Model Predictive Control in Multilevel Inverters Part I: Basic Strategy and Performance Improvement

IF 7.9 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Open Journal of Industry Applications Pub Date : 2024-09-13 DOI:10.1109/OJIA.2024.3460669
Cristian Garcia;Andres Mora;Margarita Norambuena;Jose Rodriguez;Mokhtar Aly;Fernanda Carnielutti;Javier Pereda;Pablo Acuna;Ricardo Aguilera;Luca Tarisciotti
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Abstract

Multilevel inverters (MLIs) have lately become important due to their extended application to electrical transmission and distribution systems. At the same time, the control and modulation of MLIs are especially challenging due to the high number of switching states, many of them redundant in terms of output voltage generation, and their nonlinear characteristics. In order to ease their implementation in real environment, model predictive control (MPC) is often considered, where the main control targets are: 1) to generate a the desired output current and 2) to keep the internal converter capacitor voltages at their reference value. However, a major issue with the implementation of MPC in MLIs is that the number of calculations to be done online increases dramatically with the number of levels, making it almost impossible to apply MPC in some practical cases. For these reasons, one of the main research trend in MPC for MLIs is to provide an algorithm which can reduce the computational burden necessary to operate the control. The article proposes a review of such control techniques. Starting from the basic MPC implementation and using a flying capacitor converter as an example the article review the basic strategies to avoid calculating the weighting factor in the cost function, simplifying the implementation. Also, methods to reduce the number of calculations necessary to implement MPC are shown and applied to cascaded H-bridge converters. These techniques allow to keep an high load current quality while reducing more than 95% in the number of calculations necessary to implement the control. Finally, other operation improvements of MPC are also included, such as fixed switching frequency operation and multistep MPC, reaching an important performance improvement compared to the basic MPC strategy.
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多电平逆变器中的模型预测控制 第一部分:基本策略和性能改进
最近,多电平逆变器(MLIs)因其在输配电系统中的广泛应用而变得十分重要。同时,多电平逆变器的控制和调制尤其具有挑战性,因为其开关状态较多,其中许多状态在输出电压生成方面是冗余的,而且具有非线性特性。为了便于在实际环境中实施,通常会考虑模型预测控制(MPC),其主要控制目标是1) 产生所需的输出电流;2) 使内部转换器电容器电压保持在参考值。然而,在多级变流器中实施 MPC 的一个主要问题是,需要在线完成的计算数量会随着电平数的增加而急剧增加,因此在某些实际情况下几乎不可能应用 MPC。出于这些原因,多层流道 MPC 的主要研究趋势之一是提供一种算法,以减少控制操作所需的计算负担。本文对此类控制技术进行了综述。文章从基本的 MPC 实现入手,以飞行电容转换器为例,回顾了避免计算成本函数中权重因子的基本策略,从而简化了实现过程。此外,文章还介绍了减少实施 MPC 所需的计算次数的方法,并将其应用于级联 H 桥转换器。这些技术可在保持高负载电流质量的同时,将实施控制所需的计算量减少 95% 以上。最后,还包括 MPC 的其他操作改进,如固定开关频率操作和多步 MPC,与基本 MPC 策略相比,性能有了显著提高。
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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