.054686806649FalseFalseTrueFalseTrueFalsewidePOINT (120.1040339090819 -10.16679864550814)
71.05.0408.4400154298788FalseFalseTrueTrueFalseTruewidePOINT (120.1155225947888 -10.1722833847654)
81.08.0319.1028980160774FalseFalseTrueTrueFalseFalsetallPOINT (120.1112604581203 -10.16831581630062)
91223.405947629503FalseFalseFalseFalseFalseFalsetallPOINT (120.1045644039963 -10.16785533597033)
101092.757208455658FalseTrueTrueTrueFalseFalsetallPOINT (120.1050949016691 -10.16891202647711)
11962.1084692801484FalseFalseFalseFalseFalseFalsetallPOINT (120.105625402101 -10.16996871702818)
12831.4597301020527FalseFalseFalseTrueFalseFalsetallPOINT (120.1061559052925 -10.17102540762325)
13700.8109909254367FalseFalseFalseFalseFalseFalsetallPOINT (120.106686411244 -10.17208209826208)
14427.62168881600195FalseFalseFalseFalseFalseFalsetallPOINT (120.1084110309789 -10.17263045381906)
15285.08112587417537FalseFalseFalseTrueFalseFalsetallPOINT (120.1096051392143 -10.17212211327105)
16142.54056293916295TrueFalseFalseFalseFalseTruewidePOINT (120.1107992446619 -10.17161376730091)
17426.41039815345215FalseFalseFalseFalseFalseFalsetallPOINT (120.1112557570951 -10.16734648930028)
18212.73526534503517FalseFalseFalseFalseFalseFalsetallPOINT (120.1115047538092 -10.16924568267532)
19248.32932975726555FalseFalseFalseFalseFalseTruewidePOINT (120.1115011416419 -10.17226925186664)
20106.36763267114836TrueFalseFalseTrueFalseFalsewidePOINT (120.1117490502096 -10.17017554921159)
210.0TrueTrueTrueFalseFalseTruewidePOINT (120.1119933473216 -10.17110541590934)
22136.14667180550666TrueFalseFalseFalseFalseFalsewidePOINT (120.1131697592098 -10.17149807564676)
23272.29334361590753FalseFalseFalseTrueFalseFalsetallPOINT (120.1143461750323 -10.17189073193229)
24485.01929774754274FalseFalseFalseFalseFalseFalsetallPOINT (120.1152374150868 -10.17165194652327)
25544.0535333863144FalseFalseFalseFalseFalseFalsetallPOINT (120.1167207936224 -10.17198073613315)
26679.6670513372911FalseFalseFalseTrueFalseFalsetallPOINT (120.1179189913444 -10.1716780824793)
27815.2805692914494FalseFalseFalseFalseFalseFalsetallPOINT (120.1191171879544 -10.17137542380425)
28950.8940872509236FalseFalseFalseTrueFalseFalsetallPOINT (120.120315383452 -10.17107276010837)
291086.5076052083157FalseFalseFalseFalseFalseFalsetallPOINT (120.1215135778367 -10.17077009139206)

Equipment

idcustomer_countdemand_in_kwh_per_daybattery_distance_in_metershas_panelhas_lamphas_meterhas_routerhas_endhas_cornertype_id
16142.54056293916295TrueFalseFalseFalseFalseTruewide
20106.36763267114836TrueFalseFalseTrueFalseFalsewide
210.0TrueTrueTrueFalseFalseTruewide
22136.14667180550666TrueFalseFalseFalseFalseFalsewide
4
idcustomer_countdemand_in_kwh_per_daybattery_distance_in_metershas_panelhas_lamphas_meterhas_routerhas_endhas_cornertype_id
101092.757208455658FalseTrueTrueTrueFalseFalsetall
31.01.0533.7178982907293FalseTrueTrueFalseTrueFalsewide
210.0TrueTrueTrueFalseFalseTruewide
11.01.01222.1211231593488FalseTrueTrueFalseTrueFalsewide
4
idcustomer_countdemand_in_kwh_per_daybattery_distance_in_metershas_panelhas_lamphas_meterhas_routerhas_endhas_cornertype_id
62.015.01354.054686806649FalseFalseTrueFalseTrueFalsewide
101092.757208455658FalseTrueTrueTrueFalseFalsetall
01.01.0570.1622517504285FalseFalseTrueTrueFalseTruewide
51.03.0388.0199065001526FalseFalseTrueFalseTrueFalsewide
31.01.0533.7178982907293FalseTrueTrueFalseTrueFalsewide
81.08.0319.1028980160774FalseFalseTrueTrueFalseFalsetall
210.0TrueTrueTrueFalseFalseTruewide
21.01.0561.5985800624183FalseFalseTrueFalseTrueFalsewide
71.05.0408.4400154298788FalseFalseTrueTrueFalseTruewide
41.01.0552.5129860845439FalseFalseTrueFalseTrueFalsewide
11.01.01222.1211231593488FalseTrueTrueFalseTrueFalsewide
11
idcustomer_countdemand_in_kwh_per_daybattery_distance_in_metershas_panelhas_lamphas_meterhas_routerhas_endhas_cornertype_id
101092.757208455658FalseTrueTrueTrueFalseFalsetall
12831.4597301020527FalseFalseFalseTrueFalseFalsetall
01.01.0570.1622517504285FalseFalseTrueTrueFalseTruewide
15285.08112587417537FalseFalseFalseTrueFalseFalsetall
81.08.0319.1028980160774FalseFalseTrueTrueFalseFalsetall
20106.36763267114836TrueFalseFalseTrueFalseFalsewide
23272.29334361590753FalseFalseFalseTrueFalseFalsetall
71.05.0408.4400154298788FalseFalseTrueTrueFalseTruewide
26679.6670513372911FalseFalseFalseTrueFalseFalsetall
28950.8940872509236FalseFalseFalseTrueFalseFalsetall
10
idcustomer_countdemand_in_kwh_per_daybattery_distance_in_metershas_panelhas_lamphas_meterhas_routerhas_endhas_cornertype_id
62.015.01354.054686806649FalseFalseTrueFalseTrueFalsewide
01.01.0570.1622517504285FalseFalseTrueTrueFalseTruewide
16142.54056293916295TrueFalseFalseFalseFalseTruewide
51.03.0388.0199065001526FalseFalseTrueFalseTrueFalsewide
31.01.0533.7178982907293FalseTrueTrueFalseTrueFalsewide
19248.32932975726555FalseFalseFalseFalseFalseTruewide
20106.36763267114836TrueFalseFalseTrueFalseFalsewide
210.0TrueTrueTrueFalseFalseTruewide
22136.14667180550666TrueFalseFalseFalseFalseFalsewide
21.01.0561.5985800624183FalseFalseTrueFalseTrueFalsewide
71.05.0408.4400154298788FalseFalseTrueTrueFalseTruewide
41.01.0552.5129860845439FalseFalseTrueFalseTrueFalsewide
11.01.01222.1211231593488FalseTrueTrueFalseTrueFalsewide
13

Algorithm

0.05754685401916504
0.40996766090393066
3.4792490005493164
Download
12.250702381134033