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Fig 1.

Single line diagram of the 5-area 16-machine power system.

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Fig 1 Expand

Fig 2.

Power system stabilizer with the IEEE type-ST1 excitation system.

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Fig 2 Expand

Fig 3.

Modeling of a TCSC: a) TCSC location in a transmission line. b) Representation of the voltage source in the current source. C) Current injection model.

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Fig 3 Expand

Fig 4.

Block diagram of the TCSC POD controller.

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Fig 4 Expand

Fig 5.

Formulation of the multi-objective D-shaped cost function for stability analysis in the s-plane.

a) Stability defined by the expected damping ratio; b) Stability defined by the expected damping factor; c) Combination of the expected damping ratio and factor.

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Fig 5 Expand

Fig 6.

BSA implementation block diagram for the coordination design of the PSS and TCSC controllers.

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Fig 6 Expand

Table 1.

Optimization parameter constraints.

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Table 1 Expand

Fig 7.

Statistical box and whisker plots of each algorithm obtained from 15 individual simulation in linear model of multimachine power system.

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Fig 7 Expand

Table 2.

Best solutions (cost values) obtained by each algorithm from 15 individual runs.

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Table 2 Expand

Table 3.

Best optimized parameters using each optimization algorithm for the 5-area system.

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Table 3 Expand

Fig 8.

Local mode in area 5 between G10 and G11 (W10-W11) for the 3-phase fault at bus 1.

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Fig 8 Expand

Fig 9.

Local mode in area 5 between G13 and G10 (W13-W10) for the 3-phase fault at bus 1.

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Fig 9 Expand

Fig 10.

Inter-area mode between G13 in area 5 and G16 in area 3 (W13-W16) for the 3-phase fault at bus 1.

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Fig 10 Expand

Fig 11.

Inter-area mode between G10 in area 5 and G15 in area 1 (W10-W15) for the 3-phase fault at bus 1.

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Fig 11 Expand

Table 4.

System stability improvement in term of settling time for the BSA- and PSO-based designs.

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Table 4 Expand