Skip to main content

Table 9 Performance parameter with IEEE-9 bus system for different location of DG using ANN and heuristic pdf

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

With DG (heuristic pdf method)

With DG (ANN method)

line

Real power losses (pu)

Bus no

Accur-acy (pu)

Selectivity (%)

THD (%) of real power flow

MSE (%)

line

Real power losses (pu)

Bus no

Accur-acy (pu)

Selectivity (%)

THD (%) of real power flow

MSE (%)

1–4

0.68

1

0.092

0.078

17.85

9.98 × 10–8

1–4

0.33

1

0.035

0.058

11.22

10.1 × 10–10

4–5

0.55

2

0.079

0.091

18.86

19.54 × 10–7

4–5

0.29

2

0.023

0.071

17.22

11.5 × 10–10

5–6

0.49

3

0.077

0.084

18.17

10.9 × 10–6

5–6

0.26

3

0.027

0.062

18.65

11.2 × 10–10

3–6

0.45

4

0.085

0.079

17.83

11.6 × 10–5

3–6

0.21

4

0.022

0.066

19.98

12.5 × 10–10

6–7

0.53

5

0.095

0.056

16.86

30.56 × 10–5

6–7

0.31

5

0.025

0.045

12.65

10.5 × 10–10

7–8

0.56

6

0.092

0.061

17.86

45.6 × 10–7

7–8

0.27

6

0.029

0.05

17.65

13.6 × 10–10

8–2

0.55

7

0.09

0.051

18.87

41.3 × 10–8

8–2

0.29

7

0.037

0.041

13.72

11.8 × 10–10

8–9

0.59

8

0.088

0.039

18.89

35.710–6

8–9

0.17

8

0.018

0.019

9.98

5.5 × 10–10

9–4

0.61

9

0.086

0.025

20.5

57.9 × 10–6

9–4

0.18

9

0.013

0.016

9.87

6.0 × 10–10