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Table 6 Performance parameter comparison for standard IEEE 9 bus system for heuristic pdf method and existing methods [35,36,37]

From: Optimal Location and Sizing of Conglomerate DG- FACTS using an Artificial Neural Network and Heuristic Probability Distribution Methodology for Modern Power System Operations

Line

Line real power losses (pu)

Bus No

Accuracy (pu)

THD (%) of real power flow

Heuristic pdf

Ref [35]

Ref [36]

Ref [37]

Heuristic pdf

Ref [35]

Ref [36]

Ref [37]

Heuristic pdf

Ref [35]

Ref [36]

Ref [37]

1–4

0.68

0.715

0.73

0.8

1

0.092

0.097

0.102

0.107

17.85

20.05

21.25

22.74

4–5

0.55

0.59

0.6

0.65

2

0.079

0.084

0.089

0.094

18.86

21.06

22.26

23.75

5–6

0.49

0.525

0.54

0.59

3

0.077

0.082

0.087

0.092

18.17

20.37

21.57

23.06

3–6

0.45

0.485

0.5

0.58

4

0.085

0.09

0.095

0.103

17.83

20.03

21.23

22.72

6–7

0.53

0.56

0.58

0.63

5

0.095

0.1

0.105

0.11

16.86

19.06

20.26

21.75

7–8

0.56

0.589

0.61

0.66

6

0.092

0.097

0.102

0.107

17.86

20.06

21.26

22.75

8–2

0.55

0.585

0.6

0.65

7

0.09

0.095

0.1

0.105

18.87

21.07

22.27

23.76

8–9

0.59

0.621

0.64

0.69

8

0.088

0.093

0.098

0.103

18.89

21.09

22.29

23.78

9–4

0.61

0.639

0.66

0.71

9

0.086

0.091

0.096

0.101

20.5

22.7

23.9

25.39