逐步改进lmi,以实现低成本微控制器对DC-DC转换器的高性能鲁棒控制

IF 4.6 2区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Guilherme V. Hollweg , Robert U.M. Viaro , Everson Mattos , Ricardo C.L.F. Oliveira , Humberto Pinheiro , Vinícius F. Montagner
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引用次数: 0

摘要

线性矩阵不等式是控制学界公认的鲁棒控制设计的有力工具。然而,在实验应用中,特别是在DC-DC转换器中,其确保高性能和稳健性的全部潜力仍未得到充分开发。本工作旨在研究逐步改进的线性矩阵不等式,用于设计具有区间参数不确定性的DC-DC降压变换器输出电压调节的鲁棒控制器。该鲁棒控制器在离散时域中考虑了时滞和参数不确定性的多面体模型,以及对闭环极点和控制增益范数的约束。这使得该策略能够在实践中实现高性能,并具有基于Lyapunov函数的鲁棒稳定性的理论认证。该建议在具有低成本微控制器的DC-DC降压转换器的物理原型上进行了实验验证,与线性二次型调节器和通过元启发式优化的状态反馈控制器相比,显示出优越的性能。最后,提出了通过状态观测器消除电流传感器的方法,证明了增广系统在不确定参数和时变参数下的鲁棒稳定性和性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Progressively improved LMIs for achieving high-performance robust control of DC–DC converters with low-cost microcontrollers
Linear matrix inequalities are recognized by the control community as powerful tools for robust control design. However, its full potential for ensuring high performance and robustness in experimental applications – particularly in DC–DC converters – remains underexplored. The present work aims to investigate progressively improved linear matrix inequalities for designing robust controllers for output voltage regulation in DC–DC buck converters subject to interval parametric uncertainties. The proposed robust controller is developed in the discrete-time domain, considering delay and a polytopic model for the parametric uncertainties, along with constraints on closed-loop poles and in the control gains norm. This results in a strategy capable of achieving high performance in practice, and with a theoretical certification of robust stability based on Lyapunov functions. The proposal is experimentally validated on a physical prototype of a DC–DC buck converter with a low-cost microcontroller, demonstrating superior performance when compared to both a linear quadratic regulator and a state feedback controller optimized through metaheuristics. Finally, the elimination of a current sensor, via a state observer, is proposed, demonstrating robust stability and performance of the augmented system under uncertain and time-varying parameters.
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来源期刊
Control Engineering Practice
Control Engineering Practice 工程技术-工程:电子与电气
CiteScore
9.20
自引率
12.20%
发文量
183
审稿时长
44 days
期刊介绍: Control Engineering Practice strives to meet the needs of industrial practitioners and industrially related academics and researchers. It publishes papers which illustrate the direct application of control theory and its supporting tools in all possible areas of automation. As a result, the journal only contains papers which can be considered to have made significant contributions to the application of advanced control techniques. It is normally expected that practical results should be included, but where simulation only studies are available, it is necessary to demonstrate that the simulation model is representative of a genuine application. Strictly theoretical papers will find a more appropriate home in Control Engineering Practice''s sister publication, Automatica. It is also expected that papers are innovative with respect to the state of the art and are sufficiently detailed for a reader to be able to duplicate the main results of the paper (supplementary material, including datasets, tables, code and any relevant interactive material can be made available and downloaded from the website). The benefits of the presented methods must be made very clear and the new techniques must be compared and contrasted with results obtained using existing methods. Moreover, a thorough analysis of failures that may happen in the design process and implementation can also be part of the paper. The scope of Control Engineering Practice matches the activities of IFAC. Papers demonstrating the contribution of automation and control in improving the performance, quality, productivity, sustainability, resource and energy efficiency, and the manageability of systems and processes for the benefit of mankind and are relevant to industrial practitioners are most welcome.
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