Adaptation of fractional-order PI controller for a variable input interleaved DC–DC​ boost converter using particle swarm optimization with parametric variation

IF 1.8 Q3 AUTOMATION & CONTROL SYSTEMS
Dola Sinha , Mou Das Mahapatra , Sucharita Pal , Saibal Majumder , Sovan Bhattacharya , Chandan Bandyopadhyay
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引用次数: 0

Abstract

The increasing demand for renewable energy integration has led to the development of advanced converter strategies to manage the inherent variability of renewable power sources. This paper presents a high-performance interleaved boost converter regulated by a fractional-order proportional-integral (FoPI) controller to ensure stable output voltage and power delivery under fluctuating input and load conditions. The FoPI controller parameters, including gains and fractional order, are optimized using particle swarm optimization (PSO) with the integral absolute error (IAE) as the objective function. The primary objective is to enhance the system’s robustness against input voltage variations and load disturbances. The proposed PSO-FoPI controller is tested under different operating scenarios: (i) a fixed input of 150 V, (ii) an input variation from 150 V to 350 V, and (iii) a fixed 200 V input with output power demand variations between 8 kW and 12.25 kW. Also sensitivity analysis with changing parameter values of the converter and inclusion of step and ramp input disturbances, the performance of the controller is evaluated. MATLAB/Simulink simulations demonstrate that the PSO-FoPI controller effectively maintains the desired 400 V output and an average power of 10 kW while reducing transient effects and harmonic distortions. Comparative analysis with PI controller, tuned via Ziegler–Nichols and PSO techniques, highlights the superior performance of the proposed approach. The results confirm that the PSO-FoPI-controlled interleaved boost converter enhances stability and efficiency, making it well-suited for real-time applications utilizing renewable power sources.
随着可再生能源集成需求的不断增长,人们开始开发先进的转换器策略,以管理可再生能源固有的可变性。本文介绍了一种由分数阶比例积分(FoPI)控制器调节的高性能交错升压转换器,以确保在波动的输入和负载条件下提供稳定的输出电压和功率。以积分绝对误差(IAE)为目标函数,采用粒子群优化(PSO)对 FoPI 控制器参数(包括增益和分数阶数)进行了优化。主要目的是增强系统对输入电压变化和负载干扰的鲁棒性。所提出的 PSO-FoPI 控制器在不同的运行情况下进行了测试:(i) 输入电压固定为 150 V,(ii) 输入电压从 150 V 变为 350 V,(iii) 输入电压固定为 200 V,输出功率需求变化在 8 kW 和 12.25 kW 之间。此外,还对变流器参数值的变化以及阶跃和斜坡输入干扰的敏感性进行了分析,并对控制器的性能进行了评估。MATLAB/Simulink 仿真表明,PSO-FoPI 控制器能有效保持所需的 400 V 输出电压和 10 kW 的平均功率,同时减少瞬态效应和谐波失真。与通过 Ziegler-Nichols 和 PSO 技术调整的 PI 控制器进行的比较分析表明,所提出的方法性能优越。结果证实,PSO-FoPI 控制交错升压转换器提高了稳定性和效率,非常适合利用可再生能源的实时应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
IFAC Journal of Systems and Control
IFAC Journal of Systems and Control AUTOMATION & CONTROL SYSTEMS-
CiteScore
3.70
自引率
5.30%
发文量
17
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