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FPGA-based optimal robust minimal-order controller structure of a DC-DC converter with Pareto front solution

机译:基于Pareto前端解决方案的DC-DC转换器基于FPGA的最佳鲁棒最小阶最优控制器结构

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摘要

This paper presents multi-objective optimization-based robust controller design of a DC-DC boost converter, controlled with FPGA (Field Programmable Gate Array). The main aim of the proposed design technique is to obtain a fixed and low-order robust controller which is reliable and easy to implement on a low-cost real-time digital system. The improved proposed control design method with direct closed-loop pole position assessment using metric L_2, is based on robust optimal regional closed-loop pole assignment technique. The optimal solution has been obtained using multi-objective Pareto front search genetic algorithm. This paper also presents simulated and practical experimental results with implemented optimized robust controller on FPGA, controlling the DC-DC boost converter. For the sake of comparison with the proposed controller design method, an additional auto-tuned PID controller has been designed along with robust controllers based on mixed sensitivity loop-shaping method.
机译:本文提出了一种基于多目标优化的鲁棒控制器设计,该鲁棒控制器设计由FPGA(现场可编程门阵列)控制。所提出的设计技术的主要目的是获得一种可靠且易于在低成本实时数字系统上实现的固定和低阶鲁棒控制器。提出的改进的控制设计方法,它采用度量L_2进行直接闭环极点位置评估,基于鲁棒的最优区域闭环极点分配技术。使用多目标Pareto前沿搜索遗传算法获得了最优解。本文还介绍了在FPGA上实现优化鲁棒控制器,控制DC-DC升压转换器的模拟和实际实验结果。为了与提出的控制器设计方法进行比较,基于混合灵敏度环路整形方法,已设计了一种附加的自动调节PID控制器以及鲁棒控制器。

著录项

  • 来源
    《Control Engineering Practice》 |2016年第10期|149-161|共13页
  • 作者单位

    Margento R&D, Gosposvetska cesta 84, 2000 Maribor, Slovenia,University of Maribor, Faculty of Electrical Engineering and Computer Science, Smetanova ulica 17, 2000 Maribor, Slovenia;

    University of Maribor, Faculty of Electrical Engineering and Computer Science, Smetanova ulica 17, 2000 Maribor, Slovenia;

    Margento R&D, Gosposvetska cesta 84, 2000 Maribor, Slovenia,University of Maribor, Faculty of Electrical Engineering and Computer Science, Smetanova ulica 17, 2000 Maribor, Slovenia;

    University of Maribor, Faculty of Electrical Engineering and Computer Science, Smetanova ulica 17, 2000 Maribor, Slovenia;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    FPGA; DC-DC converter; multi-objective optimization; (D)_∞ robust control;

    机译:FPGA;DC-DC转换器多目标优化;(D)_∞鲁棒控制;

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