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Robust design and best control channel selection of FACTs-based WADC for improving power system stability using Grey Wolf Optimizer

Iraj Faraji Davoudkhani, Mahmoud Rerza Shakarami, Almoataz Y. Abdelaziz, Adel El‐Shahat

2023Energy Reports10 citationsDOIOpen Access PDF

Abstract

With recent advances in wide-area measurement systems (WAMS), wide-area damping controllers (WADCs) based on remote signals can effectively damp inter-area oscillations. However, these signals are inherently subjected to communication time-delay which may adversely affect the damping of inter area oscillations. The purpose of this paper is to present a optimization-based method for designing a WADC for a static synchronous series compensator (SSSC) to improve the damping of inter-area oscillations by considering the time delays of remote control signals. For this aim, the control gain value of the WADC, shifting of the critical modes to a desirable area, and the maximum time delay margins are simultaneously considered as an objective function. Moreover, to design a WADC as minimum-phase structure, the suitable constraints have been determined and added to the objective function as penalty factors. A grey wolf optimization (GWO) algorithm is utilized to solve the optimization problem. Robustness of the designed SSSC-based WADC in amplitude and phase control channels against the time delay has been compared and then the best control channels to damp inter-area oscillations has been selected. Based on simulations and statistical results conducted on 4 and 50 machine multi-machine power systems, it is evident that the proposed method based on the GWO outperforms other techniques in achieving the optimal design of a SSSC-based WADC for damping inter-area oscillations.

Topics & Concepts

Robustness (evolution)Control theory (sociology)Electric power systemComputer scienceStability (learning theory)Control areaChannel (broadcasting)Power (physics)Control (management)TelecommunicationsArtificial intelligenceBiochemistryChemistryQuantum mechanicsGeneMachine learningPhysicsPower System Optimization and StabilityOptimal Power Flow DistributionMicrogrid Control and Optimization