Research Article

STATCOM Estimation Using Back-Propagation, PSO, Shuffled Frog Leap Algorithm, and Genetic Algorithm Based Neural Networks

Table 3

MSE in phase estimation.

Back-PropagationPSOSFLAGA

10.0383290.0264730.0168140.389082
50.0816260.0567880.0364510.239865
100.0083810.0057580.0036340.83136
150.1044330.0723380.0461230.284553
200.0199510.0137680.0087380.424073
250.0130290.0091920.0060310.104451
300.0197060.0140140.0092992.128638
400.1005670.0695040.0093520.958293
504.9290651.2136550.0441663.422461
600.0198330.0141032.1898992.099536