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

Table 1

Summary of simulation parameters.

Network	Feed-forward
Number of networks	3
Optimization techniques	Back-Propagation, PSO, SFLA, GA
Neurons	1, 5, 10, 15, 20, 25, 30, 40, 50, 60
Hidden layers	1
Input size	60
Output size	1
Inputs	Real and reactive powers of load buses
Outputs	STATCOM voltage, phase and reactive power