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This paper presents a study of improvement in stability in a single machineconnected to infinite bus (SMIB) power system by using static compensator(STATCOM). The gains of Proportional-Integral-Derivative (PID) controller inSTATCOM are being optimized by heuristic technique based on Particle swarmoptimization (PSO). Further, Bacterial Foraging Optimization (BFO) as analternative heuristic method is also applied to select optimal gains of PIDcontroller. The performance of STATCOM with the above soft-computing techniquesare studied and compared with the conventional PID controller under variousscenarios. The simulation results are accompanied with performance indicesbased quantitative analysis. The analysis clearly signifies the robustness ofthe new scheme in terms of stability and voltage regulation when compared withconventional PID.

Bacterial Foraging Optimized STATCOM for Stability Assessment in Power System