Table 5 Cluster zone and associated risk value.

From: Optimal allocation of distributed energy resources to cater the stochastic E-vehicle loading and natural disruption in low voltage distribution grid

S.no

Location

Latitude

Longitude

Population

Tourism index

Critical load

risk_val

cluster_label

0

Ajabpur

30.2922

78.0396

24,941

0

0

6

0

1

Anarwala

30.3657

78.0445

399

0

1

11

5

2

Araghar

30.3069

78.0499

1399

1

1

7

5

3

Bairaj

30.0767

78.2896

1507

0

0

0

5

4

Bhaniyawala

30.3657

78.0445

4572

0

1

11

5

5

Bhupatwala

30.8223

77.8546

8763

0

0

4

2

6

Bindal

30.3305

78.0297

7600

0

1

10

2

7

Chakrata road

30.3334

78.0235

3498

0

0

10

5

8

Dakpathar

30.3916

78.0944

17,992

1

1

12

6

9

Dhakrani

30.448

77.7195

12,757

0

0

6

6

10

Doiwala

30.1759

78.1242

8709

0

0

21

2

11

Ganeshpur

30.3026

77.916

2542

0

0

14

5

12

Govindgarh

30.3237

78.0203

8384

0

1

10

2

13

Harbertpur

30.4383

77.736

58,072

0

0

7

3

14

Hathibarkala

30.348

78.0523

13,965

0

0

10

6

15

HimalayanHospital11kV

30.1931

78.165

5878

1

1

4

2

16

ITpark

30.3015

78.0583

6191

1

0

5

2

17

Jhajra

30.3461

77.9182

2923

1

0

24

5

18

Jollygrant11kVI

30.3305

78.0297

9297

1

1

10

2

19

Kargi

30.2849

78.0238

16,412

0

0

6

6

20

Kaulagarh

30.3518

78.0095

9578

0

0

12

2

21

Kyarkuli

30.4327

78.0709

1743

0

0

16

5

22

Lachhiwala11kVI

30.3916

78.0944

1686

0

0

12

5

23

Lakhamanda l11kV

30.3015

78.0583

1044

0

0

5

5

24

Laal Tappad11kVI

30.4555

78.1023

15,038

0

0

27

6

25

Landour11kVII

30.4555

78.1023

3539

1

0

27

5

26

Majra

30.2966

77.9966

21,949

0

0

9

0

27

ManeriBhali

30.267

78.0909

1271

0

0

4

5

28

Miyawala11kVII

30.267

78.0909

8007

0

0

4

2

29

Mohanpur

30.3306

77.9574

8745

0

0

15

2

30

Nagarpalika11kV

30.10647

78.28156

8600

0

0

0

2

31

Nagthat

30.5721

77.9721

47,329

0

0

11

3

32

Nainibagh

30.5705

78.0046

2878

0

0

10

5

33

Natraj

30.3266

78.0357

831

1

1

9

5

34

Niranjanpur

30.2967

78.0141

18,081

0

0

8

6

35

ParadeGround

30.3245

78.0484

8635

1

0

8

2

36

PatelRoad11kVII

30.3136

78.04045

9425

0

0

7

2

37

Purukulgoan

30.4098

78.0675

411

0

0

14

5

38

Raipur

30.5721

77.9721

32,900

0

0

11

7

39

Raiwala11kV

30.0222

78.2147

6558

0

0

0

2

40

RamnagarDanda

30.2967

78.0141

20,619

0

0

8

0

41

Rishikesh

30.0869

78.2676

102,138

1

0

0

4

42

Rudrapur

30.4459

77.8533

140,857

0

0

11

1

43

SIDCUL

30.3572

78.087

7979

0

0

10

2

44

Saharanpur Road

30.31759

78.028984

212

0

0

8

5

45

Sahaspur

30.3927

77.8096

8841

0

0

9

2

46

Sahastradhara

30.387231

78.131606

11,839

1

0

10

2

47

Sahiya

30.6115

77.8753

197

0

0

20

5

48

Savra11kV

30.82238

77.8546

8643

0

0

4

2

49

Selaqui

30.3682

77.8653

22,583

0

0

14

0

50

Selaqui2

30.3682

77.8653

22,583

0

0

14

0

51

Shantikunj

30.309

78.0948

12,889

0

0

6

6

52

SportsCollege

30.3035

78.1046

2878

0

0

5

5

53

TransportNagar

30.022

78.2147

938

0

0

0

5

54

Tyuni

30.9429

77.8496

40,474

0

0

2

7

55

Turner Road

30.26849

78.0069

17,031

0

0

6

6

56

Vasant Vihar

30.3226

78.0037

11,982

0

0

10

2

57

VikasNagar

30.475

77.7652

40,661

0

0

9

7

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