New technique for voltage tracking control of a boost converter based on the PSO algorithm and LTspice

P. Farhang, A. Drimus, S. Mátéfi-Tempfli
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引用次数: 6

Abstract

In this paper, a new technique is proposed to design a Modified PID (MPID) controller for a Boost converter. An interface between LTspice and MATLAB is carried out to implement the Particle Swarm Optimization (PSO) algorithm. The PSO algorithm which has the appropriate capability to find out the optimal solutions is run in MATLAB while it is interfaced with LTspice for simulation of the circuit using actual component models obtained from manufacturers. The PSO is utilized to solve the optimization problem in order to find the optimal parameters of MPID and PID controllers. The performances of the controllers are evaluated for a wide range of operating conditions and different disturbances. The comprehensive simulation results demonstrate the effectiveness and robustness of the proposed method which are also explained through some performance indices.
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基于粒子群算法和LTspice的升压变换器电压跟踪控制新技术
本文提出了一种用于升压变换器的改进PID (MPID)控制器的设计方法。在LTspice和MATLAB之间建立了一个接口来实现粒子群优化(PSO)算法。在MATLAB中运行具有一定寻优能力的粒子群算法,并与LTspice相结合,利用从厂家获得的实际元器件模型对电路进行仿真。利用粒子群算法求解优化问题,以求得MPID和PID控制器的最优参数。在广泛的工作条件和不同的干扰下,对控制器的性能进行了评估。综合仿真结果证明了该方法的有效性和鲁棒性,并通过一些性能指标进行了说明。
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