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基于由降阶和全阶扩张状态观测器组成的级联估计器的自抗扰控制。

Active disturbance rejection control based on a cascade estimator composed of reduced-order and full-order extended state observers.

作者信息

Rojas Harvey David, Cortés-Romero John, Rojas Herbert Enrique

机构信息

GISE3 Research Group, Department of Electrical Engineering, Universidad Distrital Francisco José de Caldas, Cra. 8 # 40-62, Floor 8th - GISE3 Lab, Bogotá, Colombia; Department of Electrical and Electronic Engineering, Universidad Nacional de Colombia, Av. Cra. 30 # 45-03, Bogotá, Colombia.

Department of Electrical and Electronic Engineering, Universidad Nacional de Colombia, Av. Cra. 30 # 45-03, Bogotá, Colombia.

出版信息

ISA Trans. 2024 Aug;151:296-311. doi: 10.1016/j.isatra.2024.05.032. Epub 2024 May 21.

DOI:10.1016/j.isatra.2024.05.032
PMID:38825534
Abstract

This paper presents a pioneering cascade estimator, CRESO, which merges reduced-order and full-order extended state observers (ESO) in a novel manner. CRESO is designed to navigate the trade-off between robustness, estimation accuracy, and noise amplification inherent in active disturbance rejection control (ADRC) schemes. An analysis in the frequency domain substantiates CRESO's performance and robustness capabilities compared to those of single-level ESO and cascade ESO (CESO). These features are quantified using practical metrics, such as stability margins, sensitivity bandwidth, and estimation error at low frequencies. Additionally, the discussion encompasses the impact of selecting bandwidths for the cascade levels of CRESO on noise suppression. Experimental validation on a synchronous buck converter demonstrates the effectiveness of CRESO-based ADRC against control gain uncertainties, frequency-varying external disturbances, and sensor noise. The results highlight the advantages of the proposed approach over ADRC strategies employing singular ESO, two-level CESO, and two independent ESOs, as evidenced by several quality indices derived from the tracking errors and control signals.

摘要

本文提出了一种开创性的级联估计器CRESO,它以一种新颖的方式融合了降阶和全阶扩展状态观测器(ESO)。CRESO旨在应对主动干扰抑制控制(ADRC)方案中固有的鲁棒性、估计精度和噪声放大之间的权衡。与单级ESO和级联ESO(CESO)相比,频域分析证实了CRESO的性能和鲁棒性。这些特性通过稳定性裕度、灵敏度带宽和低频估计误差等实际指标进行量化。此外,讨论还包括为CRESO的级联级选择带宽对噪声抑制的影响。在同步降压变换器上的实验验证表明,基于CRESO的ADRC对控制增益不确定性、频率变化的外部干扰和传感器噪声具有有效性。结果突出了所提方法相对于采用奇异ESO、两级CESO和两个独立ESO的ADRC策略的优势,这由从跟踪误差和控制信号得出的几个质量指标所证明。

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