Litcius/Paper detail

A Grey Wolf Optimizer algorithm based fuzzy logic power system stabilizer for single machine infinite bus system

Zhe Sun, Zhe Sun, Yiyi Cao, Wen Zhi, Yan Song, Zhixin Sun, Zhixin Sun

2023Energy Reports20 citationsDOIOpen Access PDF

Abstract

Low-frequency power oscillations in power systems have always been a serious risk for a stable power system. A fuzzy logic power system stabilizer (FLPSS) is proposed to mitigate system oscillation problems. Aimed at parameter configuration and rule setting of FLPSS, Grey Wolf Optimizer (GWO) based FLPSS is utilized to achieve quicker settling time and improve the damping oscillation effectiveness. Comparative studies between the proposed GWO-based FLPSS and conventional stabilizers are performed on a single-machine infinite bus system(SMIBS). The simulation results demonstrate the GWO-based FLPSS can better dampen out low-frequency oscillations and maintain the electricity network stability.

Topics & Concepts

Settling timeElectric power systemControl theory (sociology)Fuzzy logicOscillation (cell signaling)Stabilizer (aeronautics)Stability (learning theory)Power (physics)Low-frequency oscillationComputer scienceEngineeringControl engineeringArtificial intelligenceStep responsePhysicsMachine learningQuantum mechanicsGeneticsControl (management)Mechanical engineeringBiologyPower System Optimization and StabilityOptimal Power Flow DistributionPower Systems Fault Detection