Table 5 Obtained simulation results of MG compared with optimization algorithms.

From: Machine learning-based energy management and power forecasting in grid-connected microgrids with multiple distributed energy sources

S. No

Algorithm

Total Operating cost (€ct/Kwh)

Standard deviation

1

GA

277.7444

13.4421

2

PSO

277.3237

10.1821

3

FSAPSO

276.7867

8.3301

4

CPSO-T

275.0455

6.2341

5

CPSO-L

274.7438

5.9697

6

AMPSO-T

274.5507

0.3210

7

AMPSO-L

274.4317

0.0921

8

GSA

275.5369

2.9283

9

SGSA

269.7600

0

10

PSO

269.75999

0

11

SVR

248.856

0

  1. Significant values are in bold.