Design Microgrid (Solar) 20180603-0800 Default

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

  • Service Drop Poles
  • Service Drop Lines
  • Distribution Poles
  • Distribution Lines
  • Battery
  • Solar Panels
  • Street Lamps
  • Power Meters
  • Wifi Routers
  • Wide Poles

The algorithm makes the following optimizations:

  • Place distribution poles near roads when it is more cost effective to do so.
  • Avoid pole obstacles when placing service drop poles and distribution poles.
  • Avoid line obstacles when placing service drop line and distribution line.

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.
  • You can influence the algorithm to put more distribution poles near roads by increasing Off Road Cost Multiplier.
  • 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).

Upload
iddemand_in_kwh_per_day
20.09.0
29
11
16.08.0
8.07.0
27
32.03.0
22
19.09.0
6.08.0
21
12
18.02.0
0
10
46.07.0
9.08.0
3
13
30
5.03.0
45.09.0
47.01.0
40
48.03.0
14
38
42
31
2
28
43.04.0
41
49.06.0
23
7.05.0
44.09.0
4
39
26
33.02.0
25
24
34.03.0
15.02.0
17.05.0
35.05.0
36.07.0
37
1
Upload
id
3
2
1
0
Upload
id
0
Upload
id
1
0
2

Electricity

Layout

Cost

Anyone with the link

Pay Tool Creator: Roy Hyunjin Han125000
Set Visibility: Hidden0
Total0
Description
Distribution Line
Service Drop Line
Obstacles where Poles Cannot be Placed
Obstacles where Lines Cannot be Placed
Battery
  • 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)
21
26
1909.561640331768
4986.688708785709
DescriptionNameValue
Cost of one service drop poledrop_pole_cost_per_pole100
Number of service drop polesdrop_pole_count21
Number of service drop poles that are off roaddrop_pole_off_road_count20
Percent of service drop poles that are off roaddrop_pole_off_road_percent96
Penalty for service drop poles located off roaddrop_pole_off_road_penalty0
Cost of service drop poles excluding off road penaltydrop_pole_raw_cost2100
Cost of service drop poles including off road penaltydrop_pole_cost2100
Cost per meter of service drop linedrop_line_cost_per_meter10
Length of service drop line in metersdrop_line_length1910
Cost of service drop linesdrop_line_cost19096
Cost of one distribution poledistribution_pole_cost_per_pole200
Number of distribution polesdistribution_pole_count26
Number of distribution poles that are off roaddistribution_pole_off_road_count26
Percent of distribution poles that are off roaddistribution_pole_off_road_percent100
Penalty for distribution poles located off roaddistribution_pole_off_road_penalty0
Cost of distribution poles excluding off road penaltydistribution_pole_raw_cost5200
Cost of distribution poles including off road penaltydistribution_pole_cost5200
Cost per meter of distribution linedistribution_line_cost_per_meter20
Length of distribution line in metersdistribution_line_length4987
Cost of distribution linesdistribution_line_cost99734
Cost of service drop poles and lines excluding off road penaltydrop_pole_and_line_raw_cost21196
Cost of service drop poles and lines including off road penaltydrop_pole_and_line_cost21196
Cost of distribution poles and lines excluding off road penaltydistribution_pole_and_line_raw_cost104934
Cost of distribution poles and lines including off road penaltydistribution_pole_and_line_cost104934
Cost of poles and lines excluding off road penaltypole_and_line_raw_cost126130
Cost of poles and lines including off road penaltypole_and_line_cost126130

Service Drop Lines

idpole_idcustomer_idlength_in_meters
35.011.020.05.01835946255228
37.012.029.043.09861824176271
36.012.022.043.296050493445016
18.06.011.057.09574384443866
19.06.016.048.06894496921733
17.06.08.057.12294536537952
20.06.019.023.113501403988266
16.06.06.033.30530454829915
42.016.032.024.599359444936447
41.016.027.024.69422380752308
39.014.021.05.022651943236468
24.08.012.072.7135695739902
25.08.018.020.260973158911234
23.08.010.072.693579186765
0.00.00.05.044127177672479
38.013.046.05.028702499428388
21.07.09.019.30254372079482
22.07.030.019.440198938375765
15.05.05.05.0218063080774735
8.03.013.065.90405144235237
7.03.03.037.86921782662249
9.03.045.066.00131763917385
46.018.047.041.61901106307421
45.018.040.041.56309614588933
26.09.014.056.66121516141858
29.09.038.027.599281048837465
30.09.042.056.534422403368474
28.09.031.018.51225347885148
27.09.028.057.02437218183513
5.02.048.071.6319212636091
2.02.02.022.42386508780569
4.02.043.012.618287260048893
3.02.041.053.17338699925513
6.02.049.071.89639415893298
44.017.023.057.29715027568935
43.017.07.057.62487087320121
48.019.044.013.79400258367948
47.019.04.013.907309826137755
14.04.039.062.599161216881726
12.04.026.065.18542241883921
13.04.033.040.82158381373922
11.04.025.064.88611016601469
10.04.024.027.774372814364433
49.020.034.031.82564237631439
31.010.015.057.519060156232484
32.010.017.032.530993783338396
33.010.035.031.129716222379987
34.010.036.057.65136943378434
40.015.037.05.022120524509625
1.01.01.05.019456596792423
50
21
5.01835946255228
72.71356957399021
1909.561640331768
idpole_idcustomer_idlength_in_meterswkt
0005.044127177672479LINESTRING (120.1067098517868 -10.17271875945505, 120.1066861233487 -10.17275779186248)
1115.019456596792423LINESTRING (120.1227017347072 -10.17057656610428, 120.122686385191 -10.17053384963384)
22222.42386508780569LINESTRING (120.1142442439317 -10.17142335701659, 120.1141222046301 -10.1712608363982)
324153.17338699925513LINESTRING (120.1142442439317 -10.17142335701659, 120.114641531577 -10.17114804053781)
424312.618287260048893LINESTRING (120.1142442439317 -10.17142335701659, 120.114359204562 -10.17141877748141)
524871.6319212636091LINESTRING (120.1142442439317 -10.17142335701659, 120.113811491863 -10.17093870135161)
624971.89639415893298LINESTRING (120.1142442439317 -10.17142335701659, 120.1148559946124 -10.17165677180053)
73337.86921782662249LINESTRING (120.1114587041448 -10.16639256869438, 120.1111294633982 -10.16649563477986)
831365.90405144235237LINESTRING (120.1114587041448 -10.16639256869438, 120.1110762429912 -10.16593339451144)
934566.00131763917385LINESTRING (120.1114587041448 -10.16639256869438, 120.1118309767146 -10.1668610088548)
1042427.774372814364433LINESTRING (120.1168795672783 -10.17309199037512, 120.117084284914 -10.17294429379115)
1142564.88611016601469LINESTRING (120.1168795672783 -10.17309199037512, 120.1167241101618 -10.17252644951133)
1242665.18542241883921LINESTRING (120.1168795672783 -10.17309199037512, 120.1164768289987 -10.17352504500718)
1343340.82158381373922LINESTRING (120.1168795672783 -10.17309199037512, 120.1165833476714 -10.17331527776671)
1443962.599161216881726LINESTRING (120.1168795672783 -10.17309199037512, 120.1164100213646 -10.17277047657848)
15555.0218063080774735LINESTRING (120.1111400377773 -10.17393079513244, 120.1111482977054 -10.17397541428678)
166633.30530454829915LINESTRING (120.103794082691 -10.16665956752748, 120.1040254116784 -10.16646466223675)
176857.12294536537952LINESTRING (120.103794082691 -10.16665956752748, 120.1038500047133 -10.16614654645507)
1861157.09574384443866LINESTRING (120.103794082691 -10.16665956752748, 120.1037372091573 -10.16717223869311)
1961648.06894496921733LINESTRING (120.103794082691 -10.16665956752748, 120.1038375062177 -10.16622748669858)
2061923.113501403988266LINESTRING (120.103794082691 -10.16665956752748, 120.1040036970922 -10.16668115490046)
217919.30254372079482LINESTRING (120.1109640195316 -10.16868036591288, 120.1109683634478 -10.16885467793386)
2273019.440198938375765LINESTRING (120.1109640195316 -10.16868036591288, 120.1110285721884 -10.16851681674849)
2381072.693579186765LINESTRING (120.1064574815992 -10.16503607014483, 120.1071166381098 -10.16510485222567)
2481272.7135695739902LINESTRING (120.1064574815992 -10.16503607014483, 120.1058044210717 -10.1649228487647)
2581820.260973158911234LINESTRING (120.1064574815992 -10.16503607014483, 120.1065629937415 -10.16518630250388)
2691456.66121516141858LINESTRING (120.1140002906305 -10.17508134330679, 120.1137183301159 -10.17551023466998)
2792857.02437218183513LINESTRING (120.1140002906305 -10.17508134330679, 120.1144748631337 -10.17487087394449)
2893118.51225347885148LINESTRING (120.1140002906305 -10.17508134330679, 120.1141058330666 -10.17521184919934)
2993827.599281048837465LINESTRING (120.1140002906305 -10.17508134330679, 120.1139296593351 -10.17532063446572)
3094256.534422403368474LINESTRING (120.1140002906305 -10.17508134330679, 120.1140770392762 -10.1745763432592)
31101557.519060156232484LINESTRING (120.1190976921702 -10.17142910912255, 120.1185871016772 -10.17154781484168)
32101732.530993783338396LINESTRING (120.1190976921702 -10.17142910912255, 120.1188146761641 -10.17151707977034)
33103531.129716222379987LINESTRING (120.1190976921702 -10.17142910912255, 120.1191019877883 -10.17171028204962)
34103657.65136943378434LINESTRING (120.1190976921702 -10.17142910912255, 120.1196088571503 -10.17130762492612)
3511205.01835946255228LINESTRING (120.1016200149109 -10.17053313505269, 120.1016471758129 -10.17049665355963)
36122243.296050493445016LINESTRING (120.1035911276322 -10.1724245865087, 120.1039438652368 -10.17260019727661)
37122943.09861824176271LINESTRING (120.1035911276322 -10.1724245865087, 120.1032361615062 -10.17225755621291)
3813465.028702499428388LINESTRING (120.1099868794159 -10.16567555869149, 120.1099410565177 -10.16567397674094)
3914215.022651943236468LINESTRING (120.1040400249393 -10.16607235989349, 120.1040763560389 -10.16604473890808)
4015375.022120524509625LINESTRING (120.1199767686961 -10.17256995920855, 120.1199460032858 -10.17253635680929)
41162724.69422380752308LINESTRING (120.1038529089425 -10.17074928940263, 120.1038513845075 -10.17052622624744)
42163224.599359444936447LINESTRING (120.1038529089425 -10.17074928940263, 120.1038483801417 -10.17097145543611)
4317757.62487087320121LINESTRING (120.1154518708836 -10.17223617408793, 120.1157331092468 -10.17179647746888)
44172357.29715027568935LINESTRING (120.1154518708836 -10.17223617408793, 120.1151954469264 -10.17178522539983)
45184041.56309614588933LINESTRING (120.1129940011233 -10.17681786981172, 120.1133242699168 -10.17663373139126)
46184741.61901106307421LINESTRING (120.1129940011233 -10.17681786981172, 120.1126750828164 -10.17702163097823)
4719413.907309826137755LINESTRING (120.1157106325837 -10.17390923752423, 120.1157733810214 -10.17380006723705)
48194413.79400258367948LINESTRING (120.1157106325837 -10.17390923752423, 120.1156464547552 -10.17401640075639)
49203431.82564237631439LINESTRING (120.1171236614599 -10.17318482608983, 120.117319582835 -10.17297275008094)

Distribution Lines

idcustomer_countdemand_in_kwh_per_daybattery_distance_in_metershas_panelhas_lamphas_meterhas_routerhas_endhas_cornertype_id
111.09.01592.1355515999976FalseTrueTrueFalseTrueFalsewide
211469.1065844551272FalseFalseFalseFalseFalseFalsetall
122.02.01533.746452387682FalseFalseTrueFalseFalseTruewide
221439.9120348489694FalseFalseFalseFalseFalseFalsetall
65.033.0893.2890859455204TrueTrueTrueFalseFalseFalsewide
231006.4862187862385FalseFalseFalseTrueFalseFalsetall
241119.6833516288198FalseFalseFalseFalseFalseFalsetall
251232.8804844695387FalseFalseFalseTrueFalseFalsetall
162.04.01346.077617310257FalseFalseTrueTrueFalseTruewide
141.01.0822.9094734198005TrueFalseTrueFalseFalseFalsewide
261648.2760104886138FalseFalseFalseTrueFalseFalsetall
27678.4637234226353TrueFalseFalseTrueFalseFalsewide
281762.8055685895756FalseFalseFalseFalseFalseFalsetall
83.04.0534.01797342547TrueTrueTrueFalseFalseFalsewide
01.01.01877.335126690508FalseTrueTrueFalseTrueFalsewide
29402.84801808889335TrueFalseFalseTrueFalseFalsewide
30271.6780627526641TrueFalseFalseFalseFalseFalsewide
131.07.0140.50810741608746TrueFalseTrueTrueFalseFalsewide
3150.566952512519634TrueFalseFalseFalseFalseFalsewide
72.09.0298.38357048864736TrueFalseTrueFalseFalseTruewide
51.03.01729.1301996310556FalseFalseTrueFalseTrueFalsewide
32168.87888643958783TrueFalseFalseTrueFalseFalsewide
33.011.039.374202392347065TrueTrueTrueFalseFalseTruewide
33416.07731847374544TrueFalseFalseTrueFalseFalsewide
341616.2761851595874FalseFalseFalseFalseFalseFalsetall
35533.7710664588435TrueTrueTrueFalseFalseFalsewide
182.02.01612.231135712187FalseFalseTrueFalseTrueFalsewide
361503.4221706887768FalseFalseFalseTrueFalseFalsetall
37651.4648144439417TrueFalseFalseTrueFalseFalsewide
381501.3996459647547FalseFalseFalseFalseFalseFalsetall
95.05.01390.5681562173081FalseTrueTrueFalseFalseTruewide
25.015.0769.1585624290396TrueFalseTrueFalseFalseFalsewide
39849.2176727976885TrueFalseFalseTrueFalseFalsewide
401276.5274658726896FalseFalseFalseTrueFalseFalsetall
172.06.0929.2767831663369FalseFalseTrueFalseFalseFalsetall
192.010.01162.4867755280707FalseFalseTrueFalseFalseFalsetall
411047.4218190072204FalseFalseFalseTrueFalseTruewide
45.06.01121.690108605289FalseTrueTrueFalseFalseFalsetall
201.03.01150.3653734178893FalseFalseTrueFalseFalseFalsetall
421221.7429742039333FalseFalseFalseFalseFalseFalsetall
431321.9344570746962FalseFalseFalseTrueFalseFalsetall
104.019.01505.1059006990224FalseTrueTrueFalseTrueFalsewide
441422.1259399463288FalseFalseFalseFalseFalseTruewide
151.01.01505.4487100741917FalseFalseTrueFalseFalseTruewide
451629.2805823605865FalseFalseFalseTrueFalseFalsetall
461753.1124546481244FalseFalseFalseFalseFalseFalsetall
11.01.01876.944326934519FalseTrueTrueFalseTrueFalsewide
26
idcustomer_countdemand_in_kwh_per_daybattery_distance_in_metershas_panelhas_lamphas_meterhas_routerhas_endhas_cornertype_idgeometry_layerwkt
01.01.01877.335126690508FalseTrueTrueFalseTrueFalsewideservice drop polePOINT (120.1067098517868 -10.17271875945505)
11.01.01876.944326934519FalseTrueTrueFalseTrueFalsewideservice drop polePOINT (120.1227017347072 -10.17057656610428)
25.015.0769.1585624290396TrueFalseTrueFalseFalseFalsewideservice drop polePOINT (120.1142442439317 -10.17142335701659)
33.011.039.374202392347065TrueTrueTrueFalseFalseTruewideservice drop polePOINT (120.1114587041448 -10.16639256869438)
45.06.01121.690108605289FalseTrueTrueFalseFalseFalsetallservice drop polePOINT (120.1168795672783 -10.17309199037512)
51.03.01729.1301996310556FalseFalseTrueFalseTrueFalsewideservice drop polePOINT (120.1111400377773 -10.17393079513244)
65.033.0893.2890859455204TrueTrueTrueFalseFalseFalsewideservice drop polePOINT (120.103794082691 -10.16665956752748)
72.09.0298.38357048864736TrueFalseTrueFalseFalseTruewideservice drop polePOINT (120.1109640195316 -10.16868036591288)
83.04.0534.01797342547TrueTrueTrueFalseFalseFalsewideservice drop polePOINT (120.1064574815992 -10.16503607014483)
95.05.01390.5681562173081FalseTrueTrueFalseFalseTruewideservice drop polePOINT (120.1140002906305 -10.17508134330679)
104.019.01505.1059006990224FalseTrueTrueFalseTrueFalsewideservice drop polePOINT (120.1190976921702 -10.17142910912255)
111.09.01592.1355515999976FalseTrueTrueFalseTrueFalsewideservice drop polePOINT (120.1016200149109 -10.17053313505269)
122.02.01533.746452387682FalseFalseTrueFalseFalseTruewideservice drop polePOINT (120.1035911276322 -10.1724245865087)
131.07.0140.50810741608746TrueFalseTrueTrueFalseFalsewideservice drop polePOINT (120.1099868794159 -10.16567555869149)
141.01.0822.9094734198005TrueFalseTrueFalseFalseFalsewideservice drop polePOINT (120.1040400249393 -10.16607235989349)
151.01.01505.4487100741917FalseFalseTrueFalseFalseTruewideservice drop polePOINT (120.1199767686961 -10.17256995920855)
162.04.01346.077617310257FalseFalseTrueTrueFalseTruewideservice drop polePOINT (120.1038529089425 -10.17074928940263)
172.06.0929.2767831663369FalseFalseTrueFalseFalseFalsetallservice drop polePOINT (120.1154518708836 -10.17223617408793)
182.02.01612.231135712187FalseFalseTrueFalseTrueFalsewideservice drop polePOINT (120.1129940011233 -10.17681786981172)
192.010.01162.4867755280707FalseFalseTrueFalseFalseFalsetallservice drop polePOINT (120.1157106325837 -10.17390923752423)
201.03.01150.3653734178893FalseFalseTrueFalseFalseFalsetallservice drop polePOINT (120.1171236614599 -10.17318482608983)
211469.1065844551272FalseFalseFalseFalseFalseFalsetalldistribution polePOINT (120.1027364610188 -10.17064121403175)
221439.9120348489694FalseFalseFalseFalseFalseFalsetalldistribution polePOINT (120.1037220189297 -10.17158693809491)
231006.4862187862385FalseFalseFalseTrueFalseFalsetalldistribution polePOINT (120.1038087904884 -10.16768199804162)
241119.6833516288198FalseFalseFalseFalseFalseFalsetalldistribution polePOINT (120.1038234974628 -10.16870442852554)
251232.8804844695387FalseFalseFalseTrueFalseFalsetalldistribution polePOINT (120.1038382036142 -10.16972685897921)
261648.2760104886138FalseFalseFalseTrueFalseFalsetalldistribution polePOINT (120.1046307007928 -10.1725226472912)
27678.4637234226353TrueFalseFalseTrueFalseFalsewidedistribution polePOINT (120.1052487547105 -10.16555421780028)
281762.8055685895756FalseFalseFalseFalseFalseFalsetalldistribution polePOINT (120.1056702755111 -10.17262070494002)
29402.84801808889335TrueFalseFalseTrueFalseFalsewidedistribution polePOINT (120.1076339448245 -10.16524923679942)
30271.6780627526641TrueFalseFalseFalseFalseFalsewidedistribution polePOINT (120.1088104107636 -10.16546239964839)
3150.566952512519634TrueFalseFalseFalseFalseFalsewidedistribution polePOINT (120.1107227907816 -10.16603406429823)
32168.87888643958783TrueFalseFalseTrueFalseFalsewidedistribution polePOINT (120.1112113632665 -10.16753646767494)
33416.07731847374544TrueFalseFalseTrueFalseFalsewidedistribution polePOINT (120.1117840701218 -10.16936611536549)
341616.2761851595874FalseFalseFalseFalseFalseFalsetalldistribution polePOINT (120.1120934524618 -10.17431431335405)
35533.7710664588435TrueTrueTrueFalseFalseFalsewidedistribution polePOINT (120.1126041243851 -10.17005186370059)
361503.4221706887768FalseFalseFalseTrueFalseFalsetalldistribution polePOINT (120.1130468700797 -10.17469782941227)
37651.4648144439417TrueFalseFalseTrueFalseFalsewidedistribution polePOINT (120.1134241823217 -10.17073761091777)
381501.3996459647547FalseFalseFalseFalseFalseFalsetalldistribution polePOINT (120.113497147461 -10.17594960734179)
39849.2176727976885TrueFalseFalseTrueFalseFalsewidedistribution polePOINT (120.1148480565581 -10.17182976590424)
401276.5274658726896FalseFalseFalseTrueFalseFalsetalldistribution polePOINT (120.1148554630071 -10.17449529197415)
411047.4218190072204FalseFalseFalseTrueFalseTruewidedistribution polePOINT (120.116209520641 -10.17299484984544)
421221.7429742039333FalseFalseFalseFalseFalseFalsetalldistribution polePOINT (120.1177350047888 -10.17296366619218)
431321.9344570746962FalseFalseFalseTrueFalseFalsetalldistribution polePOINT (120.1185466427643 -10.17254825159142)
441422.1259399463288FalseFalseFalseFalseFalseTruewidedistribution polePOINT (120.11935827905 -10.17213283438708)
451629.2805823605865FalseFalseFalseTrueFalseFalsetalldistribution polePOINT (120.1208850941435 -10.17190549842262)
461753.1124546481244FalseFalseFalseFalseFalseFalsetalldistribution polePOINT (120.1217934161472 -10.17124103405436)
idpole1_idpole2_idlength_in_meters
0.011.021.0123.02896714487021
1.021.016.0123.02896714487021
27.012.026.0114.52955810093228
26.022.012.093.83441753871237
7.06.014.070.3796125257197
6.023.06.0113.19713284071831
5.024.023.0113.19713284258113
4.025.024.0113.19713284071898
3.016.022.093.83441753871237
2.016.025.0113.19713284071831
8.014.027.0144.4457499971653
28.026.028.0114.52955810096128
9.027.08.0144.4457499971653
29.028.00.0114.52955810093228
10.08.029.0131.16995533657666
11.029.030.0131.16995533622924
12.030.013.0131.16995533657666
13.013.031.089.9411549035678
14.031.03.089.94115490440103
17.07.033.0117.69374798509804
30.05.034.0112.85401447146864
16.032.07.0129.50468404905962
15.03.032.0129.50468404724072
18.033.035.0117.69374798509804
31.034.036.0112.85401447081037
19.035.037.0117.69374798509804
32.036.09.0112.85401447146864
20.037.02.0117.69374798509804
35.038.018.0110.83148974743244
33.09.038.0110.83148974744671
21.02.039.080.05911036864875
22.039.017.080.05911036864875
34.040.09.0114.04069034461881
23.017.041.0118.14503584088342
36.019.040.0114.04069034461881
24.041.019.0115.06495652085025
25.04.041.074.26828959806849
42.020.04.028.67526481260025
41.042.020.071.37760078604404
40.043.042.0100.191482870763
37.044.043.0100.19148287163263
38.044.010.082.9799607526936
39.044.015.083.32277012786287
43.015.045.0123.83187228639477
44.045.046.0123.8318722875377
45.046.01.0123.83187228639477
28.67526481260025
144.4457499971653
4986.688708785709
idpole1_idpole2_idlength_in_meterswkt
01121123.02896714487021LINESTRING (120.1016200149109 -10.17053313505269, 120.1027364610188 -10.17064121403175)
12116123.02896714487021LINESTRING (120.1027364610188 -10.17064121403175, 120.1038529089425 -10.17074928940263)
21625113.19713284071831LINESTRING (120.1038529089425 -10.17074928940263, 120.1038382036142 -10.16972685897921)
3162293.83441753871237LINESTRING (120.1038529089425 -10.17074928940263, 120.1037220189297 -10.17158693809491)
42524113.19713284071898LINESTRING (120.1038382036142 -10.16972685897921, 120.1038234974628 -10.16870442852554)
52423113.19713284258113LINESTRING (120.1038234974628 -10.16870442852554, 120.1038087904884 -10.16768199804162)
6236113.19713284071831LINESTRING (120.1038087904884 -10.16768199804162, 120.103794082691 -10.16665956752748)
761470.3796125257197LINESTRING (120.103794082691 -10.16665956752748, 120.1040400249393 -10.16607235989349)
81427144.4457499971653LINESTRING (120.1040400249393 -10.16607235989349, 120.1052487547105 -10.16555421780028)
9278144.4457499971653LINESTRING (120.1052487547105 -10.16555421780028, 120.1064574815992 -10.16503607014483)
10829131.16995533657666LINESTRING (120.1064574815992 -10.16503607014483, 120.1076339448245 -10.16524923679942)
112930131.16995533622924LINESTRING (120.1076339448245 -10.16524923679942, 120.1088104107636 -10.16546239964839)
123013131.16995533657666LINESTRING (120.1088104107636 -10.16546239964839, 120.1099868794159 -10.16567555869149)
13133189.9411549035678LINESTRING (120.1099868794159 -10.16567555869149, 120.1107227907816 -10.16603406429823)
1431389.94115490440103LINESTRING (120.1107227907816 -10.16603406429823, 120.1114587041448 -10.16639256869438)
15332129.50468404724072LINESTRING (120.1114587041448 -10.16639256869438, 120.1112113632665 -10.16753646767494)
16327129.50468404905962LINESTRING (120.1112113632665 -10.16753646767494, 120.1109640195316 -10.16868036591288)
17733117.69374798509804LINESTRING (120.1109640195316 -10.16868036591288, 120.1117840701218 -10.16936611536549)
183335117.69374798509804LINESTRING (120.1117840701218 -10.16936611536549, 120.1126041243851 -10.17005186370059)
193537117.69374798509804LINESTRING (120.1126041243851 -10.17005186370059, 120.1134241823217 -10.17073761091777)
20372117.69374798509804LINESTRING (120.1134241823217 -10.17073761091777, 120.1142442439317 -10.17142335701659)
2123980.05911036864875LINESTRING (120.1142442439317 -10.17142335701659, 120.1148480565581 -10.17182976590424)
22391780.05911036864875LINESTRING (120.1148480565581 -10.17182976590424, 120.1154518708836 -10.17223617408793)
231741118.14503584088342LINESTRING (120.1154518708836 -10.17223617408793, 120.116209520641 -10.17299484984544)
244119115.06495652085025LINESTRING (120.116209520641 -10.17299484984544, 120.1157106325837 -10.17390923752423)
2544174.26828959806849LINESTRING (120.1168795672783 -10.17309199037512, 120.116209520641 -10.17299484984544)
26221293.83441753871237LINESTRING (120.1037220189297 -10.17158693809491, 120.1035911276322 -10.1724245865087)
271226114.52955810093228LINESTRING (120.1035911276322 -10.1724245865087, 120.1046307007928 -10.1725226472912)
282628114.52955810096128LINESTRING (120.1046307007928 -10.1725226472912, 120.1056702755111 -10.17262070494002)
29280114.52955810093228LINESTRING (120.1056702755111 -10.17262070494002, 120.1067098517868 -10.17271875945505)
30534112.85401447146864LINESTRING (120.1111400377773 -10.17393079513244, 120.1120934524618 -10.17431431335405)
313436112.85401447081037LINESTRING (120.1120934524618 -10.17431431335405, 120.1130468700797 -10.17469782941227)
32369112.85401447146864LINESTRING (120.1130468700797 -10.17469782941227, 120.1140002906305 -10.17508134330679)
33938110.83148974744671LINESTRING (120.1140002906305 -10.17508134330679, 120.113497147461 -10.17594960734179)
34409114.04069034461881LINESTRING (120.1148554630071 -10.17449529197415, 120.1140002906305 -10.17508134330679)
353818110.83148974743244LINESTRING (120.113497147461 -10.17594960734179, 120.1129940011233 -10.17681786981172)
361940114.04069034461881LINESTRING (120.1157106325837 -10.17390923752423, 120.1148554630071 -10.17449529197415)
374443100.19148287163263LINESTRING (120.11935827905 -10.17213283438708, 120.1185466427643 -10.17254825159142)
38441082.9799607526936LINESTRING (120.11935827905 -10.17213283438708, 120.1190976921702 -10.17142910912255)
39441583.32277012786287LINESTRING (120.11935827905 -10.17213283438708, 120.1199767686961 -10.17256995920855)
404342100.191482870763LINESTRING (120.1185466427643 -10.17254825159142, 120.1177350047888 -10.17296366619218)
41422071.37760078604404LINESTRING (120.1177350047888 -10.17296366619218, 120.1171236614599 -10.17318482608983)
4220428.67526481260025LINESTRING (120.1171236614599 -10.17318482608983, 120.1168795672783 -10.17309199037512)
431545123.83187228639477LINESTRING (120.1199767686961 -10.17256995920855, 120.1208850941435 -10.17190549842262)
444546123.8318722875377LINESTRING (120.1208850941435 -10.17190549842262, 120.1217934161472 -10.17124103405436)
45461123.83187228639477LINESTRING (120.1217934161472 -10.17124103405436, 120.1227017347072 -10.17057656610428)
6366.158145413532
1
3

Equipment

152.0
idcustomer_countdemand_in_kwh_per_daybattery_distance_in_metershas_panelhas_lamphas_meterhas_routerhas_endhas_cornertype_id
65.033.0893.2890859455204TrueTrueTrueFalseFalseFalsewide
141.01.0822.9094734198005TrueFalseTrueFalseFalseFalsewide
27678.4637234226353TrueFalseFalseTrueFalseFalsewide
83.04.0534.01797342547TrueTrueTrueFalseFalseFalsewide
29402.84801808889335TrueFalseFalseTrueFalseFalsewide
30271.6780627526641TrueFalseFalseFalseFalseFalsewide
131.07.0140.50810741608746TrueFalseTrueTrueFalseFalsewide
3150.566952512519634TrueFalseFalseFalseFalseFalsewide
72.09.0298.38357048864736TrueFalseTrueFalseFalseTruewide
32168.87888643958783TrueFalseFalseTrueFalseFalsewide
33.011.039.374202392347065TrueTrueTrueFalseFalseTruewide
33416.07731847374544TrueFalseFalseTrueFalseFalsewide
35533.7710664588435TrueTrueTrueFalseFalseFalsewide
37651.4648144439417TrueFalseFalseTrueFalseFalsewide
25.015.0769.1585624290396TrueFalseTrueFalseFalseFalsewide
39849.2176727976885TrueFalseFalseTrueFalseFalsewide
16
idcustomer_countdemand_in_kwh_per_daybattery_distance_in_metershas_panelhas_lamphas_meterhas_routerhas_endhas_cornertype_id
111.09.01592.1355515999976FalseTrueTrueFalseTrueFalsewide
65.033.0893.2890859455204TrueTrueTrueFalseFalseFalsewide
83.04.0534.01797342547TrueTrueTrueFalseFalseFalsewide
01.01.01877.335126690508FalseTrueTrueFalseTrueFalsewide
33.011.039.374202392347065TrueTrueTrueFalseFalseTruewide
35533.7710664588435TrueTrueTrueFalseFalseFalsewide
95.05.01390.5681562173081FalseTrueTrueFalseFalseTruewide
45.06.01121.690108605289FalseTrueTrueFalseFalseFalsetall
104.019.01505.1059006990224FalseTrueTrueFalseTrueFalsewide
11.01.01876.944326934519FalseTrueTrueFalseTrueFalsewide
10
idcustomer_countdemand_in_kwh_per_daybattery_distance_in_metershas_panelhas_lamphas_meterhas_routerhas_endhas_cornertype_id
111.09.01592.1355515999976FalseTrueTrueFalseTrueFalsewide
122.02.01533.746452387682FalseFalseTrueFalseFalseTruewide
65.033.0893.2890859455204TrueTrueTrueFalseFalseFalsewide
162.04.01346.077617310257FalseFalseTrueTrueFalseTruewide
141.01.0822.9094734198005TrueFalseTrueFalseFalseFalsewide
83.04.0534.01797342547TrueTrueTrueFalseFalseFalsewide
01.01.01877.335126690508FalseTrueTrueFalseTrueFalsewide
131.07.0140.50810741608746TrueFalseTrueTrueFalseFalsewide
72.09.0298.38357048864736TrueFalseTrueFalseFalseTruewide
51.03.01729.1301996310556FalseFalseTrueFalseTrueFalsewide
33.011.039.374202392347065TrueTrueTrueFalseFalseTruewide
35533.7710664588435TrueTrueTrueFalseFalseFalsewide
182.02.01612.231135712187FalseFalseTrueFalseTrueFalsewide
95.05.01390.5681562173081FalseTrueTrueFalseFalseTruewide
25.015.0769.1585624290396TrueFalseTrueFalseFalseFalsewide
172.06.0929.2767831663369FalseFalseTrueFalseFalseFalsetall
192.010.01162.4867755280707FalseFalseTrueFalseFalseFalsetall
45.06.01121.690108605289FalseTrueTrueFalseFalseFalsetall
201.03.01150.3653734178893FalseFalseTrueFalseFalseFalsetall
104.019.01505.1059006990224FalseTrueTrueFalseTrueFalsewide
151.01.01505.4487100741917FalseFalseTrueFalseFalseTruewide
11.01.01876.944326934519FalseTrueTrueFalseTrueFalsewide
22
idcustomer_countdemand_in_kwh_per_daybattery_distance_in_metershas_panelhas_lamphas_meterhas_routerhas_endhas_cornertype_id
231006.4862187862385FalseFalseFalseTrueFalseFalsetall
251232.8804844695387FalseFalseFalseTrueFalseFalsetall
162.04.01346.077617310257FalseFalseTrueTrueFalseTruewide
261648.2760104886138FalseFalseFalseTrueFalseFalsetall
27678.4637234226353TrueFalseFalseTrueFalseFalsewide
29402.84801808889335TrueFalseFalseTrueFalseFalsewide
131.07.0140.50810741608746TrueFalseTrueTrueFalseFalsewide
32168.87888643958783TrueFalseFalseTrueFalseFalsewide
33416.07731847374544TrueFalseFalseTrueFalseFalsewide
361503.4221706887768FalseFalseFalseTrueFalseFalsetall
37651.4648144439417TrueFalseFalseTrueFalseFalsewide
39849.2176727976885TrueFalseFalseTrueFalseFalsewide
401276.5274658726896FalseFalseFalseTrueFalseFalsetall
411047.4218190072204FalseFalseFalseTrueFalseTruewide
431321.9344570746962FalseFalseFalseTrueFalseFalsetall
451629.2805823605865FalseFalseFalseTrueFalseFalsetall
16
idcustomer_countdemand_in_kwh_per_daybattery_distance_in_metershas_panelhas_lamphas_meterhas_routerhas_endhas_cornertype_id
111.09.01592.1355515999976FalseTrueTrueFalseTrueFalsewide
122.02.01533.746452387682FalseFalseTrueFalseFalseTruewide
65.033.0893.2890859455204TrueTrueTrueFalseFalseFalsewide
162.04.01346.077617310257FalseFalseTrueTrueFalseTruewide
141.01.0822.9094734198005TrueFalseTrueFalseFalseFalsewide
27678.4637234226353TrueFalseFalseTrueFalseFalsewide
83.04.0534.01797342547TrueTrueTrueFalseFalseFalsewide
01.01.01877.335126690508FalseTrueTrueFalseTrueFalsewide
29402.84801808889335TrueFalseFalseTrueFalseFalsewide
30271.6780627526641TrueFalseFalseFalseFalseFalsewide
131.07.0140.50810741608746TrueFalseTrueTrueFalseFalsewide
3150.566952512519634TrueFalseFalseFalseFalseFalsewide
72.09.0298.38357048864736TrueFalseTrueFalseFalseTruewide
51.03.01729.1301996310556FalseFalseTrueFalseTrueFalsewide
32168.87888643958783TrueFalseFalseTrueFalseFalsewide
33.011.039.374202392347065TrueTrueTrueFalseFalseTruewide
33416.07731847374544TrueFalseFalseTrueFalseFalsewide
35533.7710664588435TrueTrueTrueFalseFalseFalsewide
182.02.01612.231135712187FalseFalseTrueFalseTrueFalsewide
37651.4648144439417TrueFalseFalseTrueFalseFalsewide
95.05.01390.5681562173081FalseTrueTrueFalseFalseTruewide
25.015.0769.1585624290396TrueFalseTrueFalseFalseFalsewide
39849.2176727976885TrueFalseFalseTrueFalseFalsewide
411047.4218190072204FalseFalseFalseTrueFalseTruewide
104.019.01505.1059006990224FalseTrueTrueFalseTrueFalsewide
441422.1259399463288FalseFalseFalseFalseFalseTruewide
151.01.01505.4487100741917FalseFalseTrueFalseFalseTruewide
11.01.01876.944326934519FalseTrueTrueFalseTrueFalsewide
28

Algorithm

183.21612215042114
238.25498700141907
9.853533267974854
0.12829327583312988
2.6326913833618164
7.9892308712005615
Download
448.2194516658783