PSO-based self-tuning PI control for STATCOM

Hongjun Chen, Jing Li, Xin Zhou
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引用次数: 15

Abstract

In order to regulate the point of common coupling (PCC) voltage of power electronics system under different disturbance conditions, a self-tuning PI controller using particle swarm optimization (PSO) algorithm is designed to control a static synchronous compensator (STATCOM). The mathematical model of STATCOM is firstly deduced in order to design an effective controller. Then, a self-tuning PI controller is designed as a PCC voltage regulator. A PSO algorithm considering the best particle gains, the best global gains, and previous change of gains is applied to achieve the desired PI controller gains when the load is varying. The system responses of the PSO self-tuning controller are compared with those from the fixed-gain PI controller. The simulation results for a system with different loads verify the effectiveness of the PSO self-tuning controller for a STATCOM.
基于pso的STATCOM自整定PI控制
为了在不同干扰条件下调节电力电子系统的共耦合点电压,设计了一种基于粒子群优化算法的PI自整定控制器来控制静态同步补偿器(STATCOM)。为了设计有效的控制器,首先推导了STATCOM的数学模型。然后,设计了自整定PI控制器作为PCC稳压器。采用一种考虑最佳粒子增益、最佳全局增益和前一增益变化的粒子群算法,在负载变化时获得理想的PI控制器增益。比较了PSO自整定控制器与定增益PI控制器的系统响应。对不同负载系统的仿真结果验证了PSO自整定控制器的有效性。
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