Table 9 Simultaneous integration of multiple PV and WT units into 69-bus DN using the mPDO algorithm under uncertainty for different load type.

From: Boosting prairie dog optimizer for optimal planning of multiple wind turbine and photovoltaic distributed generators in distribution networks considering different dynamic load models

 

DG allocation

Unit capacity

Total capacity

Total energy

PL

Energy loss

PLMI

Bus

Capacity

OPF

kWh

kW

kWh

%

kWh

%

Commercial type

12

592.1657

1

4456.9068

1566.6621

11,791.4062

67.9059

395.9191

81.7884

60

472.8394

1

3558.8030

     

64

501.6569

1

3775.6964

     

17

396.6760

0.7000

3747.6024

-

24,438.7642

   

49

884.2427

0.8125

8353.8972

     

61

1305.8739

0.7000

12,337.2647

     

Residential type

12

441.0704

1

3319.6948

1264.1240

9514.3681

49.1827

1147.4072

38.5781

60

419.9252

1

3160.5468

     

64

403.1284

1

3034.1265

     

17

234.3979

0.7000

2214.4776

-

14,374.1623

   

49

544.6564

0.8115

5145.6495

     

61

742.4211

0.7000

7014.0352

     

Industrial type

11

384.3114

1

2892.5010

928.1752

6985.8657

44.2924

1279.5147

32.3084

60

251.6425

1

1893.9754

     

64

292.2213

1

2199.3893

     

17

268.1524

0.7373

2533.3738

-

15,287.0024

   

49

537.8695

0.8126

5081.5304

     

61

812.0757

0.7000

7672.0982