Table 13 Energy management of FCS components using RBN.

From: Optimal techno-economic assessment of isolated microgrid integrated with fast charging stations using radial basis deep learning

\({G}_{av}\)

\({T}_{amb}\)

\({V}_{an}\)

Served load

\({UML}_{f}(\text{\%})\)

\(RoI(\text{\%})\)

PV (kW)

WT (kW)

Flywheel (#)

Converter (kW)

 + 5%

 + 5%

 + 5%

 + 2%

15.3

− 4

1829

1813

4

1294

 + 6%

 + 6%

 + 4%

0

10

− 4

1033

4782

14

1421

 + 2%

 + 3%

 + 3%

 + 1%

3

− 3

1244

6165

6

1437

 + 7%

 + 6%

− 2%

 + 1%

15.3

− 4

3067

3318

6

489

− 2%

0

0

 + 1%

5

− 3

2304

5426

6

1465

0

− 5%

 + 5%

0

3

− 3

1679

5587

14

2216

0

 + 4%

− 4%

 + 1%

15.3

− 4

3265

3348

6

613

− 3%

− 4%

0

0

15.3

− 4

3434

2835

13

1297

 + 2%

− 8%

− 5%

 + 2%

0

0

10,068

418

3

4123

− 2%

0

 + 2%

 + 2%

0

0

9398

512

3

3922