LMI-Based MPC Design Applied to the Single-Phase PWM Inverter with LC Filter under Uncertain Parameters

IF 3.4 3区 综合性期刊 Q2 CHEMISTRY, ANALYTICAL Sensors Pub Date : 2024-07-03 DOI:10.3390/s24134325
Cristiano Quevedo Andrea, Edson Antonio Batista, Luís Felipe da Silva Carlos Pereira, Moacyr Aureliano Gomes de Brito, Gustavo Vargas de Souza
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Abstract

This work proposes a design methodology for predictive control applied to the single-phase PWM inverter with an LC filter. In the design, we considered that the PWM inverter has parametric uncertainties in the filter inductance and output load resistance. The control system purpose is to track a sinusoidal signal at the inverter output. The designed control system with an embedded integrator uses the principle of receding horizon control, which underpinned predictive control. The methodology was described by linear matrix inequalities, which can be solved efficiently using convex programming techniques, and the optimal solution is obtained. MATLAB-Simulink and real-time FPGA-in-the-loop simulations illustrate the viability of the proposed control system. The LMI-based MPC reveals an effective performance for tracking of a sinusoidal reference signal and disturbance rejection of input voltage and load perturbations for the inverter subject to uncertainties.
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基于 LMI 的 MPC 设计应用于不确定参数下带有 LC 滤波器的单相 PWM 逆变器
本研究提出了一种应用于带 LC 滤波器的单相 PWM 逆变器的预测控制设计方法。在设计中,我们考虑到 PWM 逆变器在滤波器电感和输出负载电阻方面存在参数不确定性。控制系统的目的是在逆变器输出端跟踪正弦信号。所设计的带有嵌入式积分器的控制系统采用了后退视界控制原理,该原理是预测控制的基础。该方法由线性矩阵不等式描述,可使用凸编程技术高效求解,并获得最优解。MATLAB-Simulink 和实时 FPGA 在环仿真说明了拟议控制系统的可行性。基于 LMI 的 MPC 在跟踪正弦参考信号以及抑制输入电压和负载扰动等不确定因素对逆变器的影响方面表现出色。
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来源期刊
Sensors
Sensors 工程技术-电化学
CiteScore
7.30
自引率
12.80%
发文量
8430
审稿时长
1.7 months
期刊介绍: Sensors (ISSN 1424-8220) provides an advanced forum for the science and technology of sensors and biosensors. It publishes reviews (including comprehensive reviews on the complete sensors products), regular research papers and short notes. Our aim is to encourage scientists to publish their experimental and theoretical results in as much detail as possible. There is no restriction on the length of the papers. The full experimental details must be provided so that the results can be reproduced.
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